Alternatives to InstaLILY

Compare InstaLILY alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to InstaLILY in 2026. Compare features, ratings, user reviews, pricing, and more from InstaLILY competitors and alternatives in order to make an informed decision for your business.

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    Gemini Enterprise Agent Platform
    Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance.
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    Retool

    Retool

    Retool

    Retool is the AI-native enterprise app development platform where teams build and ship production-ready apps — at AI speed, with enterprise governance built in. Describe what you need and get a working app, import React-based apps from Lovable, Replit, or Claude Code, or connect your AI agent via MCP. However your team builds, every app lands in Retool with RBAC, SSO, audit logging, and your existing permissions already in place. Retool connects to databases, APIs, LLMs, and external tools out of the box. Teams can build AI agents, dashboards, workflows, and full-stack apps — with a visual editor for speed and direct code access for precision. Trusted by over 10,000 organizations including Amazon, Stripe, DoorDash, and OpenAI to get AI-built apps safely to production.
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    Okyline

    Okyline

    Akwatype

    Okyline is an Executable Data Design (EDD) platform for declarative data validation contracts and measurable operational data quality. Instead of maintaining disconnected specifications, validators, tests, and quality dashboards, Okyline uses a single executable contract as the operational source of truth for validation and flow quality monitoring. The same readable contract drives multi-format validation, deterministic execution, quality measurement, data quality gate, and historical quality analytics across APIs, events, files, LLM structured outputs, and enterprise data flows. Community Edition provides the open specification, a free Java validation runtime, a public Claude AI assistant for contract generation, and a free online studio for executable JSON validation contracts and JSON Schema transpilation. Enterprise Edition supports direct validation of JSONL, XML, CSV, FIXED, and EDI flows, data quality gate, and operational quality dashboards, all without databases
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  • 4
    Square 9

    Square 9

    Square 9

    Square 9 removes the frustration of extracting data from documents, forms, and all external sources, so you can harness the full power of your information. Release your team from repetitive tasks while your work flows freely in areas like Accounts Payable, Order Processing, Customer and Vendor Onboarding and Contracts Management.
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    Starting Price: $50/month/user
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    Devin Desktop

    Devin Desktop

    Cognition

    Devin Desktop (formerly Windsurf) is an AI-powered development environment that combines a full-featured IDE with advanced coding agents in a unified workspace. Formerly known as Windsurf, the platform enables developers to manage local and cloud-based AI agents, delegate tasks, review code, and ship software without leaving their editor. Developers can use multiple coding agents simultaneously to research, write, test, debug, and improve code while maintaining full visibility into every change. Devin Desktop includes features such as agent orchestration, shared workspaces, intelligent code completion, contextual code search, and integrated review tools. The platform supports a wide range of models, extensions, language servers, and MCP integrations, allowing teams to work with their preferred tools and workflows. Devin Desktop helps engineering teams accelerate software development, improve productivity, and manage AI-assisted coding at scale.
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    Wrk

    Wrk

    Wrk

    Wrk is the easiest and most comprehensive automation platform. Get access to hundreds of drag-n-drop API connectors, AI-bots, RPA & OCR bots, and even human-based tasks, all in one automation platform. Connect Wrk Actions using an easy to use Wrkflow Designer that allows you to build a fully customized end-to-end automation solution that mirrors your process beginning to end. No API? No problem. Wrk has RPA & AI bots that can overcome API limitations or even human-based tasks for those steps that can only be done by people. Finally, only pay for what you consume with Wrk's consumption-based pricing model. Get started today completely for free, and get $35 of free credit every month!
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    Contra

    Contra

    Lexzur

    Contra is an Agile Contract Lifecycle Management (CLM) and Document Automation Software designed to facilitate and speed up the generation and execution of all contracts. With Contra, any department, in any company, in any industry, can seamlessly draft, edit, redline, and collaborate on contracts, including; auto-generating legal documents from templates, designing approval centres, working with external collaborators and advisors, and even e-signing, tracking, and storing in a central searchable repository. Contra integrates seamlessly with all your favourite apps, including Google Suite, MS Word, Webex, Teams, DocuSign, Dropbox Outlook, and so many more. It’s also available in multiple languages, operating systems, and devices. Contra is made by App4Legal so it also integrates off-the-shelf with its Core Legal Management software, its Self-Serve Client Portal & its External Advisors Portal.
    Starting Price: $11 per user per month
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    Zapier

    Zapier

    Zapier

    Zapier is an AI-powered automation platform designed to help teams safely scale workflows, agents, and AI-driven processes. It connects over 8,000 apps into a single ecosystem, allowing businesses to automate work across tools without writing code. Zapier enables teams to build AI workflows, custom AI agents, and chatbots that handle real tasks automatically. The platform brings AI, data, and automation together in one place for faster execution. Zapier supports enterprise-grade security, compliance, and observability for mission-critical workflows. With pre-built templates and AI-assisted setup, teams can start automating in minutes. Trusted by leading global companies, Zapier turns AI from hype into measurable business results.
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    Starting Price: $19.99 per month
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    Lili

    Lili

    Lili

    Lili provides a unified financial platform designed to simplify financial management for small businesses, helping streamline banking, accounting, and tax processes. Instead of paying for separate products and services, Lili customers have everything you need to run your business on one platform, while reducing hours on administrative work and spending more time growing the businesses. For online banking, Lili offers no minimum balance, no hidden fees, no overdraft fees, and a Visa Debit Card fee-free. Further, with BalanceUp, any overdraft up to $200 on our customers’ Lili Visa® Debit Card is covered. Lili customers can set up their account online in minutes – without the tedious paperwork of other banking solutions. *Lili is a financial technology company, not a bank. Banking services are provided by Choice Financial Group, Member FDIC, or Sunrise Banks, N.A., Member FDIC.
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    LilyPond

    LilyPond

    LilyPond

    LilyPond is a music engraving program, devoted to producing the highest-quality sheet music possible. It brings the aesthetics of traditionally engraved music to computer printouts. LilyPond is free software and part of the GNU Project. LilyPond is a powerful and flexible tool for engraving tasks of all kinds, for example classical music, complex notation, early music, modern music, tablature, vocal music, lead sheets, educational materials, large orchestral projects, customized output, and even Schenker graphs. LilyPond came about when two musicians wanted to go beyond the soulless look of computer-printed sheet music. Musicians prefer reading beautiful music, so why couldn’t programmers write software to produce elegant printed parts? The result is a program that creates beautiful sheet music following the best traditions of classical music engraving. It takes care of the details of layout programmatically, allowing composers, transcribers and publishers to focus on the music.
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    Lily AI

    Lily AI

    Lily AI

    Lily AI enhances shopping experiences by injecting consumer-centric language throughout the retail ecosystem, maximizing technology investments to deliver upwards of a 9-figure revenue lift. Lily AI turns qualitative product attributes into a universal, customer-centered mathematical language with unprecedented accuracy, resulting in a depth and scale of attribution that no other solution can match. Fuel your existing ecommerce platform, search engine, PIM, and SEO/SEM tools with the deepest and most accurate product attribution data in commerce – over 20,000 attributes and counting.
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    Happy Charting

    Happy Charting

    Happy Charting

    Acupuncturists spend 750+ hrs charting every year. What could you be doing with that time? Who could you be spending that time with? Take back 750 hours of your LIFE. Sign a chart in 10 seconds. Do your Charts need more Personalization? You can Customize it to Work for You. Join Hundreds of Acupuncturists across America who use Happy Charting to keep track of their patient records. The Happy Charting Dashboard. It’s the morning of her shift. Lily is at her computer and signs into her Happy Charting account. She sees all of her appointments for the day - on the left. Jill is her first patient. Lily wants to see Jill’s information before she arrives, so she clicks on her appointment bubble. This brings up Jill’s Patient Information, her Chart History and her Fast Chart. From the Chart History - Lily can see that she’s been treating Jill for her rheumatoid arthritis and the resulting joint pain in both her hips and her knees, as well as her poor sleep.
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    LilyView

    LilyView

    LilyView

    LilyView is an easy-to-use lightweight image viewer. The point of LilyView is simple, elegant, efficient, and fast. There is no heavy photo library and no collection of “enhancing” filters. Most of the time there is even no UI at all, just your images. Simply click an image file and view it instantly. Browse through image folders with familiar trackpad gestures or using the keyboard. View your images, not the interface. The controls are few and stay out of sight until you actually need them. You can literally touch an image, most actions can be done with natural multi-touch gestures. The application feels fast and responsive even when viewing gigapixel photos. View images, nothing more. Chromeless, touch-friendly, and fast. We are a small team of indie Mac developers, who live in different countries but share a passion for making great software.
    Starting Price: $9.99 one-time payment
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    Denemo

    Denemo

    Denemo

    Denemo is a free music notation program for GNU/Linux, Mac OSX and Windows that lets you rapidly enter notation which it typesets using the LilyPond music engraver. Music can be typed in at the PC-Keyboard, or played in via MIDI controller, or input acoustically into a microphone plugged into your computer’s soundcard. Denemo uses LilyPond which generates beautiful sheet music to the highest publishing standards. During input Denemo displays the staffs in a simple fashion, so you can enter and edit the music efficiently. The typesetting is done in the background while you work, and is generally flawless publication quality. Some final tweaks can be done on the typeset score with the mouse if needed. This represents an enormous practical improvement over the popular programs which require you to re-position colliding notation constantly as you enter the music. See comparison with Musescore, Finale or Sibelius.
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    LilySpeech

    LilySpeech

    LilySpeech

    LilySpeech is a free speech to text application that lets you type anywhere in windows using your voice instead of typing with your hands. Use it with any application to send emails, do Google searches, Facebook chats, Skype chats. Use it anywhere you would normally type.
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    Revolte

    Revolte

    Revolte.ai

    Revolte is an AI-powered software engineering platform that automates the software development lifecycle from planning to production. The platform executes development, testing, deployment, and runtime operations while keeping engineers in control of requirements, approvals, and outcomes. It integrates with popular engineering tools such as Jira, Git, Figma, Kubernetes, Terraform, Slack, and cloud platforms to fit into existing development workflows. Revolte supports building new applications, modernizing legacy systems, operating production environments, and accelerating feature delivery through AI-driven workflows. Delivery Intelligence, platform automation, and runtime observability help engineering teams improve release quality while reducing manual work. By combining AI execution with developer oversight, Revolte enables faster software delivery, more efficient operations, and fewer production incidents.
    Starting Price: $149/month
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    GSD Pi

    GSD Pi

    Open GSD

    GSD Pi is a local-first coding agent for planning, implementing, verifying, and tracking project work from the command line. It combines a terminal agent, project workflow tools, worktree-aware Git automation, local project memory, model routing, and optional UI integrations so a project can move from idea to reviewed implementation with less manual coordination. GSD Pi is built around an execution loop that keeps AI-assisted engineering honest: discuss messy intent into explicit scope, plan durable slices with the right context, execute work in clean contexts and worktrees, verify behavior with evidence, and ship with clean commits and trustworthy handoffs. From the shell, users can start guided or quick coding sessions, break work into milestones, slices, and tasks, and let auto mode plan, implement, verify, and advance the work. It stores requirements, decisions, runtime notes, generated plans, summaries, and validation evidence.
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    Tonkotsu

    Tonkotsu

    Tonkotsu

    Tonkotsu is a desktop application that lets developers manage a team of AI coding agents from a document-centric interface, enabling a structured plan, code, and verify workflow that scales software development by delegating multiple coding tasks in parallel while maintaining human oversight and control. From within a single doc, users set project direction and context, Tonkotsu analyzes codebases and drafts detailed plans, and then developers assign and manage dozens of autonomous tasks without micromanagement; once work is complete, teams review diffs, comment inline, and approve changes, with automatic build, lint, test, conflict resolution, and merges to streamline iteration, ensuring no commits are finalized without explicit approval. Built for professional developers on macOS and Windows, it supports planning across multiple repositories, symbol lookup for context continuity, task dependency specification to order work logically, and automatic verification to enhance accuracy.
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    Agentforce Vibes
    Agentforce Vibes introduces vibe coding, a generative AI–powered approach that lets developers convert natural language instructions into production-ready Salesforce applications with enterprise-grade security, governance, and infrastructure. Unlike simpler vibe coding tools aimed at prototyping, Agentforce Vibes supports the full development lifecycle, ideation, building, testing, deployment, and observability, while integrating with Salesforce’s platform and trust layers. It functions as an AI-powered IDE (usable within VS Code or any VS Code-compatible environment) that understands your Salesforce schema and metadata, enabling features such as agentic code generation (Apex, HTML, CSS, JavaScript), intelligent rule enforcement, test case generation, debugging, rollbacks, and natural language DevOps. It supports multiple language models, is extensible via Model Context Protocol (MCP) with over 20 built-in tools, and allows reuse of existing code.
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    Manus AI

    Manus AI

    Manus AI

    Manus is a versatile general AI agent that bridges the gap between thought and action, seamlessly executing tasks in both professional and personal contexts. From data analysis and travel planning to educational material creation and stock insights, Manus helps users get things done while they focus on other priorities. With its ability to perform complex research, design interactive presentations, and analyze market trends, Manus is designed to improve productivity and efficiency. It also generates clear, actionable insights, making it an essential tool for professionals and individuals seeking to simplify their workflows and gain deeper insights. Manus Desktop with the “My Computer” capability enables an AI agent to operate directly on a user’s local machine rather than being confined to the cloud. It interacts with files, applications, and development environments through command line execution, allowing seamless control over local workflows.
    Starting Price: $20/month
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    oh-my-codex (OMX)

    oh-my-codex (OMX)

    oh-my-codex (OMX)

    oh-my-codex, also known as OMX, is a workflow layer for OpenAI Codex CLI that helps users start stronger coding sessions and manage complex development work with more structure. The tool keeps Codex as the execution engine while adding prompts, skills, hooks, runtime support, HUDs, agent teams, and durable project state. OMX supports a recommended workflow built around deep interviews, planning, goal creation, execution, verification, and long-running task management. It stores project guidance, plans, logs, memory, and runtime state in a dedicated .omx folder so work can stay organized across sessions. The platform is primarily designed for macOS and Linux users working with Codex CLI, with additional support for team workflows through tmux. oh-my-codex helps developers use Codex more effectively by adding repeatable processes, stronger task routing, and better runtime coordination.
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    Otto Engineer

    Otto Engineer

    Otto Engineer

    The AI sidekick that tests its own code and iterates until it works. Otto Engineer is an autonomous agent that takes AI-assisted coding to the next level. Otto executes its code and tests it to make sure it works. If there are errors, it will keep iterating until the code works. Otto is built on web containers, a runtime for executing Node.js and OS commands that runs entirely in the browser, with a virtual, in-memory file system Since it all runs in the browser, you just start a new chat and put Otto to work, watching it run commands and edit code in the embedded terminal and editor. Otto can install and use npm packages, tweak its TS config, and write its own tests. Say goodbye to hallucinated code that doesn't actually work.
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    Nora

    Nora

    Nora

    Nora is described as a “deep reasoning agent” built for software development with a special focus on Web3 stacks. The platform supports major smart-contract languages like Solidity, Move, Cairo, and Rust and adapts to their execution models and semantics. It is compiler- and VM-aware by design: it understands bytecode generation, control flow, instruction-level transformations, and custom runtime environments (EVM, WASM, etc.). Its debugging and validation capabilities are context-aware, enabling it to identify subtle bugs, unintended state behaviors, and architectural bottlenecks across complex codebases. Nora also aims to accelerate the path from idea to product by assisting teams with core module development, interface wiring, integration testing, deployment logic, and maintaining architectural integrity, helping reduce context-switching and speed up Web3 productization.
    Starting Price: $29 per month
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    Poolside

    Poolside

    Poolside.ai

    Poolside is an AI coding agent platform that works directly within the tools developers already use, including CLI, VS Code, Visual Studio, Zed, JetBrains, web, and headless environments. The platform enables developers to run agents from the terminal, inside their IDE, through a browser, or within CI/CD pipelines. Poolside supports sandboxed execution, allowing code to be tested and validated in isolated environments before changes affect a codebase. Its fine-grained permission controls let teams decide exactly what agents can read, write, run, or access. The platform also provides version control for agent work, traceability, observability, usage metrics, and centralized governance through the Poolside Console. By combining developer-native integrations with enterprise controls, Poolside helps engineering teams automate coding, testing, review, and development workflows safely.
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    Polyscope

    Polyscope

    Beyond Code

    Polyscope is an agent-first development environment designed to orchestrate and run multiple AI coding agents in parallel, allowing developers to automate complex software engineering workflows. It works with advanced coding models such as Claude Code and OpenAI Codex, enabling users to launch several agents simultaneously while maintaining separate, isolated workspaces for each task. Each agent operates inside its own copy-on-write environment, which allows the system to safely experiment with different approaches, modify files, and test changes without affecting the original project. It enables developers to run dozens of AI agents concurrently to generate code, analyze repositories, perform debugging, or experiment with alternative solutions across the same codebase. Itis delivered as a native macOS tool designed for high-performance agent execution, giving engineers a centralized interface to observe agent progress and manage tasks.
    Starting Price: $99 per year
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    Prefect

    Prefect

    Prefect

    Prefect is a workflow orchestration and automation platform designed for the modern context-driven era. It enables teams to turn Python functions into production-ready workflows with minimal effort. Prefect provides open-source foundations alongside managed platforms for enterprise-scale automation. The platform supports building and orchestrating data pipelines, workflows, and AI applications with full observability. Prefect Cloud offers managed orchestration with autoscaling, enterprise authentication, and built-in governance. Prefect Horizon extends automation to AI infrastructure by enabling deployment of MCP servers for AI agents. Trusted by leading organizations, Prefect helps teams scale automation without operational complexity.
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    Orby

    Orby

    Orby

    Orby’s enterprise AI automation fundamentally transforms the way your teams perform, empowering enterprise efficiency and automation at scale. Orby’s Generative Process Automation (GPA) dramatically increases the scope and breadth of what can be automated, and significantly decreases the cost and complexity of enterprise automation, reducing time-to-value from months to minutes. Orby’s enterprise-purposed foundation model can understand context, and reason, and make intelligent decisions, learning from and operating the same as your most experienced and efficient team members. Orby’s generative AI platform is the only solution available today that combines a multimodal Large Action Model (LAM) and sophisticated AI agents with state-of-the-art neuro-symbolic programming. Seamlessly observes the process as it’s being performed, with no manual intervention. AI Agent learns all required steps and applications, and documents interdependencies.
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    Streamline AI

    Streamline AI

    Streamline AI

    Streamline AI is an intelligent intake, triage, and workflow automation platform built for in-house legal teams. It provides self-help services at your specific direction and is not a law firm or a substitute for an attorney or law firm. The platform offers features such as AI-powered contract review, workflow automation, matter management, analytics and reporting, and integrations with existing tools. Streamline AI's no-code tool allows you to easily create custom intake forms that dynamically adapt to user responses, automatically routing requests based on the provided answers to fast-track the review and approvals process. It consolidates all requests into one source of truth for efficient management of legal matters from start to finish, providing real-time visibility into request types, the latest review steps, and approval status. The platform also boosts collaboration between legal teams and business stakeholders with a central hub for all request details, comments, etc.
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    Synta

    Synta

    Synta

    Synta is the AI-powered workflow builder built specifically for n8n. Start in the Synta web app and describe what you want to automate in plain English. Copilot searches 800+ verified node schemas, reads best practices, and returns a working prototype in minutes. When you are ready to go further, connect Synta MCP to Cursor, Claude, or any MCP client and your AI becomes a full n8n expert. It pulls node documentation, workflow patterns, and production templates, then builds, edits, and deploys directly into your n8n instance. No copy-pasting JSON, no manual imports, no credential headaches. And when workflows break, Synta MCP triggers test runs, reads live output from every node, diagnoses what failed, and rewrites the config automatically until every execution passes. From first idea to production-ready automation, Synta handles the build, the deploy, and the debug.
    Starting Price: $34/month
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    Flow-Like

    Flow-Like

    TM9657 GmbH

    Flow-Like is an open-source, typed, local-first workflow automation engine for building and executing automation and AI workflows in self-hosted or offline environments. It combines visual, graph-based workflows with strong typing and deterministic execution, making complex systems easier to understand, validate, and maintain. Unlike many workflow tools that rely on untyped JSON, cloud-only backends, or opaque runtime behavior, Flow-Like makes data flow and execution explicit and inspectable. Workflows can run locally, on private servers, in containers, or in Kubernetes without changing semantics. The core runtime is written in Rust for performance, safety, and portability. Flow-Like supports event-driven automation, data processing, document ingestion, and AI pipelines, including typed agent and RAG workflows using local or hosted models. It is designed for developers and organizations that need reliable automation with full control over infrastructure and data.
    Starting Price: $9.99/month
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    Agent 3

    Agent 3

    Replit

    Replit Agent 3 is the most autonomous, AI-powered builder yet for creating production-ready applications entirely through natural-language prompts. You describe the app or website idea, and Agent automatically handles everything: setting up the full-stack environment, designing interfaces, configuring databases, managing dependencies, and integrating authentication or third-party services like Stripe or OpenAI. It offers two development modes: a visual-first “Start with a design” option that generates a clickable prototype in just minutes before enabling full functionality, or a “Build the full app” mode that constructs a functioning application, including frontend, backend, and integrations, in around 10 minutes. Agent 3 also self-tests within a browser workflow, identifying bugs, fixing them, and rerunning tests in a continuous reflection loop that is up to 3x faster and 10x more cost-efficient than traditional testing models.
    Starting Price: $20 per month
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    Civic

    Civic

    Civic Technologies

    Civic is redefining how teams sign in and get work done with its two core solutions: Civic Auth and Civic Nexus. Civic Auth delivers a simple, secure sign-in experience that works across apps, servers, and assistants, combining Web2 ease with Web3 readiness. Civic Nexus unifies data, SaaS apps, and AI tools into intelligent workflows that automate everything from simple tasks to complex business processes. Together, they create a foundation of trust and efficiency, reducing friction at every step. Developers can integrate Civic with a 5-minute SDK setup and flexible prompts. The result is faster onboarding, safer authentication, and smarter automation for modern teams.
    Starting Price: $37.50 per month
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    Aident AI

    Aident AI

    Aident AI

    No coding. No drag-and-drop frustration. APE(Aident Playbook Editor) lets you write in plain English, test instantly, and get your first automation working in minutes. APE (Aident Playbook Editor) is your AI-powered workflow editor for small teams. Instead of wiring drag-and-drop nodes or hiring technical help, describe your process in plain English. APE’s Editor Agent converts your text into a working Playbook—a reliable workflow that executes across your favorite tools. You can test, debug, and run it anytime. Connect with 250+ tools like Google Sheets, Notion, Slack, and Twitter. Built for non-technical founders, APE makes automation accessible and empowering. 1. Start with a Goal — Describe what you want automated; 2. AI Drafts It — APE generates a ready-to-run workflow; 3. Test & Approve — Preview and refine results in minutes; 4. Run & Scale — Let APE keep your workflows alive and reliable.
    Starting Price: $12/month
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    Zenflow

    Zenflow

    Zencoder

    Zenflow is an AI orchestration platform built to bring discipline and structure to AI-assisted software development by coordinating multiple AI agents in spec-driven workflows, enforcing planning, implementation, testing, and review steps so output stays aligned with defined requirements rather than ad-hoc prompting. It organizes repeatable processes that run on autopilot or with human review, with built-in automated verification and cross-agent quality gates to reduce errors and “AI slop.” Zenflow enables parallel execution of tasks in isolated environments, provides visibility into agent work via project management views, and supports pre-built workflows for features, bug fixes, and refactors that users can extend or customize. It anchors tasks to a single source of truth such as PRDs or architecture documents to prevent drift and scope creep, and coordinates agent diversity to catch blind spots across model families.
    Starting Price: $19 per user per month
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    Ovren

    Ovren

    Ovren

    Ovren is an AI-powered development platform designed to function as a full “AI engineering department,” enabling teams to automate real software development work directly inside their existing codebase. Instead of acting as a coding assistant that only suggests snippets, Ovren connects to a GitHub repository and deploys autonomous AI frontend and backend engineers that understand the structure, conventions, and logic of the project. Users can assign scoped tasks such as implementing features, fixing bugs, refactoring code, or adding tests, and the system executes these tasks end-to-end, producing production-ready code updates with detailed execution logs and reports. It operates through a streamlined workflow: users connect their project, assign an AI engineer, and then review the generated code before approving it, ensuring that nothing is merged without human oversight.
    Starting Price: $20 per month
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    GitStart

    GitStart

    GitStart

    Assign tickets, and get high-quality production code powered by AI agents and our global developer community. Increase your capacity without increasing the engineering headcount. If you have more items on your plate than the capacity to ship them, assign them to GitStart. We believe coding can change lives and we are on a mission to grow the world's future software talent. Select which parts of your repo GitStart can access with our secure git-sharing tool. Share only what you want at all times, and keep your configuration file under your lock and key. Assign sprint-sized tickets and our LLM assistant will help you translate requirements into a fully-formed ticket. No one likes long review cycles, so GitStart pushes PRs that have been through internal code and QA checks. You review the work in your repo, request any necessary changes, and merge. You can approve or reject each PR cost estimate once we've understood the scope and before we start any work.
    Starting Price: $11 per credit
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    Squire AI

    Squire AI

    Squire AI

    Get away from essay writing, Squire writes pull request descriptions for you. Keep your team in sync with a clear description and changelog. With an agentic workflow, Squire has a team reviewing your PR with the full context of your codebase. Able to catch many issues like systemic breaking changes, security concerns, and even small spelling mistakes. We improve code quality and get your PR into production. Squire is a context-aware agent who works with you to write pull request descriptions, review PRs, and learn how you like your code reviewed. Squire learns how your team reviews code and fits your style with explicit configuration and learning from your team's interactions. Map and synchronize ownership and responsibility across your entire engineering stack. Maintain compliance by applying and maintaining rules on your engineering components.
    Starting Price: $20 per month
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    PlayerZero

    PlayerZero

    PlayerZero

    PlayerZero is an AI-driven predictive quality platform designed to help engineering, QA, and support teams monitor, diagnose, and resolve software issues before they impact customers by deeply understanding complex codebases and simulating how code will behave in real-world conditions. It applies proprietary AI models and semantic graph analysis to integrate signals from source code, runtime telemetry, customer tickets, documentation, and historical data, giving users unified, context-rich insights into what their software does, why it’s broken, and how to fix or improve it. Its agentic debugging agents can autonomously triage, root cause analyze, and even suggest fixes for issues, reducing escalations and accelerating resolution times while preserving audit trails, governance, and approval workflows. PlayerZero also includes CodeSim, an agentic code simulation capability powered by the Sim-1 model that predicts the impact of changes.
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    Flyte

    Flyte

    Union.ai

    The workflow automation platform for complex, mission-critical data and ML processes at scale. Flyte makes it easy to create concurrent, scalable, and maintainable workflows for machine learning and data processing. Flyte is used in production at Lyft, Spotify, Freenome, and others. At Lyft, Flyte has been serving production model training and data processing for over four years, becoming the de-facto platform for teams like pricing, locations, ETA, mapping, autonomous, and more. In fact, Flyte manages over 10,000 unique workflows at Lyft, totaling over 1,000,000 executions every month, 20 million tasks, and 40 million containers. Flyte has been battle-tested at Lyft, Spotify, Freenome, and others. It is entirely open-source with an Apache 2.0 license under the Linux Foundation with a cross-industry overseeing committee. Configuring machine learning and data workflows can get complex and error-prone with YAML.
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    Microsoft 365 Copilot Workflows
    Workflows is an agent within Microsoft 365 Copilot that enables users to automate tasks across Microsoft 365 applications by simply describing what they want in natural language, no manual step-configuration or connector setup needed. It lets you trigger actions on schedules or in response to events, collect and save user input with adaptive cards in Teams, and use your Microsoft 365 data (such as calendar entries, mail messages, or lists) directly without coding. After you submit a prompt, Workflows automatically resolves the services you referenced (Outlook inbox, Teams channel, etc.), generates a functioning workflow in the visual designer, and lets you test, monitor, and manage it via an Activity tab and Home page. Supported triggers and actions include recurrence, AI actions, Outlook (get emails, create events), Teams (post messages, adaptive cards), SharePoint (add/delete items), Planner (list tasks), Approvals, and Dataverse (AI Prompt).
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    JetStream Security
    JetStream Security is a security-first AI governance platform designed to give enterprises full visibility, control, and accountability over their AI systems by turning them from opaque, fragmented tools into managed, traceable infrastructure. It acts as a centralized control plane that connects identity, runtime governance, observability, and financial oversight into a single system, allowing organizations to “see every AI action, tie actions to accountable owners, [and] keep workflows inside approved boundaries” while enforcing policy at runtime. It introduces agentic identity, binding human, agentic, and non-human identities to specific actions and access permissions, ensuring every invocation, tool call, or workflow can be traced and governed through least-privilege access principles. Through continuous runtime governance, JetStream compares live AI behavior against approved blueprints, using immutable logging and real-time observability to detect drift.
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    Intellistack

    Intellistack

    Intellistack

    Intellistack Streamline is a secure, AI-native, no-code workflow automation platform designed to help organizations eliminate manual processes, connect siloed systems, and streamline operations. The platform enables businesses to replace disconnected tools and inefficient workflows with a centralized solution built around data safety and compliance. Intellistack Streamline allows teams to automate workflows, create digital forms, generate documents, manage contracts, and collect eSignatures without coding expertise. It integrates with systems such as EHRs, CRMs, databases, SharePoint, Salesforce, Epic, Cerner, Slack, Snowflake, and SQL databases to create seamless data-driven processes. The platform is designed for organizations that handle sensitive information and require strong security, governance, and compliance controls. Intellistack Streamline helps businesses reduce costs, improve efficiency, consolidate vendors, and reclaim time spent on repetitive administrative tasks.
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    ZCode

    ZCode

    Z.ai

    ZCode is an Agentic Development Environment built to bring GLM-5.2 into real coding workflows, combining the best AI agents with existing tools so developers can plan, code, review, and deploy without friction. It is designed for long-context, long-horizon, and agentic coding tasks, helping users move from requirement understanding to implementation, verification, and review inside one stable desktop workspace. ZCode Agent is the default self-developed agent framework, deeply integrated with tasks, models, permissions, file references, execution modes, Git branch state, and commit flow, making it a strong fit for everyday development, task breakdown, multi-file edits, debugging, testing, project preview, and continuous project work. Built around GLM-5.2, ZCode keeps goals, files, terminal results, browser context, execution modes, and Git state in the same task, so complex work can continue without losing continuity.
    Starting Price: $16.20 per month
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    Preloop

    Preloop

    Preloop

    Preloop is the open source AI agent control plane for agents that take real actions. It combines an MCP firewall for tool access, an AI model gateway for cost, safety, and attribution, policy-as-code with human approvals, runtime session observability, and audit trails in a single self-hostable platform. AI agents can deploy code, change infrastructure, move money, touch production data, and burn model spend in seconds, so Preloop helps teams control what agents can do, how much they spend, and which actions require human approval. It works with OpenClaw, Hermes, Claude Code, Codex CLI, Cursor, Gemini CLI, Windsurf, Cline, OpenCode, and any MCP-compatible agent or managed runtime. Access rules can inspect arguments and context, not just tool names, with CEL expressions for fine-grained conditions. Teams can start with observability, then layer in approvals and deny rules without SDKs or invasive app changes.
    Starting Price: $290 per month
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    FloTorch

    FloTorch

    FloTorch

    FloTorch is an enterprise platform designed for teams to securely and rapidly build, deploy, and scale agentic workflows. It accelerates the journey from prototyping to production by providing highly scalable, pluggable endpoints. The platform incorporates built-in observability, evaluation, and automated request routing to ensure that agents are performant and optimized for cost, latency, and throughput. With FloTorch you can Evaluate and optimize your workflows against your own specific performance metrics for cost, latency, and throughput. Use agentic assets in multiple ways—from no-code interfaces to SDKs and assistants. Plug and play models seamlessly without changing your existing workflows Gain full visibility with built-in observability and tracing
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    elsai Procurement
    elsai Procurement delivers Procurement Tracking Intelligence with governed AI workflows. Automate supplier onboarding, RFQs, sourcing, contract management, compliance validation, approvals, and procurement tracking across your existing ERP, CLM, and vendor systems. Every action is governed by policy guardrails, human oversight, audit trails, and full observability, helping enterprises accelerate procurement while maintaining compliance, accountability, and control.
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    Dynamiq

    Dynamiq

    Dynamiq

    Dynamiq is a platform built for engineers and data scientists to build, deploy, test, monitor and fine-tune Large Language Models for any use case the enterprise wants to tackle. Key features: 🛠️ Workflows: Build GenAI workflows in a low-code interface to automate tasks at scale 🧠 Knowledge & RAG: Create custom RAG knowledge bases and deploy vector DBs in minutes 🤖 Agents Ops: Create custom LLM agents to solve complex task and connect them to your internal APIs 📈 Observability: Log all interactions, use large-scale LLM quality evaluations 🦺 Guardrails: Precise and reliable LLM outputs with pre-built validators, detection of sensitive content, and data leak prevention 📻 Fine-tuning: Fine-tune proprietary LLM models to make them your own
    Starting Price: $125/month
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    Kombai

    Kombai

    Kombai

    Kombai is an AI agent for frontend. It combines specialized frontend skills, deep browser access, and a dev-like understanding of your repo. Use it to build, refactor, test, and improve every part of your frontend.
    Starting Price: $20/month
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    MiniMax Code
    MiniMax Code brings the agent experience to Mac and Windows, where users can pick a workspace, describe what they need, and let the agent read, analyze, batch-process, and act on local files or remote tasks. Instead of manually managing every step, users define the goal and MiniMax Code builds the right agent team, soloing simple tasks and teaming up on complex work. The agent remembers habits, preferences, projects, and repeated workflows through persistent memory, generating skills over time so users do not have to explain the same context again. It is designed to work where people already chat, handling local files, remote work, schedules, teams, memories, and skills directly from the conversation. The product supports advanced coding and agentic workflows, including multi-file edits, test-validated repairs, long-horizon tool chains, planning, document summarization, creative writing, research, full-stack development, reports, presentations, web development, and everyday Q&A.
    Starting Price: $20 per month
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    Autonomy AI

    Autonomy AI

    Autonomy AI

    ​Autonomy AI is an AI-powered platform designed to accelerate front-end development by integrating deeply into a company's existing codebase and workflows. It operates within the organization's stack, automatically reusing and adding to the design system and existing codebase, much like a human developer, thereby reducing technical debt before it starts. It is powered by the Agentic Context Engine (ACE), which understands the intricacies of the codebase, analyzes the nuances of Figma designs at a superhuman level, and keeps track of all this knowledge as it works. AutonomyAI works inside the workflow with a deep understanding of libraries, configurations, and company standards to create organization-specific, production-grade code, optimizing every stage of development. It functions as an organic part of the development team, understanding tasks autonomously, iterating independently, incorporating feedback seamlessly, and working rapidly.