Alternatives to Dedoctive
Compare Dedoctive alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Dedoctive in 2026. Compare features, ratings, user reviews, pricing, and more from Dedoctive competitors and alternatives in order to make an informed decision for your business.
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1
Acade
Acade
Acade is an AI research co-scientist who starts with a research question and turns it into a structured, verifiable research loop. It helps researchers map literature, propose traceable hypotheses, plan experiments, interpret results, and turn the full path into an evidence-backed report while keeping the scientist in control. It is built for human-in-the-loop research, supporting users as they search, compare, critique, and document evidence without replacing scientific judgment. Acade begins with research question intake, capturing the domain, goal, constraints, files, assumptions, and expected decision before the agent starts. It can organize relevant papers, claims, methods, debates, and research gaps into a literature-grounded map while preserving source provenance. It also generates hypothesis cards that compare evidence, counter-evidence, novelty, feasibility, and risk, helping researchers review candidate ideas before execution. -
2
elsai Foundry
elsai
elsai Foundry is a governance-first platform to design, deploy, and operate AI agents for regulated enterprise workflows. It embeds compliance guardrails, PHI/PII redaction, prompt management, and real-time ARMS observability into every workflow. Its architecture spans multi-agent orchestration, policy and approvals enforcement, human-in-the-loop controls, domain intelligence, and pre-built agents across healthcare, life sciences, insurance, procurement, and supply chain. -
3
Cortex AgentiX
Palo Alto Networks
Cortex AgentiX is the next-generation evolution of Cortex XSOAR®, designed by Palo Alto Networks to securely build, deploy, and govern AI-powered security agents. It enables organizations to unleash agentic AI that acts as intelligent teammates, capable of planning and executing complex workflows around the clock. Cortex AgentiX is powered by over 1.2 billion real-world playbook executions, providing agents with proven operational intelligence. The platform offers a rich library of ready-to-use agents while also supporting custom, no-code agent creation tailored to specific security needs. With built-in guardrails, Cortex AgentiX ensures agents operate with the appropriate level of autonomy, including human-in-the-loop approvals for critical actions. Full transparency allows teams to trace every agent decision, action, and outcome for audit and compliance purposes. Cortex AgentiX integrates seamlessly across the Cortex ecosystem to help organizations stay ahead of evolving threats. -
4
AirOps
AirOps
AirOps is a content engineering platform built to help brands win visibility in modern search and AI-driven discovery. It combines data, workflows, and human-in-the-loop AI to power high-quality content at scale. AirOps brings together SEO, AI search, analytics, and performance insights into one unified system. The platform helps teams identify where to invest next to earn citations and drive measurable ROI. Built-in workflows turn insights into optimized, trustworthy content without jumping between tools. Brand guardrails and governance ensure content stays accurate, on-brand, and credible. AirOps enables marketers to adapt to how search really works today and stay visible as AI reshapes discovery. -
5
Asteroid AI
Asteroid AI
Asteroid is an AI-driven browser-automation platform that lets both non-technical users and engineers build, deploy, monitor, and refine complex web workflows without writing traditional code. Its core is a graph-based agent builder where you describe desired tasks in natural language and configure repeatable logic with variables and structured outputs. Behind the scenes, Asteroid combines encrypted credential management, selector-based guardrails powered by Playwright, and live browser control to navigate pages, interact with UI elements, and call external APIs as needed. You can instantly deploy agents via a RESTful API, embed them into existing systems, or iterate in the platform’s console with real-time supervision, debugging tools, and human-in-the-loop checkpoints. Use cases range from multi-step data retrieval (insurance quotes, grant applications) and intelligent data entry into legacy systems (patient records, supplier portals) to automated reporting.Starting Price: $30 per month -
6
Oracle AI Agent Platform
Oracle
Oracle AI Agent Platform is a fully-managed service that enables the creation, deployment, and management of intelligent virtual agents powered by large language models and integrated AI technologies. Agents can be set up through a simple few-step process, and can orchestrate tools such as natural‐language-to‐SQL conversion, retrieval-augmented generation from enterprise knowledge bases, custom function or API calling, and even the ability to coordinate sub-agents. They support multi-turn conversational experiences with context retention across sessions, enabling agents to handle follow‐up questions and maintain personalised, consistent interactions. Built-in guardrails help enforce content moderation, prompt-injection prevention, and protection of PII (personally identifiable information), while optional human-in-the-loop workflows allow real-time supervision and escalation.Starting Price: $0.003 per 10,000 transactions -
7
Keymakr
Keymakr
Keymakr provides image and video data annotation, along with data creation, collection, and validation services for AI and machine learning computer vision projects of any scale. The company’s core expertise lies in delivering high-quality training data for multimodal and embodied AI systems, and supporting human-verified annotation and LLM ground-truth validation of model outputs. Keymakr's motto, "Human teaching for machine learning," reflects its commitment to the human-in-the-loop approach. This is why the company maintains an in-house team of over 600 highly skilled annotators. Keymakr's goal is to deliver custom datasets that enhance the accuracy and efficiency of ML systems. To create precise datasets, Keymakr developed Keylabs.ai, a powerful enterprise-grade annotation platform that supports all annotation types. Keymakr also follows strict data security and compliance standards, holds ISO 9001 and ISO 27001 certifications, and maintains GDPR and HIPAA compliance.Starting Price: $7/hour -
8
ClearDemand
ClearDemand
ClearDemand is an AI-powered legal platform built for personal injury plaintiff and defense attorneys. It manages the full PI workflow, from medical record ingestion to demand letters and settlement insights. ClearDemand converts scanned medical records into fully searchable, source-linked data using medical-specialized OCR. Every extracted fact is verified with source citations to eliminate AI hallucinations and credibility risks. Attorneys can generate demand letters in their firm’s unique writing voice, not generic templates. The platform integrates seamlessly with tools like Clio, Filevine, and other leading case management systems. ClearDemand prioritizes accuracy, transparency, and attorney control at every step.Starting Price: $199/month -
9
Dhisana AI
Dhisana AI
Dhisana AI delivers intelligent automation across the entire revenue funnel, transforming revenue teams’ workflows into self-driving, always-on operations with its patent-pending Cognitive Architecture, which blends large language models with planning and reasoning engines and supports human‑in‑the‑loop guardrails. Its cornerstone is Agentic Flows, which automate key tasks such as account discovery by scanning multiple data sources to build ideal customer profiles; lead prioritization by analyzing fit, intent, and engagement in real time; adaptive outreach that crafts personalized messages and optimizes timing based on live signals; meeting intelligence that prepares comprehensive briefs with stakeholder insights; and conversation intelligence that transcribes calls, highlights pain points, competitor mentions, and sentiment. Dhisana also offers intent intelligence that alerts teams to buyer signals, deal acceleration with next-best-action recommendations, and deep research.Starting Price: $199 per month -
10
Coform AI
Coform AI
Coform AI is a no-code agentic workflow platform for enterprises and mid-market companies, built to configure autonomous AI agents that orchestrate complex operations across systems and deliver real business value. It helps teams build workflows that do more than automate simple tasks, combining agent orchestration, ready-to-use templates, monitoring, governance, and deployment in one extensible layer. Coform AI lets users connect enterprise systems, configure workflows, and go live without code or machine learning expertise, with support for multimodal inputs such as text, images, documents, and audio. Its visual drag-and-drop builder, 40+ ready-to-deploy templates, LLM-agnostic architecture, API connectivity, human-in-the-loop controls, built-in guardrails, audit trails, and cost transparency help teams move from complex manual operations to secure automated workflows. -
11
Cua
Cua
Cua is a computer-use agent platform that lets AI agents see screens, click buttons, type, and run code just like a human across macOS, Windows, Linux, browsers, and mobile environments. It provides cloud-based, sandboxed desktops where agents can automate real software workflows without relying on APIs. Built on open-source Cua agents, the platform enables developers to build, run, and scale computer-use agents with precision and reliability. Cua supports multi-step tasks, structured outputs, and human-in-the-loop recovery for complex automation. Agents operate in fully isolated environments to ensure safety and reproducibility. Cua is designed to make AI interaction with real applications practical and scalable.Starting Price: $10/month -
12
Varick Agents
Varick Agents
Varick Agents builds and deploys custom AI agent solutions designed to automate entire operational processes rather than isolated tasks, enabling organizations to transform departments such as finance, operations, revenue, legal, admissions, and customer support with purpose-built AI that connects directly to ERP, CRM, practice management, and other core tools without requiring platform migration or long discovery phases; their agents are tailored to each client’s unique workflows and can handle end-to-end work such as client intake, contract analysis, admissions support, financial reconciliation, marketing attribution, and 24/7 customer service automation with human-in-the-loop guardrails so teams can focus on high-value work. The engagement model emphasizes rapid deployment (often under 30 days), seamless integration, and measurable business impact. -
13
DeepRails
DeepRails
DeepRails is an AI reliability platform that provides research-driven guardrails designed to continuously evaluate, monitor, and correct outputs from large language models to help teams build trustworthy production-grade AI applications; it offers multiple core services, including the Defend API to safeguard applications in real time with automated guardrails and correction workflows, and the Monitor API to observe AI performance, detect regressions, track quality metrics like correctness, completeness, instruction and context adherence, ground-truth alignment, and comprehensive safety, and alert teams before issues reach users. DeepRails’ unified console lets users visualize evaluation data, manage workflows, and configure guardrail metrics efficiently, while its proprietary evaluation engine uses a multimodel partitioned approach to score AI outputs against research-backed metrics that measure aspects.Starting Price: $49 per month -
14
Verta
Verta
Get everything you need to start customizing LLMs and prompts immediately, no PhD required. Starter Kits with model, prompt, and dataset suggestions matched to your use case allow you to begin testing, evaluating, and refining model outputs right away. Experiment with multiple models (proprietary and open source), prompts, and techniques simultaneously to speed up the iteration process. Automated testing and evaluation and AI-powered prompt and refinement suggestions enable you to run many experiments at once to quickly achieve high-quality results. Verta’s easy-to-use platform empowers builders of all tech levels to achieve high-quality model outputs quickly. Using a human-in-the-loop approach to evaluation, Verta prioritizes human feedback at key points in the iteration cycle to capture expertise and develop IP to differentiate your GenAI products. Easily keep track of your best-performing options from Verta’s Leaderboard. -
15
ASAPP
ASAPP
ASAPP creates AI solutions that solve the toughest problems in customer service. With native AI at our core, our solutions get beyond basic automation to dramatically increase contact center capacity. At the center of our approach is GenerativeAgent®—a customer service AI agent that autonomously and safely resolves complex customer interactions over voice and chat. When unable to fully resolve on its own, it knows how and when to involve the right human agents. • Real-time AI-human collaboration with Human-in-the-Loop Agent (HILA) workflow • Full visibility into GenerativeAgent interactions, and Conversation Monitoring for QA at scale • Enterprise-Grade Guardrails & Data Protection • Safely test AI behavior in simulated environments to help you launch confidently Designed for enterprise contact centers, GenerativeAgent® is ideal for organizations handling high volumes of complex voice and chat interactions, including those in regulated industries. -
16
Agent Builder
OpenAI
Agent Builder is part of OpenAI’s tooling for constructing agentic applications, systems that use large language models to perform multi-step tasks autonomously, with governance, tool integration, memory, orchestration, and observability baked in. The platform offers a composable set of primitives—models, tools, memory/state, guardrails, and workflow orchestration- that developers assemble into agents capable of deciding when to call a tool, when to act, and when to halt and hand off control. OpenAI provides a new Responses API that combines chat capabilities with built-in tool use, along with an Agents SDK (Python, JS/TS) that abstracts the control loop, supports guardrail enforcement (validations on inputs/outputs), handoffs between agents, session management, and tracing of agent executions. Agents can be augmented with built-in tools like web search, file search, or computer use, or custom function-calling tools. -
17
Velatir
Velatir
Velatir is an AI-governance platform designed to bridge advanced AI systems with compliance and human oversight. We provide human-in-the-loop governance that turns regulation from a barrier into an enabler. Using a smart policy engine, intelligent routing, seamless approval workflows (via Slack, Teams, email, or web), and full audit logging, Velatir ensures AI adoption is safe, explainable, and scalable. Built on a 100 % EU-based stack, we help operations, IT, and compliance teams manage risk, compliance, and efficiency.Starting Price: 98 EUR/month -
18
AdminTech
AdminTech
AdminTech is a specialised Swiss LegalTech company dedicated to contract automation for Swiss SMEs and corporate legal teams. At the core of our platform is Amy, an AI Lawyer designed to replace static templates with a dynamic, conversational experience. Functioning as your 24/7 legal assistant, Amy guides you through a simple chat in English, German, or French, asking clear questions to prepare a tailored contract. By understanding your specific needs, she helps you create contracts that are legally secure and customised to your situation in just minutes. Our unique 'Human-in-the-Loop' model ensures that every document is grounded in the proven expertise of qualified Swiss lawyers. With a secure, centralised dashboard to manage your documents, AdminTech eliminates manual drafting errors and delivers professional legal protection at a fraction of the cost.Starting Price: CHF 99 -
19
Eloquens AI
Eloquens AI
Eloquens AI is an always-on, AI-powered email assistant that reads and responds to routine messages across over 160 languages while preserving perfect grammar and mirroring each sender’s tone. It operates intelligently at scale, handling thousands of email conversations across teams and departments, and includes human-in-the-loop control via draft mode and customizable AI personas. The system supports flexible workflows and knowledge-grounded responses (drawing on documents and uploaded content) to ensure accuracy and context while intelligently routing complex or sensitive queries to human experts, including calendar booking when needed. It integrates seamlessly with existing email systems like Gmail, Microsoft 365/Outlook, and Kerio Connect, plus knowledge sources like Google Drive, OneDrive, and helpdesk platforms such as Zendesk or Kayako. With built-in inbox filtering, conversation management, performance analytics, and enterprise-grade compliance.Starting Price: $65 per month -
20
Hyta
Hyta
Hyta is a platform designed to scale and operationalize AI post-training workflows by creating always-on pipelines of specialized human intelligence and tracking trusted contributions so model improvement is continuous rather than a one-off project. It unifies a community of domain specialists and machine-learning contributors to supply high-quality human signals that support long-horizon, domain-specific model training and reinforcement learning pipelines, with mechanisms to retain contributor trust and context across projects and models. It emphasizes reliable trajectories by tailoring pipelines to organizational and project demands, preserving verified contributions, and enabling persistent feedback that compounds capabilities across industries. Hyta connects contributors, labs, enterprises, and post-training teams in a broader ecosystem, allowing organizations to orchestrate human-in-the-loop workflows at scale and integrate human feedback into model development processes. -
21
Trusys AI
Trusys
Trusys.ai is a unified AI assurance platform that helps organizations evaluate, secure, monitor, and govern artificial intelligence systems across their full lifecycle, from early testing to production deployment. It offers a suite of tools: TRU SCOUT for automated security and compliance scanning against global standards and adversarial vulnerabilities, TRU EVAL for comprehensive functional evaluation of AI applications (text, voice, image, and agent) assessing accuracy, bias, and safety, and TRU PULSE for real-time production monitoring with alerts for drift, performance degradation, policy violations, and anomalies. It provides end-to-end observability and performance tracking, enabling teams to catch unreliable output, compliance gaps, and production issues early. Trusys supports model-agnostic evaluation with a no-code, intuitive interface and integrates human-in-the-loop reviews and custom scoring metrics to blend expert judgment with automated metrics.Starting Price: Free -
22
NudgeBee
NudgeBee
NudgeBee is an AI Agents and Agentic Workflow platform built for SRE, CloudOps, and DevOps teams. It combines pre-built AI Assistants for incident troubleshooting, cloud cost optimization, and Kubernetes operations with a visual no-code Workflow Builder for custom automation. NudgeBee's AI engine auto-investigates alerts using a live semantic Knowledge Graph, grounded in your actual infrastructure topology. It queries data in place from existing tools (Prometheus, Datadog, Grafana, Loki) with zero data ingestion. The Workflow Builder supports 20+ action categories, native AWS/Azure/GCP CLI nodes, A2A and MCP protocol support, and human-in-the-loop approval gates. 49+ integrations. Enterprise-ready with RBAC, audit trails, BYOM (Bring Your Own Model), and self-hosted deployment. SOC-2 Type II and ISO 27001 compliant.Starting Price: $150 per month -
23
CyCraft XecGuard
CyCraft
XecGuard is CyCraft’s LLM Firewall for trustworthy, agentic AI, designed to protect enterprise AI systems from prompt injection, jailbreak, prompt extraction, data leakage, unsafe outputs, and agentic workflow risks. Built on CyCraft’s red teaming and blue teaming experience across government, finance, and high-tech manufacturing, XecGuard goes beyond model-level defenses by combining AI guardrails, cybersecurity controls, compliance protection, and risk response strategies for real-world enterprise AI adoption. It is positioned as a plug-and-play LoRA security module that can strengthen LLM defenses without requiring changes to the underlying model architecture, helping teams add protection quickly while preserving performance. XecGuard is built on proprietary security datasets and multi-stage fine-tuning techniques, enabling LLMs to better resist adversarial prompts, malicious manipulation, and attempts to extract protected instructions or sensitive information. -
24
Synoptix AI
Synoptix AI
Synoptix AI is an enterprise AI platform designed to help organizations automate complex business processes, deploy AI-powered workflows, and scale intelligent operations securely. The platform combines advanced AI models, workflow automation, data integration, governance controls, human-in-the-loop review, and continuous monitoring into a unified environment. Businesses can leverage Synoptix AI to streamline operations, improve decision-making, automate repetitive tasks, enhance customer experiences, and accelerate digital transformation initiatives. The platform supports enterprise-grade security, compliance, model management, performance monitoring, and scalable deployment across multiple business functions and industries. Synoptix AI enables organizations to move beyond isolated AI projects and build sustainable, governed, and measurable AI-driven operations.Starting Price: $0 -
25
data²
data²
data² is an AI-powered enterprise analytics and decision-intelligence platform designed to unify fragmented data sources and generate transparent, explainable insights for complex operational environments. It is built around explainable AI (eXAI), which allows organizations to understand not only what an AI model predicts but also why it reached a particular conclusion, providing traceable evidence behind each recommendation. Its flagship platform, reView, aggregates data from multiple systems across an organization and transforms it into a unified intelligence framework where relationships between datasets can be analyzed and visualized. This approach allows users to rapidly interpret large and complex datasets while maintaining full traceability back to the original sources of information. It emphasizes “hallucination-resistant” AI, meaning that conclusions are grounded in verifiable data rather than opaque model outputs. -
26
Maxim
Maxim
Maxim is an agent simulation, evaluation, and observability platform that empowers modern AI teams to deploy agents with quality, reliability, and speed. Maxim's end-to-end evaluation and data management stack covers every stage of the AI lifecycle, from prompt engineering to pre & post release testing and observability, data-set creation & management, and fine-tuning. Use Maxim to simulate and test your multi-turn workflows on a wide variety of scenarios and across different user personas before taking your application to production. Features: Agent Simulation Agent Evaluation Prompt Playground Logging/Tracing Workflows Custom Evaluators- AI, Programmatic and Statistical Dataset Curation Human-in-the-loop Use Case: Simulate and test AI agents Evals for agentic workflows: pre and post-release Tracing and debugging multi-agent workflows Real-time alerts on performance and quality Creating robust datasets for evals and fine-tuning Human-in-the-loop workflowsStarting Price: $29/seat/month -
27
ModernMT
Translated
A more human machine translation It improves from corrections and adapts to the context of the document. Like a human. Document-level adaptation for unprecedented quality. ModernMT elaborates the translation based on the content of the whole document, not just the single sentence, using the most appropriate terminology for outstanding quality. Full content ownership and data confidentiality. You get full ownership of your data and can cache MT output, making your translated content SEO-friendly, and avoiding having to pay twice for duplicates. Easy to manage and cost-effective. Easy to manage, to scale and more cost-effective. Based on a single model that supports all languages and domains, able to improve in real time without any training. Why ModernMT? We took inspiration from the human brain not just for its neural structure but for its incredible capacity to adapt and learn from new experiences, and interact with other humans. The result is our unique human-in-the-loop approach -
28
YesWeHack
YesWeHack
YesWeHack is a leading Offensive Security and Exposure Management platform. It provides a comprehensive suite of integrated, API-based solutions designed to secure organisations’ growing attack surfaces. Its human-in-the-loop model combines Bug Bounty (leveraging a global community of 135,000+ skilled ethical hackers), Autonomous Pentesting, Continuous Pentesting and unified vulnerability management to deliver agile, exhaustive security testing at scale. This multi-layered approach to offensive security empowers organisations to deploy agile, continuous and exhaustive testing strategies across their entire digital footprint. All YesWeHack solutions are built with a human-in-the-loop philosophy, ensuring that critical decisions remain firmly in human hands. YesWeHack is ISO 27001- and ISO 27017-certified and CREST-accredited. Its EU-hosted infrastructure meets ISO 27001/27017/27018/27701 and SOC 2 Type II standards, with full GDPR compliance and financial traceability built in. -
29
Superseek
Superseek
Superseek helps businesses create custom ChatGPT-powered AI assistants that can be added to their website to instantly resolve customer queries. Turn your website and support content into a conversational AI agent that knows your product or service, provides human-like answers, and is always available. Seamlessly transfer conversations that need a human in the loop to your current live chat tool or use routing buttons to guide customers to the appropriate link or message. Adjust instructions, AI model, bot role, personality, and branding to align perfectly with your business. Automatic content syncs, answer guardrails, and answer corrections ensure accurate and up-to-date answers every time. With Superseek, businesses can enhance customer service with AI without disrupting their existing tools and workflows.Starting Price: $19/month -
30
AG2
AG2
AG2 is the open source AgentOS for building production-ready AI agents and multi-agent systems in minutes, not months. Formerly AutoGen, it provides an open source Python framework for building, orchestrating, and scaling AI agents that can collaborate through shared context, use tools, execute workflows, and support both autonomous and human-in-the-loop patterns. AG2 is designed for developers who want to build systems, not prompts, with simple and intuitive syntax, built-in conversation patterns, and a flexible platform for multi-agent automation. Agents in AG2 can extend their capabilities with tools, allowing them to interact with external systems, fetch real-time data, execute code, search the web, process documents, and complete complex tasks beyond a model’s internal knowledge. It supports many LLM providers and local models, including OpenAI-compatible endpoints, Anthropic Claude, Gemini through Vertex AI, DeepSeek, and LM Studio.Starting Price: Free -
31
Latitude
Latitude
Latitude is an open-source prompt engineering platform designed to help product teams build, evaluate, and deploy AI models efficiently. It allows users to import and manage prompts at scale, refine them with real or synthetic data, and track the performance of AI models using LLM-as-judge or human-in-the-loop evaluations. With powerful tools for dataset management and automatic logging, Latitude simplifies the process of fine-tuning models and improving AI performance, making it an essential platform for businesses focused on deploying high-quality AI applications.Starting Price: $0 -
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V7 Go
V7
V7 Go is a work automation platform that leverages foundation models to learn repetitive tasks and automate them reliably and at scale. It enables organizations to automate workflows across various data types, including documents, images, text, and videos, by connecting data to generative AI models. It supports complex tasks such as extracting key financial metrics, analyzing unstructured data, and generating actionable insights in minutes. V7 Go offers instant setup without the need for API keys and allows chaining multiple generative AI models to extract data, generate summaries, or perform complex reasoning tasks visually. It improves reliability through human-in-the-loop workflows, enabling human corrections to enhance AI accuracy over time. It also features AI citations for transparent and trustworthy responses, highlighting document excerpts used as information sources. -
33
TAUS
TAUS
TAUS is a language data and translation automation platform designed to help organizations scale multilingual communication through AI, machine translation, and high-quality language datasets. Originally created to advance innovation in translation, it has evolved into a comprehensive ecosystem that combines data services, APIs, and human-in-the-loop platforms to improve translation quality, efficiency, and automation. At its core, TAUS provides solutions like the EPIC API, which enables real-time quality estimation and automatic post-editing of machine translation outputs, allowing teams to assess accuracy, fluency, and risk without relying entirely on human review. It integrates seamlessly into content workflows, delivering customized quality scores based on an organization’s own data so translations align with tone, terminology, and brand voice.Starting Price: €500 per bundle -
34
Palantir AIP
Palantir
Deploy LLMs and other AI — commercial, homegrown or open-source — on your private network, based on an AI-optimized data foundation. AI Core is a real-time, full-fidelity representation of your business that includes all actions, decisions, and processes. Utilize the Action Graph, atop the AI Core, to set specific scopes of activity for LLMs and other models – including hand-off procedures for auditable calculations and human-in-the-loop operations. Monitor and control LLM activity and reach in real-time to help users promote compliance with legal, data sensitivity, and regulatory audit requirements. -
35
TraceRoot.AI
TraceRoot.AI
TraceRoot.AI is an open source, AI-native observability and debugging platform designed to help engineering teams resolve production issues faster. It consolidates telemetry into a single correlated execution tree that provides causal context for failures. AI agents operate over this structured view to summarize issues, pinpoint likely root causes, and even suggest actionable fixes or draft GitHub issues and pull requests. It offers interactive trace exploration with zoomable log clusters, span and latency views, and code-linked insights. Lightweight SDKs for Python and TypeScript enable seamless instrumentation using OpenTelemetry, with support for both self-hosted and cloud deployment. Human-in-the-loop interaction is central: developers can guide reasoning by selecting relevant spans or logs, then verify agent reasoning through traceable context.Starting Price: $49 per month -
36
Butternut
Butternut
Butternut allows you to automate the interactions between your SaaS while combining them with human actions to keep you in control while eliminating the busy work. With our human-in-the-loop operator, you choose the direction the workflow should take when things get too complex to be automated. We created an intuitive interface that lets you link your favorite services without writing a single line of code. Easy to use, drag and drop operations to pull in data, send them to your favorite services and integrate your data wherever it is. Don't be afraid to update your workflows, even on Fridays! We implemented a versioning and environment deployment model to let you do changes with entire peace of mind. Leverage developer efficiency and deliver features without manually coding integrations. -
37
PayOS
PayOS
PayOS is a payment infrastructure platform built specifically for the “agentic” economy, where AI agents and autonomous workflows complete commerce tasks. The system is designed as a card-native solution that enables developers and businesses to embed checkout, billing, and money movement into agentic workflows, supporting all major card networks and offering processor flexibility. It allows a card to be linked once and then used across agent-driven scenarios, while still providing human-in-the-loop controls, strong security (PCI-compliant), and full global network access. PayOS enables both push and pull payments, recurring billing, and autonomous money flows without the need for merchant re-integration. It supports tokenization and collaborations with networks like Mastercard and Visa Intelligent Commerce to open up agentic payment use cases at scale. -
38
Korso
Korso
Korso builds autonomous workflow agents for manufacturers. Its flagship agent, Atlas, runs on top of existing ERP and CRM systems to automate RFQ-to-quote, purchase-order coordination, supplier follow-up, approval routing, and other operations workflows. Atlas monitors ERP data, email, and related systems, then takes action autonomously with policy controls and human approval gates for higher-risk steps. Teams can define workflows in plain language, and Atlas retains that operating knowledge for future execution. Atlas also works inside existing communication channels, including Slack and Microsoft Teams, so updates, escalations, and approvals happen where teams already operate. The result is auditable, human-in-the-loop automation that improves operational coordination without replacing the system of record. -
39
Strike48
Strike48
Strike48 is the Agentic Operations Platform combining complete log visibility with customizable AI agents that run security, IT, and compliance operations at machine speed. Most organizations monitor only about 60-70% of their environment because traditional SIEM and observability platforms make full log coverage cost-prohibitive. Strike48 closes that visibility gap with architecture that decouples storage from upfront parsing decisions, letting teams ingest and retain all their logs without breaking budgets. Bring your logs or query them where they already live (Splunk, data lakes, cloud, on-prem), no rip-and-replace required. On top of that unified data layer, Strike48 deploys autonomous AI agents that run investigations, correlate and triage alerts, collect evidence, generate and validate detection rules, and hand work off to each other. A human-in-the-loop model ensures people approve critical actions like endpoint isolation and remediation, with full audit trails. -
40
Superagent
Superagent
Superagent is an open source AI safety and agent development platform that helps developers and organizations build, deploy, and protect AI-driven applications and assistants by embedding safety guardrails, runtime security, and compliance controls into agent workflows. It provides purpose-trained models and APIs (such as Guard, Verify, and Redact) that block prompt injections, malicious tool calls, data leakage, and unsafe outputs in real time, while red-teaming tests probe production systems for vulnerabilities and deliver findings with remediation guidance. Superagent integrates with existing AI systems at inference and tool-call layers to filter inputs/outputs, remove sensitive data like PII/PHI, enforce policy constraints, and stop unauthorized actions before they occur, offering unified observability, live trace logs, policy controls, and audit trails for security and engineering teams.Starting Price: Free -
41
F5 AI Guardrails is a runtime AI security solution designed to protect AI models, applications, agents, and connected data throughout deployment and operation. The platform helps organizations defend against adversarial threats such as prompt injection, jailbreak attacks, harmful outputs, and unauthorized AI behavior. It provides real-time monitoring and enforcement of security policies to prevent data leakage, compliance violations, and misuse of AI systems. Organizations can implement predefined guardrails or create customized policies tailored to specific business requirements and AI use cases. The platform also delivers observability, auditing, and governance capabilities that help organizations maintain visibility into AI interactions and regulatory compliance. By combining threat protection, data security, and AI governance, F5 AI Guardrails helps enterprises operate AI systems more safely and responsibly.
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42
Webvar
Webvar
Webvar offers a suite of modular, AWS-integrated AI-powered tools that empower businesses to automate, personalize, and scale operations seamlessly. It enables the creation of AI agent applications in a low-code environment using rich business components and prebuilt applications, like Excel automation, document extraction, RAG‑based document generation, support‑desk FAQ creation, and meeting minute summarization, complete with security, tracking, and operational management features. Webvar automates knowledge-intensive workflows through multi-agent orchestration, human-in-the-loop controls, customizable process flows, and governance features for compliance and transparency. It transforms websites into interactive, conversational experiences by delivering instant, natural-language responses from embedded knowledge bases (including PDFs and videos), personalized calls to action, behavior-adaptive AI, secure CMS integration, and more. -
43
←INTELLI•GRAPHS→
←INTELLI•GRAPHS→
←INTELLI•GRAPHS→ is a semantic wiki designed to unify disparate data into interconnected knowledge graphs that humans, AI assistants, and autonomous agents can co-edit and act upon in real time; it functions as a personal information manager, family tree/genealogy system, project management hub, digital publishing platform, CRM, document management system, GIS, biomedical/research database, electronic health record layer, digital twin engine, and e-governance tracker, all built on a next-gen progressive web app that is offline-first, peer-to-peer, and zero-knowledge end-to-end encrypted with locally generated keys. Users get live, conflict-free collaboration, schema library with validation, full import/export of encrypted graph files (including attachments), and AI/agent readiness via APIs and tooling like IntelliAgents, which provide identity, task orchestration, workflow planning with human-in-the-loop breakpoints, adaptive inference meshes, and continuous memory enhancement.Starting Price: Free -
44
Nebuli Nano
Nebuli
Let Nano be your highly skillful and helpful chat companion, professional co-worker, business representative, research assistant, and source of creative inspiration. Nano is trained on your data to build your team’s dedicated and personalized AI models without sharing your private datasets outside your organization. Nano leverages Nebuli’s safety standards through its data stack data security and privacy protocols, human-in-the-loop models, and explainable AI. Nano is powered by our DeepVUE’s knowledge-based composite AI framework, integrated with your datasets to enhance your user-facing services, such as smart document search, composition tools for content generation, tutoring chatbots, marketing automation, robotic sales workforce, industry insights, and much more. -
45
Suparse
Suparse
Extract data from any PDF document or image to Excel instantly and accurately. Suparse automates document data extraction for finance, logistics, operations teams and more. Start fast with pre-trained models for invoices, receipts, bank statements, bills of lading, and more, or create custom parsers in seconds with an AI-assisted schema generator. Verify results with a human-in-the-loop review, enforce validation rules, and export unified results to Excel, CSV, JSON, or via API. Collaborate in a secure, GDPR-compliant workspace with multilingual OCR and handwriting support. Our competitive pricing scales with you—from hundreds to millions of documents.Starting Price: $19/month/250 pages -
46
Kitful
Hreflabs
Kitful.ai is an AI content platform built for anyone who needs consistent, high-quality blog output without doing the writing themselves. You give it a topic, keyword, and a bit of context. Kitful runs through a structured pipeline: it researches evidence online, builds an outline, drafts the full article, rewrites it to sound human, finds relevant images and YouTube videos, and publishes — automatically. ##What makes it different: - Human-sounding output. Every article goes through a dedicated humanize step that removes AI patterns, adds natural rhythm, and passes detection tools. - Full media integration. Kitful finds relevant YouTube videos and stock images for each article, and can generate a custom featured image with AI. - Smart linking. External sources are cited inline. Internal linking to your existing content is coming soon. - Multi-language. Generate natively in 50+ languages — not just translated, but written in that language from scratch. - Auto-publish evStarting Price: $49/month -
47
Harmonic Aristotle
Harmonic
Aristotle is the first AI model built from the ground up as a Mathematical Superintelligence (MSI), designed to deliver provably correct solutions to complex quantitative problems without hallucinations. When prompted with natural‑language math questions, it formalizes them in Lean 4, solves them via formally verified proofs, and returns both the proof and a natural‑language explanation. Unlike conventional language models that rely on probabilistic outputs, Aristotle’s MSI architecture replaces guesswork with provable logic, transparently flagging any errors or inconsistencies. The AI is accessible through a web interface and a developer API, enabling researchers to integrate its rigorous reasoning into workflows across fields such as theoretical physics, engineering, and computer science. -
48
Proof
Proof
Proof is an identity-assured transaction management platform designed to bring trust, security, and compliance to critical digital interactions by verifying identities and securing agreements in real time. It enables businesses to confirm a user’s identity once and reuse that trusted credential across a network of organizations, creating a portable digital identity that is accepted across industries such as real estate, financial services, healthcare, and legal operations. It combines identity verification, cryptographic signatures, fraud prevention, and remote online notarization into a single workflow, allowing organizations to complete high-value transactions entirely online while maintaining legal validity and auditability. It connects users with notaries when required, using a “human-in-the-loop” model to ensure identity assurance even when automated checks are insufficient, enabling secure execution of documents like contracts, loans, and legal agreements.Starting Price: $4 per transaction -
49
Guardrails AI
Guardrails AI
With our dashboard, you are able to go deeper into analytics that will enable you to verify all the necessary information related to entering requests into Guardrails AI. Unlock efficiency with our ready-to-use library of pre-built validators. Optimize your workflow with robust validation for diverse use cases. Empower your projects with a dynamic framework for creating, managing, and reusing custom validators. Where versatility meets ease, catering to a spectrum of innovative applications easily. By verifying and indicating where the error is, you can quickly generate a second output option. Ensures that outcomes are in line with expectations, precision, correctness, and reliability in interactions with LLMs. -
50
Relay
Relay.app
Relay automates more of your work than any other tool by combining AI assistance, human-in-the-loop collaboration, and a multiplayer experience. Embed AI in any workflow, no prompts needed. Generate content for templated messages, extract information from incoming emails, summarize user feedback, classify customer support tickets, and more. Some workflows shouldn’t be 100% automated–you need a human in the loop. Relay makes it easy to involve your team when you need it. Approve critical automation before it runs, review the work of AI, and add a personal touch to outgoing communications.Starting Price: $9 per user per month
