Alternatives to Lucidic AI
Compare Lucidic AI alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Lucidic AI in 2026. Compare features, ratings, user reviews, pricing, and more from Lucidic AI competitors and alternatives in order to make an informed decision for your business.
-
1
Ideagen Lucidity
Ideagen Lucidity
Lucidity is a full-featured EHS Management Solution with dedicated software modules to create a perfectly tailored solution for your business needs. Connecting employees at all levels of your business around a single source of cloud-based HSEQ truth on a SaaS platform they will want to use. An integrated, streamlined, cloud-based HSEQ software solution is crucial for maintaining the records required to meet and maintain your ISO requirements. Lucidity has been designed with ISO 9001, 14001 & 45001 in mind. Helping you track and monitor the data and processes you need to succeed. One of the biggest challenges safety teams face is getting a real-time view of what is happening on the ground. Lucidity has been designed to provide easy access to the organization's single source of safety truth. Whether in head office, behind a computer, or on-site on the Lucidity App, capturing and analysing safety data is as easy as the click of a button. -
2
Splunk Enterprise
Cisco
Splunk Enterprise is a powerful platform that turns data into actionable insights across security, IT, and business operations. It enables organizations to search, analyze, and visualize data from virtually any source, providing a unified view across edge, cloud, and hybrid environments. With real-time monitoring, alerts, and dashboards, teams can detect issues quickly and act decisively. Splunk AI and machine learning features predict problems before they happen, improving resilience and decision-making. The platform scales to handle terabytes of data and integrates with thousands of apps, making it a flexible solution for enterprises of all sizes. Trusted by leading organizations worldwide, Splunk helps teams move from visibility to action. -
3
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 -
4
LucidShape
Synopsys
Quickly and easily create reflector or lens geometry with LucidShape FunGeo. It leverages proprietary algorithms that automatically calculate and construct optical geometries based on user-defined illuminance and intensity patterns. This unique, functional approach gives you the freedom to focus on overall design objectives rather than the implementation details of complex optical components. Accelerate LucidShape illumination simulations with GPUTrace and experience a quantum leap in speed. LucidShape is the first optical simulation software to take advantage of graphics processing unit computing to deliver simulation speed increases by orders of magnitude compared to multithreading capabilities. Use LucidShape's visualization module to demonstrate luminance effects when light sources in a model are illuminated and depict all interactions between system geometry and light sources. -
5
Vivgrid
Vivgrid
Vivgrid is a development platform for AI agents that emphasizes observability, debugging, safety, and global deployment infrastructure. It gives you full visibility into agent behavior, logging prompts, memory fetches, tool usage, and reasoning chains, letting developers trace where things break or deviate. You can test, evaluate, and enforce safety policies (like refusal rules or filters), and incorporate human-in-the-loop checks before going live. Vivgrid supports the orchestration of multi-agent systems with stateful memory, routing tasks dynamically across agent workflows. On the deployment side, it operates a globally distributed inference network to ensure low-latency (sub-50 ms) execution and exposes metrics like latency, cost, and usage in real time. It aims to simplify shipping resilient AI systems by combining debugging, evaluation, safety, and deployment into one stack, so you're not stitching together observability, infrastructure, and orchestration.Starting Price: $25 per month -
6
AgentHub
AgentHub
AgentHub is a staging environment to simulate, trace, and evaluate AI agents in a private, sandboxed space that lets you ship with confidence, speed, and precision. With easy setup, you can onboard agents in minutes; a robust evaluation infrastructure provides multi-step trace logging, LLM graders, and fully customizable evaluations. Realistic user simulation employs configurable personas to model diverse behaviors and stress scenarios, and dataset enhancement synthetically expands test sets for comprehensive coverage. Prompt experimentation enables dynamic multi-prompt testing at scale, while side-by-side trace analysis lets you compare decisions, tool invocations, and outcomes across runs. A built-in AI Copilot analyzes traces, interprets results, and answers questions grounded in your own code and data, turning agent runs into clear, actionable insights. Combined human-in-the-loop and automated feedback options, along with white-glove onboarding and best-practice guidance. -
7
Orq.ai
Orq.ai
Orq.ai is the #1 platform for software teams to operate agentic AI systems at scale. Optimize prompts, deploy use cases, and monitor performance, no blind spots, no vibe checks. Experiment with prompts and LLM configurations before moving to production. Evaluate agentic AI systems in offline environments. Roll out GenAI features to specific user groups with guardrails, data privacy safeguards, and advanced RAG pipelines. Visualize all events triggered by agents for fast debugging. Get granular control on cost, latency, and performance. Connect to your favorite AI models, or bring your own. Speed up your workflow with out-of-the-box components built for agentic AI systems. Manage core stages of the LLM app lifecycle in one central platform. Self-hosted or hybrid deployment with SOC 2 and GDPR compliance for enterprise security. -
8
fixa
fixa
fixa is an open source platform designed to help monitor, debug, and improve AI-driven voice agents. It offers comprehensive tools to track key performance metrics, such as latency, interruptions, and correctness in voice interactions. Users can measure response times, track latency metrics like TTFW and p50/p90/p95, and flag instances where the voice agent interrupts the user. Additionally, fixa allows for custom evaluations to ensure the voice agent provides accurate responses, and it offers custom Slack alerts to notify teams when issues arise. With simple pricing models, fixa is tailored for teams at different stages, from those just getting started to organizations with custom needs. It provides volume discounts and priority support for enterprise clients, and it emphasizes data security with SOC 2 and HIPAA compliance options.Starting Price: $0.03 per minute -
9
Lucide
Lucide
Lucide is an open source icon library offering over 1,500 lightweight, scalable vector graphics (SVG) icons designed with a strict set of design rules for consistency in style and readability. These icons are highly customizable, allowing developers to adjust color, size, stroke width, and more to match their UI needs. Lucide's icons are tree-shakable, ensuring that only the icons used are included in the final bundle, optimizing performance. The library provides official packages for various frameworks and platforms, including React, Vue, Svelte, Solid, Angular, Preact, Astro, React Native, and Flutter, facilitating easy integration into diverse projects. Lucide also offers a web-based customizer for real-time icon adjustments and supports accessibility best practices. As a community-driven project and a fork of Feather Icons, Lucide encourages contributions and maintains active engagement through GitHub and Discord.Starting Price: Free -
10
Langfuse
Langfuse
Langfuse is an open source LLM engineering platform to help teams collaboratively debug, analyze and iterate on their LLM Applications. Observability: Instrument your app and start ingesting traces to Langfuse Langfuse UI: Inspect and debug complex logs and user sessions Prompts: Manage, version and deploy prompts from within Langfuse Analytics: Track metrics (LLM cost, latency, quality) and gain insights from dashboards & data exports Evals: Collect and calculate scores for your LLM completions Experiments: Track and test app behavior before deploying a new version Why Langfuse? - Open source - Model and framework agnostic - Built for production - Incrementally adoptable - start with a single LLM call or integration, then expand to full tracing of complex chains/agents - Use GET API to build downstream use cases and export dataStarting Price: $29/month -
11
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 ownStarting Price: $125/month -
12
Lucid Browser
Lucid Dev Team
Lucid Browser is a free and open source web browser designed to be small, light, fast, and simple. The app itself is as small as about 4 MB, and the Donate version is only about 2 MB. The browser uses a custom homepage that loads locally for quick start-ups. Although it is small in size, it packs a punch with all the features you would normally see in a mobile browser. For example, you can import bookmarks from other browsers that use file formats of HTML or JSON. The browser also allows for complete management of bookmarks with folder categorization. By default, Lucid Browser uses Ecosia, a project designed to help plant trees. Lucid Browser also comes with many settings and ways to personalize the look. It is easy to use, very handy, and allows you to surf the net with speed.Starting Price: Free -
13
LucidAct
LucidAct
Go to market fast and cost-effectively with provider portal from LucidAct health. You can launch and scale quickly with LucidAct. We help you set up a secure API-based data feed from your devices or apps and optionally provide a network of credentialed care coordinators and nurses. Consider LucidAct workflow module as Trello for Healthcare teams, easy to assign tasks and get notified across the entire patient care journey. Guide the remote care team with timely tasks based on the care delivery workflow you design or customize. Enable symptom tracking and timely patient engagement. Generate productivity and task management reports. Support API-based data integration. Consider LucidAct payment module as Stripe for Healthcare payment, removing the inadequate or outdated insurance phone tags with digital solutions. Providers are able to easily access your data and analytics on patients outcomes and engagement. Your Provider Portal is your sales channels. -
14
Taam Cloud
Taam Cloud
Taam Cloud is a powerful AI API platform designed to help businesses and developers seamlessly integrate AI into their applications. With enterprise-grade security, high-performance infrastructure, and a developer-friendly approach, Taam Cloud simplifies AI adoption and scalability. Taam Cloud is an AI API platform that provides seamless integration of over 200 powerful AI models into applications, offering scalable solutions for both startups and enterprises. With products like the AI Gateway, Observability tools, and AI Agents, Taam Cloud enables users to log, trace, and monitor key AI metrics while routing requests to various models with one fast API. The platform also features an AI Playground for testing models in a sandbox environment, making it easier for developers to experiment and deploy AI-powered solutions. Taam Cloud is designed to offer enterprise-grade security and compliance, ensuring businesses can trust it for secure AI operations.Starting Price: $10/month -
15
Foxglove
Foxglove
Foxglove is a visualization, observability, and data management platform purpose-built for robotics and embodied AI development that centralizes and simplifies working with large, multimodal temporal datasets, including time series, sensor logs, imagery, lidar/point clouds, geospatial maps, and more, in a single, integrated workspace. It enables engineers to record, import, organize, stream, and visualize both live and recorded data from robots using intuitive, customizable dashboards with interactive panels for 3D scenes, plots, raw messages, images, and maps, helping users understand how robots sense, think, and act. Foxglove supports real-time connections to systems like ROS and ROS 2 via bridges and web sockets, enables cross-platform workflows (desktop app for Linux, Windows, and macOS), and facilitates rapid analysis, debugging, and performance optimization by synchronizing diverse data sources in time and space.Starting Price: $18 per month -
16
Lucid
Lucid
Everyone benefits from data-driven knowledge, whether you’re conducting market research, polling, academic studies or seeking to better understand your advertising campaigns and brand lift. Lucid delivers powerful answers, inspired by the sentiments of real people. The Lucid Marketplace makes it all possible. With a direct connection to the world’s most trusted sample providers, Lucid users can reach millions of survey respondents. Agencies, brands, firms, and many other organizations use the Lucid Marketplace to conduct market research. Find out how your campaigns are performing. Determine how your creative and placement are impacting your brand lift. Learn how your target audience is responding to your ads and make adjustments as needed. Reach online audiences to participate in your research. Lucid’s flexible solutions allow you to easily reach survey respondents within targeted demographics. Data from our Marketplace is also eligible for IRB approval. -
17
AgentOps
AgentOps
Industry-leading developer platform to test and debug AI agents. We built the tools so you don't have to. Visually track events such as LLM calls, tools, and multi-agent interactions. Rewind and replay agent runs with point-in-time precision. Keep a full data trail of logs, errors, and prompt injection attacks from prototype to production. Native integrations with the top agent frameworks. Track, save, and monitor every token your agent sees. Manage and visualize agent spending with up-to-date price monitoring. Fine-tune specialized LLMs up to 25x cheaper on saved completions. Build your next agent with evals, observability, and replays. With just two lines of code, you can free yourself from the chains of the terminal and instead visualize your agents’ behavior in your AgentOps dashboard. After setting up AgentOps, each execution of your program is recorded as a session and the data is automatically recorded for you.Starting Price: $40 per month -
18
Galileo
Galileo
Models can be opaque in understanding what data they didn’t perform well on and why. Galileo provides a host of tools for ML teams to inspect and find ML data errors 10x faster. Galileo sifts through your unlabeled data to automatically identify error patterns and data gaps in your model. We get it - ML experimentation is messy. It needs a lot of data and model changes across many runs. Track and compare your runs in one place and quickly share reports with your team. Galileo has been built to integrate with your ML ecosystem. Send a fixed dataset to your data store to retrain, send mislabeled data to your labelers, share a collaborative report, and a lot more! Galileo is purpose-built for ML teams to build better quality models, faster. -
19
Emdash
Emdash
Emdash is an orchestration layer that lets you run multiple coding agents in parallel, each in its own isolated Git worktree, so you can simultaneously spin up different agents to tackle independent subtasks or experiments without interference. It’s provider-agnostic, meaning you can pick from various AI models and CLIs (for example, Claude Code, Codex, and others) to fit your workflow. With Emdash, you can assign issues or tickets (from Linear, GitHub, or Jira) directly to a chosen agent, then watch multiple agents operate side by side in real time. The UI shows live agent status and activity, and once agents generate code, you can review diffs, comment, and open pull requests, all without leaving Emdash. Because every agent runs in a separate worktree, changes stay sandboxed and comparable, enabling you to test different implementations or strategies side-by-side safely.Starting Price: Free -
20
Lucidity
Lucidity
Lucidity is a multi-cloud storage management platform that dynamically resizes block storage across AWS, Azure, and Google Cloud without downtime, enabling enterprises to save up to 70% on storage costs. Lucidity automates the expansion and contraction of storage volumes based on real-time data demands, ensuring optimal disk utilization between 75-80%. This autonomous, application-agnostic solution integrates seamlessly with existing applications and environments, requiring no code changes or manual provisioning efforts. Lucidity's AutoScaler is available on the AWS Marketplace, offering enterprises an automated solution to expand and shrink live EBS volumes based on workload without downtime. By streamlining operations, Lucidity enables IT and DevOps teams to reclaim hundreds of hours, allowing them to focus on higher-impact initiatives that drive innovation and efficiency. -
21
LUCID Messenger
LUCID
LUCID Messenger is the first 2-way SMS solution for Hotels. All the features listed are Supported when LUCID Messenger is implemented along with LUCID PROMIS Hotel management Software (PMS). LUCID Messenger can also be integrated to any other PMS for activating functions like “Reservation Confirmations” and for conducting SMS marketing campaigns. Many other features can be activated depending on the PMS used. Alerts on room position & occupancy status and current ARR positions can be sent to in-house managers. Periodicity of alerts can be defined in the system. Delivers Night Audit information (revenue, OCC% , ARR) everyday at specified time to managers. Notifies in-house managers with details of discount percent / amount. Alerts in-house managers on high bills, VOID bills, Reservation Cancellations etc. Delivers received guest messages directly on their mobile. Delivers received complaints directly to concerned department / persons. -
22
RagMetrics
RagMetrics
RagMetrics is a production-grade evaluation and trust platform for conversational GenAI, designed to assess AI chatbots, agents, and RAG systems before and after they go live. The platform continuously evaluates AI responses for accuracy, groundedness, hallucinations, reasoning quality, and tool-calling behavior across real conversations. RagMetrics integrates directly with existing AI stacks and monitors live interactions without disrupting user experience. It provides automated scoring, configurable metrics, and detailed diagnostics that explain when an AI response fails, why it failed, and how to fix it. Teams can run offline evaluations, A/B tests, and regression tests, as well as track performance trends in production through dashboards and alerts. The platform is model-agnostic and deployment-agnostic, supporting multiple LLMs, retrieval systems, and agent frameworks.Starting Price: $20/month -
23
LucidLink
LucidLink
With the rapid growth in cloud services and object storage, it became clear to the founders of LucidLink that applying old technology to a new paradigm was broken. A new system had to be created from scratch to take full advantage of cloud object storage benefits. Old technologies becoming “cloud-enabled” didn’t suffice. LucidLink was founded by two storage and file system veterans with a distinct vision to transform how cloud object storage is used. The new cloud paradigm required а modern innovative technology built for the cloud, from the ground up. LucidLink Filespaces is a cloud-native file system specifically designed for high-latency environments to increase performance, reduce data movement costs, and governance. Users can easily stream data directly from the cloud, eliminating the need to download or synchronize. LucidLink is at the forefront of cloud services and storage, offering a secure file system specifically built for modern cloud-computing environments.Starting Price: $12 per TB per month -
24
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 -
25
LucidVueCX
Ignite Tek
LucidVueCX aggregates and analyzes every customer interaction including voice calls, social media posts, online reviews, and more, across digital and live agent channels. By tapping into the deeper conversations, business executives are offered a 360-degree view of their customer base with opportunities to monitor, analyze and ultimately affect customer conversations to enhance productivity, risk protection, and media efficiency. Consumers offer feedback and revenue-generating ideas with every contact they make. Yet much of this input goes unnoticed or gets lost inside dispositions and siloed KPIs with valuable feedback falling wayside. LucidVueCX linguistic models automatically analyze new input, patterns, and critical keywords in customer conversations, bringing deeper meaning to shape CX transformation efforts. Automated real-time discovery of target keywords and critical comments from client interactions can serve as "early warning" indicators for shifts in buyer sentiment. -
26
Process Shepherd
Process Shepherd
Process Shepherd's decision tree and agent scripting functionality furnishes agents with a step-by-step guides to complex workflows with optional integration to external services such as your CRM or helpdesk. The central aim of this platform is to refine workflows, strengthen compliance, and increase overall efficiency within contact centers and help desks. The essence of Process Shepherd lies in its presentation of workflows as sequential steps or queries that agents follow one after the other. By delivering guidance in this segmented manner, the platform alleviates the complexity of handling complex tasks, minimizing both the time spent on training new agents and the average time consumed in individual interactions. Cut Agent Onboarding Time by 80% Diminish Ramp Time by 40% Lower Average Handling by 30%Starting Price: $20 -
27
Spur
Spur
Spur is the world's first AI QA engineer that puts testing on autopilot. Its AI agents simulate thousands of users in minutes, catching bugs before your customers encounter them. Spur's agents navigate the browser just like human users do, not tied to CSS and XPaths but to the actual elements on your page. This allows for 99% reliability and reduces the chances of false positives. Spur enables you to 10x the one-person QA team to run thousands of regression tests every single day. With Spur's scheduler, you can set up all of your tests to run with your release schedules, ensuring zero delays. Reporting is made simple with one-click bug reports and notifications, video replays of test runs, and in-depth analysis of each step. Spur's AI agents are highly customized to produce expert-quality testing and analysis, safeguarding information with state-of-the-art encryption both at rest and during transmission. -
28
Prompteus
Alibaba
Prompteus is a platform designed to simplify the creation, management, and scaling of AI workflows, enabling users to build production-ready AI systems in minutes. It offers a visual editor to design workflows, which can then be deployed as secure, standalone APIs, eliminating the need for backend management. Prompteus supports multi-LLM integration, allowing users to connect to various large language models with dynamic switching and optimized costs. It also provides features like request-level logging for performance tracking, smarter caching to reduce latency and save on costs, and seamless integration into existing applications via simple APIs. Prompteus is serverless, scalable, and secure by default, ensuring efficient AI operation across different traffic volumes without infrastructure concerns. Prompteus helps users reduce AI provider costs by up to 40% through semantic caching and detailed analytics on usage patterns.Starting Price: $5 per 100,000 requests -
29
JIterator
Windex Inc
JIterator Traffic Testing Platform is an automated testing solution that revolutionizes the way Java backend systems are tested. With its core functionalities centered around traffic recording and replay, it offers a streamlined approach to ensure system stability and accelerate development cycles. Key Capabilities • Traffic Recording and Replay: Capture and replay user request traffic with ease, ensuring thorough testing coverage. • Data Comparison: Quickly identify discrepancies through intelligent data comparison tools. • Automated Test Case Generation: Generate test cases automatically from recorded traffic, reducing manual effort. • Environment Simulation: Simulate and isolate testing environments for reliable and secure testing. Why Choose JIterator? • Efficiency: Streamline your testing process and reduce time-to-market. • Accuracy: Trust in the precision of automated data comparison and analysis.Starting Price: $14.95/month/user -
30
eLucid
WisdmLabs
eLucid is a powerful and comprehensive learning platform built for small and large enterprises to streamline take control of the employee, customer and partner training processes It covers every aspect of the training process— learning, practicing, and testing— making it a one-of-a-kind platform for a continuous learning environment. eLucid brings together conventional and superior tools to suit your enterprise learning needs and amplify training outcomes. -
31
Arize Phoenix
Arize AI
Phoenix is an open-source observability library designed for experimentation, evaluation, and troubleshooting. It allows AI engineers and data scientists to quickly visualize their data, evaluate performance, track down issues, and export data to improve. Phoenix is built by Arize AI, the company behind the industry-leading AI observability platform, and a set of core contributors. Phoenix works with OpenTelemetry and OpenInference instrumentation. The main Phoenix package is arize-phoenix. We offer several helper packages for specific use cases. Our semantic layer is to add LLM telemetry to OpenTelemetry. Automatically instrumenting popular packages. Phoenix's open-source library supports tracing for AI applications, via manual instrumentation or through integrations with LlamaIndex, Langchain, OpenAI, and others. LLM tracing records the paths taken by requests as they propagate through multiple steps or components of an LLM application.Starting Price: Free -
32
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 -
33
WhyLabs
WhyLabs
Enable observability to detect data and ML issues faster, deliver continuous improvements, and avoid costly incidents. Start with reliable data. Continuously monitor any data-in-motion for data quality issues. Pinpoint data and model drift. Identify training-serving skew and proactively retrain. Detect model accuracy degradation by continuously monitoring key performance metrics. Identify risky behavior in generative AI applications and prevent data leakage. Protect your generative AI applications are safe from malicious actions. Improve AI applications through user feedback, monitoring, and cross-team collaboration. Integrate in minutes with purpose-built agents that analyze raw data without moving or duplicating it, ensuring privacy and security. Onboard the WhyLabs SaaS Platform for any use cases using the proprietary privacy-preserving integration. Security approved for healthcare and banks. -
34
OpenLIT
OpenLIT
OpenLIT is an OpenTelemetry-native application observability tool. It's designed to make the integration process of observability into AI projects with just a single line of code. Whether you're working with popular LLM libraries such as OpenAI and HuggingFace. OpenLIT's native support makes adding it to your projects feel effortless and intuitive. Analyze LLM and GPU performance, and costs to achieve maximum efficiency and scalability. Streams data to let you visualize your data and make quick decisions and modifications. Ensures that data is processed quickly without affecting the performance of your application. OpenLIT UI helps you explore LLM costs, token consumption, performance indicators, and user interactions in a straightforward interface. Connect to popular observability systems with ease, including Datadog and Grafana Cloud, to export data automatically. OpenLIT ensures your applications are monitored seamlessly.Starting Price: Free -
35
Evidently AI
Evidently AI
The open-source ML observability platform. Evaluate, test, and monitor ML models from validation to production. From tabular data to NLP and LLM. Built for data scientists and ML engineers. All you need to reliably run ML systems in production. Start with simple ad hoc checks. Scale to the complete monitoring platform. All within one tool, with consistent API and metrics. Useful, beautiful, and shareable. Get a comprehensive view of data and ML model quality to explore and debug. Takes a minute to start. Test before you ship, validate in production and run checks at every model update. Skip the manual setup by generating test conditions from a reference dataset. Monitor every aspect of your data, models, and test results. Proactively catch and resolve production model issues, ensure optimal performance, and continuously improve it.Starting Price: $500 per month -
36
Aquarium
Aquarium
Aquarium's embedding technology surfaces the biggest problems in your model performance and finds the right data to solve them. Unlock the power of neural network embeddings without worrying about maintaining infrastructure or debugging embedding models. Automatically find the most critical patterns of model failures in your dataset. Understand the long tail of edge cases and triage which issues to solve first. Trawl through massive unlabeled datasets to find edge-case scenarios. Bootstrap new classes with a handful of examples using few-shot learning technology. The more data you have, the more value we offer. Aquarium reliably scales to datasets containing hundreds of millions of data points. Aquarium offers solutions engineering resources, customer success syncs, and user training to help customers get value. We also offer an anonymous mode for organizations who want to use Aquarium without exposing any sensitive data.Starting Price: $1,250 per month -
37
Overseer AI
Overseer AI
Overseer AI is a platform designed to ensure AI-generated content is safe, accurate, and aligned with user-defined policies. It offers compliance enforcement by automating adherence to regulatory standards through custom policy rules, real-time content moderation to block harmful, toxic, or biased outputs from AI, debugging AI outputs by testing and monitoring responses against custom safety policies, policy-driven AI governance by applying centralized safety rules across all AI interactions, and trust-building for AI by guaranteeing safe, accurate, and brand-compliant outputs. The platform caters to various industries, including healthcare, finance, legal technology, customer support, education technology, and ecommerce & retail, providing tailored solutions to ensure AI responses align with industry-specific regulations and standards. Developers can access comprehensive guides and API references to integrate Overseer AI into their applications.Starting Price: $99 per month -
38
Convo
Convo
Kanvo provides a drop‑in JavaScript SDK that adds built‑in memory, observability, and resiliency to LangGraph‑based AI agents with zero infrastructure overhead. Without requiring databases or migrations, it lets you plug in a few lines of code to enable persistent memory (storing facts, preferences, and goals), threaded conversations for multi‑user interactions, and real‑time agent observability that logs every message, tool call, and LLM output. Its time‑travel debugging features let you checkpoint, rewind, and restore any agent run state instantly, making workflows reproducible and errors easy to trace. Designed for speed and simplicity, Convo’s lightweight interface and MIT‑licensed SDK deliver production‑ready, debuggable agents out of the box while keeping full control of your data.Starting Price: $29 per month -
39
Mona
Mona
Gain complete visibility into the performance of your data, models, and processes with the most flexible monitoring solution. Automatically surface and resolve performance issues within your AI/ML or intelligent automation processes to avoid negative impacts on both your business and customers. Learning how your data, models, and processes perform in the real world is critical to continuously improving your processes. Monitoring is the ‘eyes and ears' needed to observe your data and workflows to tell you if they’re performing well. Mona exhaustively analyzes your data to provide actionable insights based on advanced anomaly detection mechanisms, to alert you before your business KPIs are hurt. Take stock of any part of your production workflows and business processes, including models, pipelines, and business outcomes. Whatever datatype you work with, whether you have a batch or streaming real-time processes, and for the specific way in which you want to measure your performance. -
40
KeyServ Video
MaestroVision
Our solutions offer an application for every step of the audiovisual information sharing cycle: recording, saving, sharing, replaying. Everything you need in one place. MaestroVision is a leading supplier of audio & video management solutions. It designs and develops software applications, meant to be used with the best hardware available in the market. Partnering with well-known hardware suppliers, our team of engineers have previously tried and tested and carefully selected a range of hardware products. All you need to get started is right here. MaestroVision’s Keyserv Video is a recording and replaying application suitable for: police Interview recording, courtroom recording, classroom recording, conference room recording, simulation room recording and more. Our team of engineers have developed this incredible user-friendly solution that allows simultaneously recording of up to 4 independent audio & video sources in high-definition.Starting Price: $150 per month -
41
Microsoft Discovery
Microsoft
Microsoft Discovery is a new agentic platform designed to revolutionize research and development (R&D) by empowering scientists and engineers with AI-driven collaboration and high-performance computing (HPC). Built on Azure, this platform enables researchers to work alongside specialized AI agents that help accelerate the discovery process through advanced knowledge reasoning, hypothesis formulation, and experimental simulations. The platform's graph-based knowledge engine facilitates complex, contextual reasoning over vast amounts of scientific data, promoting transparency and accountability while speeding up the discovery cycle. By automating and enhancing research tasks, Microsoft Discovery offers an extensible, enterprise-ready solution that integrates seamlessly with existing tools and datasets. -
42
Agenta
Agenta
Agenta is an open-source LLMOps platform designed to help teams build reliable AI applications with integrated prompt management, evaluation workflows, and system observability. It centralizes all prompts, experiments, traces, and evaluations into one structured hub, eliminating scattered workflows across Slack, spreadsheets, and emails. With Agenta, teams can iterate on prompts collaboratively, compare models side-by-side, and maintain full version history for every change. Its evaluation tools replace guesswork with automated testing, LLM-as-a-judge, human annotation, and intermediate-step analysis. Observability features allow developers to trace failures, annotate logs, convert traces into tests, and monitor performance regressions in real time. Agenta helps AI teams transition from siloed experimentation to a unified, efficient LLMOps workflow for shipping more reliable agents and AI products.Starting Price: Free -
43
Helicone
Helicone
Track costs, usage, and latency for GPT applications with one line of code. Trusted by leading companies building with OpenAI. We will support Anthropic, Cohere, Google AI, and more coming soon. Stay on top of your costs, usage, and latency. Integrate models like GPT-4 with Helicone to track API requests and visualize results. Get an overview of your application with an in-built dashboard, tailor made for generative AI applications. View all of your requests in one place. Filter by time, users, and custom properties. Track spending on each model, user, or conversation. Use this data to optimize your API usage and reduce costs. Cache requests to save on latency and money, proactively track errors in your application, handle rate limits and reliability concerns with Helicone.Starting Price: $1 per 10,000 requests -
44
Logfire
Pydantic
Pydantic Logfire is an observability platform designed to simplify monitoring for Python applications by transforming logs into actionable insights. It provides performance insights, tracing, and visibility into application behavior, including request headers, body, and the full trace of execution. Pydantic Logfire integrates with popular libraries and is built on top of OpenTelemetry, making it easier to use while retaining the flexibility of OpenTelemetry's features. Developers can instrument their apps with structured data, and query-ready Python objects, and gain real-time insights through visualizations, dashboards, and alerts. Logfire also supports manual tracing, context logging, and exception capturing, providing a modern logging interface. It is tailored for developers seeking a streamlined, effective observability tool with out-of-the-box integrations and ease of use.Starting Price: $2 per month -
45
PinkLion
InnovationCraft UG (haftungsbeschränkt)
PinkLion is an AI-powered investing copilot designed to help you grow and optimize your wealth with ease. We go beyond tracking your portfolio—offering personalized insights and actionable optimization tips, 1-year forecasts, as well as scenario simulations. Whether you’re starting out or refining your investments, PinkLion gives you the data-driven confidence to make smarter financial moves. Some of PinkLion´s features: - A Complete Investment Overview - Portfolio Setup with brokers or manual upload - Smart forecasting - Deep Portfolio Analytics - Portfolio Optimization Tools - Scenario Simulations - Side-by-Side Comparisons - Portfolio health checkStarting Price: $15/month -
46
Dash0
Dash0
Dash0 is an OpenTelemetry-native observability platform that unifies metrics, logs, traces, and resources into one intuitive interface, enabling fast and context-rich monitoring without vendor lock-in. It centralizes Prometheus and OpenTelemetry metrics, supports powerful filtering of high-cardinality attributes, and provides heatmap drilldowns and detailed trace views to pinpoint errors and bottlenecks in real time. Users benefit from fully customizable dashboards built on Perses, with support for code-based configuration and Grafana import, plus seamless integration with predefined alerts, checks, and PromQL queries. Dash0's AI-enhanced tools, such as Log AI for automated severity inference and pattern extraction, enrich telemetry data without requiring users to even notice that AI is working behind the scenes. These AI capabilities power features like log classification, grouping, inferred severity tagging, and streamlined triage workflows through the SIFT framework.Starting Price: $0.20 per month -
47
FX Replay
FX Replay
FX Replay is a cutting-edge backtesting software platform designed to empower traders of all levels with unparalleled insights and opportunities for their trading strategies. By harnessing the power of advanced industry technology, we bring you a revolutionary toolset to analyze, strategize, and optimize your trading strategies like never before. Key Features: Real-Time Market Simulation: Experience the thrill of live trading without the risk. Our platform offers real-time market data and allows you to simulate trades in various scenarios, helping you refine your strategies and decision-making skills. Historical Data Analysis: Gain a deeper understanding of market trends and patterns by accessing extensive historical data. FXReplay.com provides comprehensive analytics tools to dissect past market movements and identify opportunities for future success.Starting Price: $35 per month -
48
PlayerZero
PlayerZero
PlayerZero is an AI-driven predictive software 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. -
49
ServiceSim
Vistio
ServiceSim is an AI-enabled simulated customer that lets your agents repeatedly practice any kind of customer scenario in a lifelike situation with all of the variables they’ll see in a typical conversation. With ServiceSim, agents train with voice or chat in a virtual practice environment that bridges the gap between classroom training and the contact center floor. Whether it’s addressing complex product inquiries, handling irate customers, or resolving intricate support issues, ServiceSim can prepare your agents for any type of customer service challenge. Replicate the customer side of any interaction with unique and realistic voice or chat conversations that simulate even the most sophisticated customers. Trainers no longer need to be constantly watching over agents’ shoulders in order to efficiently deliver feedback, give instruction, and spot issues. -
50
Censius is an innovative startup in the machine learning and AI space. We bring AI observability to enterprise ML teams. Ensuring that ML models' performance is in check is imperative with the extensive use of machine learning models. Censius is an AI Observability Platform that helps organizations of all scales confidently make their machine-learning models work in production. The company launched its flagship AI observability platform that helps bring accountability and explainability to data science projects. A comprehensive ML monitoring solution helps proactively monitor entire ML pipelines to detect and fix ML issues such as drift, skew, data integrity, and data quality issues. Upon integrating Censius, you can: 1. Monitor and log the necessary model vitals 2. Reduce time-to-recover by detecting issues precisely 3. Explain issues and recovery strategies to stakeholders 4. Explain model decisions 5. Reduce downtime for end-users 6. Build customer trust
