Loading the SOTA2 catalog…
Browse software development markets and compare products by the work buyers need to accomplish. Ranked using verified practitioner feedback, product research, and enterprise trust signals.
| Company | Description | Matching products |
|---|---|---|
| Intumit, Inc. | Provides a full range of AI product services and solutions for enterprise customers. | |
| Mentra | Open-source smart glasses platform for field teams and developers building custom AI workflows. | Mentra Live 1 more |
| QualGent, Inc. | Autonomous AI test automation platform for iOS and Android providing closed-loop QA for AI-built software. | |
| Builds open-source data infrastructure tools that give organizations complete control over their data. Self-hosted, governance-first, no vendor lock-in. |
| Unlogged, Inc. | Operates 100X Bot, a browser automation platform that transforms screen recordings into reusable workflows for hiring, SEO, sales, and marketing teams. |
| Compresr | LLM context-compression API: send long context plus your query, get back a shorter context that keeps the answer-bearing tokens and drops the rest. Cut token cost and latency; at light compression, match or beat full-context accuracy. |
| Metoro | AI SRE and observability platform for Kubernetes that collects logs, metrics, traces, profiling, Kubernetes events, and deployment context with eBPF. AI agents detect production issues, investigate alerts, verify deployments, identify root causes, and open fix PRs. |
| Kaelio | Kaelio auto-builds a governed context layer from a data stack so AI data agents deliver trusted, sourced answers to every team. |
| Kilvin | AI-native software agency that builds custom tools for teams' hardest workflows, delivered in days, not months. |
| Zenbu | Zenbu is a hackable interface for the Pi coding agent, currently in beta. |
| Cozmo AI | AI workforce for property and casualty that answers calls, documents losses, applies policy, dispatches crews, estimates, files FNOLs, and settles claims under the APE control layer. |
| Videogame.ai | AI-powered game development platform utilizing autonomous agents to automate the game production pipeline, including coding, asset management, and live operations. |
| Cotera | AI agent platform for businesses to build and run AI agents connected to data warehouses, CRMs, and 200+ tools. |
| Alkera AI, Inc. | Alkera is a data engineering agent that works natively across a customer's data stack — with strict governance, reasoning over exact column-level lineage, and a living knowledge base built from the team's work. |
| Listen2It | AI voice generator offering 900+ text-to-speech voices in 145+ languages and dialects with studio editing, hosting, streaming, and API access. |
| IncidentFox | AI SRE agent for engineering teams that triages alerts, investigates incidents, and delivers remediation within Slack. |
| SciComp Inc. | Provider of derivatives pricing model software, offering custom developed and ready-to-use pricing and calibration solutions for financial institutions. |
| Vespper | Vespper is the docx MCP for agents. Connect your AI agents via MCP to turn raw output into clean, tracked, review-ready Word documents. | Vespper 1 more |
| Lark | Testing infrastructure platform providing always-on, self-healing, end-to-end tests for UI, API, CLI, and mobile surfaces, built by ex-Stripe engineers and backed by Y Combinator. |
| Roark | Simulation testing and evals platform for voice and chat AI agents. Simulate every scenario before launch, score every production call on audio-native metrics. |
| Lutra AI | AI productivity agent that connects work apps and automates tasks across data and business tools. Writes actual code to perform tasks with deep integrations to tools like Google Workspace, Microsoft Outlook, Slack, GitHub, HubSpot, Airtable, LinkedIn, and custom APIs via MCP. |
| Lucidic AI | The training and optimization platform for reliable AI agents. Lucidic AI builds the training and optimization layer for AI agents, enabling enterprises to measure, improve, and safely deploy agents through parameterization, targeted simulations, and automated optimization. |
| MobileBoost | AI-powered mobile test automation company. The full-stack platform connecting test design, validation, and execution under real-world mobile conditions. Backed by Y Combinator. |
| Experiential Labs | Enables intelligence layers to improve from experience by turning signals derived from production usage into realistic simulations that co-evolve with agents to continuously raise performance ceiling. |
| Daqstra | The AI-native API for physical R&D and the operating layer for complex test infrastructure, serving aerospace, energy, and robotics teams. |
| Keewano | Keewano offers AI analytics agents that turn data into real-time, high-fidelity insights for game analytics, automating analysis, finding causes, and driving action. |
| Repaint | AI-powered website builder for small businesses, startups, portfolios, and more. Rebuilds existing websites or builds from scratch using AI, with chat-based editing. |
| Rindler | Rindler turns any website into a deterministic API that AI agents can use over MCP: browser sessions, structured extraction, and sign-in handled for the agent. |
| Star | Star builds real games from a description: multiplayer servers, leaderboards, and hosting included. Export to itch.io or Windows anytime. |
| BotCity | Enterprise governance for Python+AI at scale: monitor local executions, orchestrate automations with control, and generate insights and KPIs for security and compliance. |
| Hindsight | AI-powered win-loss analysis, buyer interviews, and competitive intelligence tools for B2B software companies. |
| Orca | Minecraft mod and addon creation platform; AI builds mods from plain-English descriptions. |
| Tint | Tint Technologies Inc. is both an MGA running embedded insurance programs and the creator of Hermes, an AI-native operating system for insurance. |
| CodeCanary | AI product engineer for startups that finds and fixes bugs, improves conversion, and gathers insights from product analytics using browser agents and session replays. |
| Nimbic AI | AI-powered documentation and code analysis platform for modern engineering teams. |
| OpenRelay | A distributed GPU cloud for production workloads, described as the CDN of inference. |
| WarpBuild | High-performance CI/CD runners that are 2x faster and 50% cheaper than standard GitHub Actions runners. |
| BotBot | BotBot is the design layer for AI. Craft tone, personality, and behavior with natural language. |
| Kanu AI | Kanu AI builds the AI Cloud Engineer — an autonomous system that builds, deploys, and validates production-ready software inside your AWS account. |
| Approxima | AI agents that plug into CI/CD and run on every pull request, building apps in an isolated sandbox, testing them in a real browser, and reporting breakages with screenshots. Operated by SideKit, Inc. |
| Else | AI prototyping platform that lets product managers and designers build working prototypes directly on their real product codebase, test with real users, and hand engineers a production-ready PR. |
| Rivet | Open-source infrastructure platform for building AI agents, multiplayer applications, and real-time backends without managing infrastructure. |
| Instaplay | Multiplayer AI game maker for creating party, co-op, competitive, local, and online browser games from text prompts. |
| /dev/fast | An AI-native code forge that rebuilds code review, deployment infrastructure, and hosting for the AI era. |
| 10bit FX Limited | Creator of NotchLC, a free, high-quality, GPU-powered video codec for intermediary and playback. |
| 123CheapDomains.com | Domain registrar offering domain registration, transfers, bulk registration, renewals, WHOIS lookup, DNS management, and related services. |
| 3DCAT实时渲染云 | 3DCAT实时渲染云 is a real-time cloud rendering platform that deploys 3D/XR applications on cloud servers using proprietary RayStreaming RTC technology, streaming interactive video to terminal devices. |
| A1Zap | A platform where students build, launch, and share social apps for their campus or city. | A1Zap 1 more |
| ADS CFD Inc. | Aerospace CFD software company. |
| AI2SQL | AI-powered SQL query builder and generator that enables users to generate, explain, optimize, and fix SQL from plain English, or let AI agents query databases via MCP. |