Jev

Jev Investment Report Category: AI infrastructure / probabilistic decision-model API Company Stage: Seed; recently emerged from stealth Founder or Founders: Diogo Almeida, Erik Gafni, Sasha Sheng Headquarters: San Francisco, California Funding: Approximately $40 millio…

Answers by Context.dev

Answers by Context.dev Investment Report Category: Web-data infrastructure / search and extraction API for AI applications Company Stage: Seed-stage, early commercial Founder or Founders: Yahia Bakour Headquarters: San Francisco, California Funding: Y Combinator S26; t…

Twigg

Twigg Investment Report Category: AI infrastructure — stateful LLM API / context-management layer for developers Company Stage: Pre-revenue infrastructure project; v0.1.0 shipped days before this report producthunt Founder or Founders: Johan Matthys Adam De Beer and Ja…

OpenAI Agents API

OpenAI Agents API Investment Report Category: AI developer infrastructure; managed agent runtime and orchestration Company Stage: Late-stage private company; Agents API is in public beta Founder or Founders: Sam Altman, Greg Brockman, Ilya Sutskever, and the broader fo…

Web Search Agents by Nimble

Web Search Agents by Nimble Investment Report Category: AI web-search, web-data infrastructure, and research-agent APIs Company Stage: Series B Founders: Uriel “Uri” Knorovich, Co-founder and CEO; Menachem Salinas, Co-founder and CRO Headquarters: New York, with an add…

Elva

Elva Investment Report Category: AI-native API management, governance, and MCP infrastructure Company Stage: Seed-stage product within Theneo Founder or Founders: Ana Robakidze, Founder and CEO of Theneo Headquarters: San Francisco, with operations in Tbilisi and Londo…

ChatGPT Images 2.5

ChatGPT Images 2.5 Investment Report Category: Generative AI image creation and editing; multimodal API Company Stage: Late-stage private company Founder or Founders: OpenAI was founded by Sam Altman, Greg Brockman, Ilya Sutskever, Wojciech Zaremba, John Schulman and o…

Kopai

Kopai Investment Report Category: No-code AI-agent infrastructure, team workspaces, and agent marketplace Company Stage: Pre-seed / early commercial product stage Founder or Founders: Meghna Bharadwaj, Swapnanil Ray, and Surya Sekhar Datta Headquarters: Not publicly di…

Agentic Video Understanding in Gemini

Agentic Video Understanding in Gemini Investment Report Category: Multimodal AI infrastructure / video-understanding API Company Stage: Public, global technology platform Founder or Founders: Google was founded by Larry Page and Sergey Brin; Alphabet is led by CEO Sund…

Google Gemini 3.8 Flash and Cyber

Google Gemini 3.8 Flash and Cyber Investment Report Category: Frontier AI models, developer infrastructure, enterprise agents, and cybersecurity Company Stage: Publicly traded, mature technology company; not an early-stage startup Founder or Founders: Larry Page and Se…

Monid

Monid Investment Report Category: AI-agent infrastructure / API and tool marketplace Company Stage: Pre-seed Founder or Founders: Feiyou Guo; Shengkun Ye Headquarters: San Francisco, California Funding: $2.1 million pre-seed, company-reported and corroborated by second…

TrustedRouter

TrustedRouter Investment Report Category: AI infrastructure, multi-model routing, confidential computing Company Stage: Seed; public beta Founder or Founders: Joseph Perla Headquarters: Miami, Florida, United States Funding: $1.25 million seed round Business Model: Usa…

Olostep

Olostep Investment Report Category: Developer infrastructure; web-data APIs for AI agents Company Stage: Early stage / commercial product Founder or Founders: Hamza Ali and Arslan Ali Headquarters: Dover, Delaware, according to the company’s LinkedIn page; both founder…

Cohere Parse 5

Cohere Parse 5 Investment Report Category: Enterprise document intelligence, multimodal AI, and data infrastructure Company Stage: Late-stage private company; newly launched product Founder or Founders: Aidan Gomez, Nick Frosst, and Ivan Zhang Headquarters: Toronto, On…

akta.pro

akta.pro Investment Report Category: Private-company data infrastructure / market-intelligence API Company Stage: Newly launched product within seed-stage Wokelo Founder or Founders: Siddhant Masson; Saswat Nanda Headquarters: Seattle, Washington, United States Funding…

FetchSandbox MCP

FetchSandbox MCP Investment Report Category: Developer tools, API testing, agent infrastructure Company Stage: Very early / pre-seed; not independently verified Founder or Founders: Raj Nagulapalle and Pratibha Sharma Headquarters: Not publicly disclosed Funding: Not p…

Router by Ramp

Router by Ramp Investment Report Category: AI infrastructure, LLM gateway, model routing, and spend optimization Company Stage: Late-stage private company; Router is a newly externalized product Founder or Founders: Eric Glyman and Karim Atiyeh; Router product leadersh…

Checksum AI

Checksum AI Investment Report Category: AI-native software testing Company Stage: Pre-seed Founder or Founders: Gal Vered and Tom Chavez Headquarters: San Francisco, California, United States Funding: One pre-seed round backed by super{set}; amount not publicly disclos…

Treg

Treg Investment Report Category: AI agent infrastructure — unified API/tool gateway ("OpenRouter for tools") Company Stage: Pre-seed / bootstrapped (no funding found; product launched days ago) Founder or Founders: Jason Zhou (Sydney, Australia) — founder of …

Bulbthings

Bulbthings Investment Report Category: B2B SaaS — AI-powered physical asset management (asset tracking, inventory, CMMS) Company Stage: Bootstrapped, established (incorporated 2014; AI repositioning relaunched August 2026) Founder or Founders: Leslie Depond (CEO), Yann…

HarnessRouter Community Edition

HarnessRouter Community Edition Investment Report Category: Open-source AI-agent infrastructure / developer tools Company Stage: Early-stage; commercial maturity not publicly disclosed Founder or Founders: Kuanze Ma and Renchu “Richard” Song for HarnessRouter; ownershi…

Chert

Chert Investment Report Category: B2B communications infrastructure / AI messaging agents Company Stage: Pre-seed / accelerator-stage Founder or Founders: Gary Gao and Ian Fong Headquarters: San Francisco, California; corporate headquarters not independently verified F…

Claude Opus 4.6

https://www.anthropic.com/news/claude-opus-4-6 1. Executive Snapshot Core Offering Overview Claude Opus 4.6 is the most advanced artificial intelligence model in Anthropic's Claude family, released on February 5, 2026. It represents a significant capability leap f…

RentAHuman.ai

https://rentahuman.ai/ RentAHuman.ai AI agents can rent humans for real-world physical tasks. Features Model Context Protocol (MCP) server integration, REST API, and flexible crypto payments. ClawdBots, MoltBots, and OpenClaws are natively supported. Book humans for pi…

Claw And Order

https://www.nikhilp.online/claw-and-order Claw & Order Claw & Order is a dispute resolution platform designed specifically for AI agents (ClawdBots, MoltBots, OpenClaws). The platform's key features include smart contract escrow, winner-takes-all s…

NervePay

https://nervepay.xyz/ NervePay Every AI agent needs three things: proof of identity, a safe place for credentials, and visibility into what it's doing. NervePay delivers all three in a single infrastructure layer. Agents get a cryptographic DID (Decentralized Iden…

Voxtral Transcribe 2 by Mistral

https://mistral.ai/news/voxtral-transcribe-2 Voxtral Transcribe 2 by Mistral Voxtral Transcribe 2 delivers ultra-fast, highly accurate speech-to-text with real-time transcription and speaker diarization. Mistral’s second-generation audio family includes Voxtral Mini Tr…

Miro MCP

https://developers.miro.com/docs/miro-mcp Miro MCP Your AI coding assistant can now read your Miro boards. By implementing the Model Context Protocol (MCP), Miro creates a bridge between your visual thinking canvas and your code editor. This bidirectional link allows A…

Agent Sandbox

https://www.agentsandbox.co/ Agent Sandbox Agent Sandbox gives AI agents what they've been missing: a real computer. While other tools focus on making AI "smarter" with better models, Agent Sandbox focuses on making AI "capable" by providing a …

Unblocked Code Review

https://getunblocked.com/code-review/ Unblocked Code Review AI code review that sees your context, not just your diff. Unblocked draws on context from your whole repo, Slack, Jira, docs, PR history, and more. Every comment moves the conversation forward with cited sour…

Universal-3 Pro

https://www.assemblyai.com/universal-3-pro Universal-3 Pro Universal-3 Pro represents a new paradigm in Voice AI: a promptable Speech Language Model that blends the accuracy of an Automatic Speech Recognition (ASR) system with the instruction-following capabilities of …

Agentset

https://agentset.ai/ Agentset Agentset is an open-source RAG infrastructure built to survive production workloads. Unlike fragile toy demos, Agentset provides a robust, end-to-end pipeline for ingesting documents, querying them via API, and retrieving answers with veri…

Grok Imagine 1.0

https://grok.com/imagine Grok Imagine 1.0 xAI has launched Grok Imagine 1.0, a significant upgrade to its AI video generation platform integrated directly into the X (formerly Twitter) ecosystem. Powered by the Aurora model, this release enables Premium subscribers to …

MemoryPlugin for OpenClaw

https://www.memoryplugin-for-openclaw.com/ MemoryPlugin for OpenClaw MemoryPlugin creates a unified, persistent memory layer that works across OpenClaw (formerly Clawdbot), ChatGPT, Claude, and Gemini. By connecting a Chrome extension to these platforms, it injects rel…

Yavy

https://yavy.dev/ Yavy Yavy transforms any public website into a Model Context Protocol (MCP) server, enabling AI tools like Claude Desktop, Cursor, and Windsurf to directly "read" and cite your documentation. Instead of manually copy-pasting URLs or relying …

Hyperterse

https://hyperterse.com/ Hyperterse Hyperterse treats data access as declarative infrastructure, positioning itself against existing data tools that rely on insecure Text-to-SQL or cumbersome manual API creation. Developers define queries once, and the platform auto-gen…

Molthunt

https://www.molthunt.com/ Molthunt Molthunt is a decentralized product discovery platform dubbed "Product Hunt for the agent era." It is designed to be the first launchpad where AI agents—rather than humans—discover, vote on, and rank software projects. Opera…

Polyvia

https://polyvia.ai/ Polyvia Polyvia is a specialized AI infrastructure platform designed to solve the "Visual RAG" (Retrieval-Augmented Generation) problem. While traditional tools treat images as static files or simple text captions, Polyvia functions as a V…

Hyta

https://www.hyta.ai/ Hyta Hyta is an infrastructure platform designed specifically for the "post-training" phase of AI development. It orchestrates always-on pipelines of high-quality human intelligence to refine frontier models. Unlike general data labeling …

Grok Imagine API

https://x.ai/news/grok-imagine-api Grok Imagine API (by xAI) High-Speed Video Generation with Native Audio & Editing Grok Imagine API is xAI’s flagship generative media solution, built on the Aurora engine. It distinguishes itself by prioritizing a balance betw…

Agentic Vision in Gemini

https://blog.google/innovation-and-ai/technology/developers-tools/agentic-vision-gemini-3-flash/ Agentic Vision in Gemini 3 Flash Agentic Vision, introduced in Gemini 3 Flash in January 2026, transforms how AI models process visual information by replacing single-pass …

Invofox

https://www.invofox.com/ Invofox Invofox is a specialized document parsing API designed for developers who need to turn messy, real-world documents into accurate, structured data. Unlike basic OCR tools that simply read text, Invofox utilizes intelligent models to clas…

ShapedQL

https://playground.shaped.ai/ ShapedQL (by Shaped.ai) The SQL Engine for AI Relevance Stop gluing together Pinecone, Redis, and fragile Python scripts. ShapedQL is a specialized SQL engine designed to handle the complex logic of "relevance." It powers "F…

Qwen3-TTS

https://qwen.ai/blog?id=qwen3tts-0115 Qwen3-TTS Qwen3-TTS is a family of state-of-the-art (SOTA) speech synthesis models (0.6B & 1.7B parameters) developed by Alibaba Cloud. Released in January 2026, it supports 10 languages and introduces a novel "Dual-Tr…

World API by World Labs

https://www.worldlabs.ai/blog/announcing-the-world-api World API by World Labs The World API is a developer platform for "Marble," a spatial intelligence model that generates explorable, persistent 3D worlds from 2D inputs. Released in January 2026 by World L…

Demonstrate by Notte

https://console.notte.cc Demonstrate by Notte Record any browser task once and instantly generate production-ready code with Demonstrate Mode. Notte bridges the gap between manual browsing and scalable automation by converting your actions into resilient scripts that r…

FastMCP 3.0

https://gofastmcp.com/getting-started/welcome FastMCP 3.0 FastMCP 3.0 is a framework for building smarter AI context apps, not just tool servers. It allows you to pull tools and data from anywhere, reshape them, control access, track state, and run long-running tasks—w…

Vellum

https://www.vellum.ai/ Vellum AI: Comprehensive Research Report 1. Executive Snapshot Core Offering Overview Vellum AI represents a fundamental reconceptualization of how organizations develop, deploy, and manage AI-powered automation, positioning itself as the compreh…

Web Accessibility Testing MCP

https://github.com/ronantakizawa/a11ymcp Overview A11y MCP is a specialized server built on the Model Context Protocol (MCP) that empowers Large Language Models (LLMs) to perform professional-grade web accessibility audits. By integrating the industry-standard Deque ax…