Autoblocks
2 known investors
Seeko is an AI consulting practice that advises leadership teams on implementing artificial intelligence and operates a proficiency model called AI Ready alongside production software called Clutch.
Also known as Autoblocks AI
Founders & leadership
Investors · 2
Company profile
researched Aug 2026Autoblocks AI provides a cloud-based platform that lets AI product teams prototype, test, evaluate and launch AI applications and agents. The product is aimed at replacing manual QA, brittle test scripts and scattered tooling with automated testing that can exercise thousands of real-world scenarios, capture subject matter expert (SME) feedback and codify it into evaluation logic, and validate agent behavior before deployment.
Core capabilities described in the company's documentation include dynamic test case generation from real user inputs, SME-aligned evaluation metrics, a continuous improvement loop that connects testing, expert insight and production data, and red-teaming and simulation tooling for surfacing edge cases and risks. The platform is designed to integrate with a team's existing agents, models, prompts and evaluation logic, with dashboards for reviewing results and ongoing monitoring after deployment. Additional released components include a Deployment Portal, AI Risk Center, AI Trust Center, Workflows, Grid Search for systematic LLM optimization, Expert Feedback, self-improving LLM judges, an AI Product Playground and an Agent Simulate product.
Founding story
Autoblocks AI was founded in 2022 by Haroon Choudery, who serves as co-founder and CEO, and Adam Nolte, co-founder and CTO.
Business model
Autoblocks sells software to AI product and engineering teams, with a public pricing page and a self-serve sign-up path alongside enterprise-oriented deployment, compliance and support offerings.
Traction
Customer stories published by the company cover Hinge Health, Anterior Health, ClickHouse Cloud and Gamma. The company was recruiting for open roles as of 2025.
Latest developments
Recent announcements include the Autoblocks Deployment Portal, Expert Feedback, AI Risk Center, AI Trust Center and integrations or partnerships with Val Town and Centaur Labs, alongside an Agent Simulate product and promotion of a healthcare-focused AI hackathon in New York.
▸Full profile — market position, technology, go-to-market, geography, history
Market position
Autoblocks positions itself in the LLM evaluation, testing and observability tooling segment, emphasizing regulated-industry requirements and collaboration between developers and domain experts rather than developer-only prompt tooling. The company has described its approach as a proxyless LLMOps platform.
The company emphasizes moving beyond static human-in-the-loop review by capturing SME judgments and encoding them into automated evaluators, tying evaluation to business outcomes such as cost, compliance and failure rates, and offering a proxyless architecture along with HIPAA and SOC 2 Type 2 compliance for sensitive data environments.
Technology
The platform generates test cases automatically from real user inputs, incorporates structured SME feedback into evaluation pipelines, runs simulation and red-teaming across thousands of interactions, and monitors production behavior to update test sets and evaluation metrics. It integrates with existing AI stacks and frameworks, with published material covering work alongside LangChain and DSPy. The company states enterprise security and compliance with HIPAA and SOC 2 Type 2. Its web infrastructure is reported to include Node.js, Next.js, Headless UI, Cloudflare, Sentry, HubSpot and Google Analytics.
Go-to-market
Distribution combines self-serve sign-up and published pricing with content marketing through a technical blog, customer case studies, and community activity such as a healthcare-and-AI hackathon in New York City, supported by partnerships and integrations with companies including Centaur Labs and Val Town.
AI and product engineering teams in high-stakes and regulated sectors such as healthcare and finance, where data sensitivity, hallucinations and compliance exposure carry liability.
Geography
Headquartered in Brooklyn, New York, United States, with community events hosted in New York City.
History
The company was founded in 2022 and released Autoblocks 2.0, described as a GenAI product platform, in the period covered by its 2023 blog posts, followed by a sequence of product releases including Grid Search, Workflows, AI Trust Center, AI Risk Center, Expert Feedback and a Deployment Portal.
Compiled by commissioned research from 5 cited public sources — announcements, filings, and press listed under research sources below.
Key figures
latest reportedCompany-reported or press-reported figures, each dated to when it was claimed — not independently audited.
Competitors · 1
by search overlap
Companies competing with Autoblocks for the same Google search keywords, organic and paid, via search-intersection analysis.
Timeline · 13
launches, deals, and filingsAutoblocks promoted applications for a healthcare and AI hackathon hosted in NYC.
Integration allowing users to build custom AI evaluations.
Collaboration announced by Autoblocks focused on safer AI development.
Collaborative environment for evaluating and improving AI product quality, positioned as a successor to prompt playgrounds.
Autoblocks announced a Deployment Portal for deploying its platform across environments.
Feature for capturing subject matter expert input and connecting domain expertise to AI development.
Capability to scale expert assessment of subjective LLM application outputs.
Autoblocks stated its platform is HIPAA compliant, supporting secure testing and evaluation for healthcare companies building AI products.
Release of a collaborative workspace for iterating on and improving GenAI-powered products.
Dated company events from announcements, filings, and press; legal rows summarize public dockets and regulator releases.
In the news
▸Research sources · 5
primary sources listed
- Autoblocksautoblocks.ai · web
5 public sources were cited for this profile; the first-party ones are listed here.
Frequently asked questions
- What does Autoblocks do?
- Autoblocks is a platform for testing, evaluating and monitoring AI chatbots and agents in high-stakes, regulated industries.
- Who founded Autoblocks?
- Autoblocks was founded by Haroon Choudery.
- Who are Autoblocks's investors?
- Autoblocks's investors include Core Venture Capital, Kyber Knight Capital.