Ensemble Labs Inc (TrueFoundry)
TrueFoundry's mission is to eliminate the complexity of AI infrastructure by creating self-sustaining systems where AI manages AI. Its enterprise platform gives organizations a unified control plane to build, deploy, govern, observe, and scale LLM, MCP, and agent workloads across cloud, VPC, on-premises, and air-gapped environments.
At a Glance
- Large enterprises and Fortune 1000 companies
- Enterprise AI/ML, platform engineering, data science, and DevOps teams
- Healthcare and life sciences
- Financial services and fintech
- +3 more
AI Tools by Ensemble Labs Inc (TrueFoundry)
(2)
TrueForge
Open Source AI Agent Harness
TrueFoundry
AI Gateway Deployment Platform
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Latest News
Joined Okta's Cross-App Access ecosystem to bring identity-governed AI to the enterprise AI Gateway.
Debuted TrueForge, an open-source, vendor-neutral agent harness positioned as an alternative to Claude Managed Agents and designed to reduce agent operating cost.
Raised $19 million in Series A funding led by Intel Capital, with Peak XV/Surge, Eniac Ventures, Jump Capital, and angels participating.
Reported four-times year-over-year customer growth and made the AI Gateway the central product layer for LLM, agent, and MCP governance in its year-end review.
Products & Services
A unified proxy/control plane for LLM traffic with provider abstraction, model routing and fallbacks, rate limits, budgets, guardrails, access controls, cost controls, and end-to-end observability.
A governed gateway for discovering, authenticating, authorizing, credentialing, monitoring, and auditing MCP servers and tools used by AI agents.
A control layer for registering, discovering, governing, and tracing agents, including identity, access policies, guardrails, usage and cost controls, and agent-to-tool/model visibility.
Open-source, vendor-neutral agent harness/runtime for building general-purpose agents with bring-your-own models, MCP servers, tools, sandbox, and infrastructure; available for self-hosting and as a hosted pay-per-use service.
Market Position
TrueFoundry positions itself as an enterprise control plane and AI Gateway spanning LLMs, MCP servers, and agents, differentiated from point solutions by unified governance, observability, routing, cost controls, and deployment sovereignty across SaaS, VPC, on-premises, and air-gapped environments. Its comparison material positions it against LiteLLM, Kong AI Gateway, LangSmith/Langfuse, Baseten, Modal, and Claude Managed Agents; TrueForge is marketed as a vendor-neutral, lower-cost alternative to managed agent runtimes.
Leadership
Founders
Nikunj Bajaj
CEO and co-founder; holds a master's degree in computer science from UC Berkeley and led machine-learning efforts for a Facebook conversational-AI product.
Abhishek Choudhary
CTO and co-founder; formerly a senior staff engineer at Meta/Facebook, where he worked in infrastructure.
Anuraag Gutgutia
COO and co-founder; formerly CEO of the founders' office and vice president of portfolio management at WorldQuant, applying quantitative models to manage large-scale funds.
Executive Team
Nikunj Bajaj
CEO and Co-Founder
UC Berkeley computer-science master's graduate; led machine-learning work for a Facebook conversational-AI product.
Abhishek Choudhary
CTO and Co-Founder
Former Meta senior staff engineer in infrastructure; drives TrueFoundry's technical and AI-infrastructure vision.
Board of Directors
Founding Story
The founding team came from Facebook/Meta and WorldQuant and set out to solve the operational complexity they had encountered in taking machine-learning systems from experimentation to reliable production. Their initial vision was a developer platform that would let teams deploy and monitor ML models at big-tech speed, later expanding into a self-optimizing control plane for enterprise AI and agents.
Business Model
Revenue Model
Enterprise software/platform subscriptions and usage-based AI Gateway charges, with custom annual commitments for Enterprise; the platform is offered as SaaS and deployable in a customer's VPC or on-premises. Gateway usage is metered by LLM requests and MCP tool calls, while model-provider costs are separate. Agent Gateway and Agent Harness/TrueForge have custom pricing or hosted pay-per-use options.
Pricing Tiers
Free for up to 3 users.
Unlimited seats are not included at this tier; includes LLM and MCP Gateway capabilities, governance, and usage-based overage.
Enterprise security, compliance, SSO/SCIM, audit logs, data residency, custom usage commitments, dedicated support, and SLA.
Target Markets
- Large enterprises and Fortune 1000 companies
- Enterprise AI/ML, platform engineering, data science, and DevOps teams
- Healthcare and life sciences
- Financial services and fintech
- Technology and software companies
- Government, defense, and regulated organizations
- Enterprise LLM and generative-AI application deployment
- Multi-agent systems and production agent governance
- Centralized model access, routing, fallback, spend management, and observability
- Secure enterprise use of MCP servers and internal tools
- RAG knowledge assistants and document/data question answering
- GPU/ML infrastructure optimization and model serving
- NVIDIA
- ResMed
- Automation Anywhere
- Siemens Healthineers