All analysis was generated autonomously, without human review. Scores are analytical opinions drawn from the cited public sources, without hands-on testing. They are not audits, certifications, investment reports, purchasing advice, or evaluations of quality.
BerriAI builds LiteLLM, an open-source gateway giving a team one OpenAI-shaped interface to call more than 100 model providers. Netflix and Lemonade voices are on record, with Adobe, Rocket Money, and Samsara on Y Combinator's trusted-by list. The code is forkable, so a funded rival can rebuild the software, but customers already routing requests through it are harder to win away, since migrating LiteLLM-specific keys, budgets, and routing rules takes work. A gateway concentrating credentials is also the risk: in March 2026 two poisoned packages reached PyPI, exposed for between forty minutes and three hours by conflicting accounts, and BerriAI rebuilt its pipeline. It fits teams standardizing many models behind one gateway, weaker if cloud providers bundle comparable routing natively.
| Description | LiteLLM is an AI gateway that lets platform teams give developers access to over 100 large language model providers through one OpenAI-format interface, with fallbacks and spend tracking across them. | [f1] |
|---|---|---|
| Founded | 2023 | [f2] |
| HQ | San Francisco, United States | [f3] |
| Funding | $1.6M total | [f4] |
| Latest funding | Seed (Y Combinator, Gravity Fund, Pioneer Fund), 2023 | [f4] |
| Deployment | SaaS, Self-hosted | [f5] |
| Product | What it does |
|---|---|
| LiteLLM | LiteLLM: Open-source AI gateway and proxy for 100+ LLM providers, adding virtual-key RBAC, budgets, rate limits, guardrails (PII masking, prompt-injection), and enterprise SSO and audit logs. |
AI Defense Matrix
| Govern | Identify | Protect | Detect | Respond | Recover | |
|---|---|---|---|---|---|---|
| AI-Workload Platforms Inference servers, training platforms, vector DB platforms, and the model-loading supply chain. | ||||||
| AI Orchestration Tools Agentic orchestration tools, plus their plugins, skills, hooks, system prompts, scaffolding, harnesses, configuration settings, and MCP clients on user devices. | ||||||
| AI-Generated Code Code produced by AI tools, AI-assisted reviews, AI-generated infrastructure-as-code and tests, and vibe-coded apps that bypass CI/CD. | ||||||
| AI Gateways & Routers MCP proxies and gateways, LLM routers, outbound AI-service traffic, shadow AI egress, and model-registry traffic. | ||||||
| AI Model Model weights, fine-tuning checkpoints, model cards, registries, AIBOM, and the third-party LLMs your enterprise consumes. | ||||||
| Training Data Datasets used for training, fine-tuning, and continued learning. | ||||||
| Runtime AI Data User prompts, inference inputs, RAG content, vector DB content, persistent agent memory, and interaction history. | ||||||
| AI Agent Identities AI agents as non-human principals, plus credentials, keys, permission scopes, service accounts, and delegation chains across agents and tools. |
LiteLLM is an open-source AI gateway and proxy for over 100 LLM providers, adding virtual-key RBAC, budgets, rate limits, guardrails for PII masking and prompt injection, and enterprise SSO and audit logs. It is mapped to the AI Defense Matrix. [f6]
How well the company can compete in its security market, scored across eight dimensions against public evidence.
| Dimension | Score |
|---|---|
| Problem Clarity How precisely the company defines its problem, with evidence the problem exists at the scale claimed. | 3/5 |
| Capability Depth How specific the technical capabilities are, with evidence beyond marketing claims such as docs, demos, and third-party validation. | 4/5 |
| Market Timing Whether the market is ready for this product, with evidence that buyers are actively seeking solutions. | 4/5 |
| Team Credibility Demonstrated domain expertise with public signals such as prior exits, publications, and industry recognition. | 3/5 |
| GTM Proof Evidence of actual traction (customers, revenue signals, partnerships) beyond stated intentions. | 4/5 |
| Funding Efficiency Whether funding matches go-to-market ambition, with signs of capital-efficient growth. | 4/5 |
| Category Clarity Whether the company creates or fits a recognizable category that buyers can quickly place in their stack. | 3/5 |
| Incumbent Defensibility How vulnerable the core value proposition is to absorption as a feature by a platform vendor. | 3/5 |
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A closer look at the company's product strategy, measuring how defensible it is against market forces and examining the eight areas behind it.
reinforce or reposition
| Dimension | Score |
|---|---|
| Value Delivery Does the product sell software as the product, or judgment, trust, or accountability with software as the delivery mechanism. | 1/3 |
| Switching Cost How expensive leaving is for a customer: data portability, integrations, learned workflows, network effects, regulatory data residency. | 2/3 |
| Compliance Moat Whether certifications, liability acceptance, or audit trails block an easy replacement. | 1/3 |
| Problem Complexity Whether the product requires ML, optimization, real-time systems, or years of specialized expertise. | 3/3 |
| Buyer Profile Whether buyers are SMB operators, mid-market IT teams, or regulated enterprises and governments with procurement gates. | 3/3 |
| Layer Whether the product is an end-user application, a platform with application features, or infrastructure other applications depend on. | 3/3 |
| Proprietary Data, Content, or IP Whether the product accumulates datasets, content licenses, or IP that a rival cannot recreate from scratch. | 1/3 |
Unlock the Full Analysis
The reasoning for the scores, the strategy deep dive, the business risks, and more. AI access comes with the purchase, so your AI tools can read the full profile too. You keep 12 months of access.
One-time purchase: $20 per profile.
UnlockReading several? Unlock the entire catalog.
| Id | Source | Tier | Accessed |
|---|---|---|---|
| f1 | LiteLLM: AI Gateway for 100+ LLMs | official | 2026-07-09 |
| f2 | BerriAI/litellm GitHub API (repository created date) | official | 2026-06-13 |
| f3 | Y Combinator LiteLLM company profile | official | 2026-06-14 |
| f4 | Y Combinator LiteLLM profile, raised seed round | other | 2026-07-16 |
| f5 | AI Defense Matrix Catalog entry | other | 2026-06-09 |
| f6 | AI Defense Matrix Catalog mapping | other | 2026-06-23 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | LiteLLM homepage with Netflix and Lemonade customer quotes “Netflix uses LiteLLM to give developers Day 0 LLM access ... Our experience with LiteLLM and Langfuse at Lemonade has been outstanding.” | official | 2026-06-13 |
| s2 | LiteLLM Enterprise (self-managed deployment, SSO, audit logs) “Ideal for organizations giving LLM access to a large number of developers and projects.” | official | 2026-06-13 |
| s3 | BerriAI/litellm GitHub repository (AI gateway features, README) “Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging.” | official | 2026-06-13 |
| s4 | BerriAI/litellm GitHub API (stars, forks, created date) “stargazers_count 52176 forks_count 9338 created_at 2023-07-27T00:09:52Z” | official | 2026-07-01 |
| s5 | LiteLLM docs (Getting Started, 100+ providers, OpenAI format) “Call 100+ LLMs using the OpenAI Input/Output Format” | official | 2026-06-13 |
| s6 | Y Combinator company page for LiteLLM (named customers, W23) “LiteLLM is an open-source LLM Gateway with 18K+ stars on GitHub and trusted by companies like Rocket Money, Samsara, Lemonade, and Adobe.” | other | 2026-06-13 |
| s7 | Economic Times on Berri AI raising 1.6 million dollars (Aug 2023) “Berri AI, co-founded by Ishaan Jaffer and Krrish Dholakia, is planning to raise $1.6 million in funding.” | press | 2026-06-13 |
| s8 | LiteLLM Security Update on the March 2026 supply-chain incident “Customers running the official LiteLLM Proxy Docker image were not impacted ... We have now released a new safe version of LiteLLM (v1.83.0) by our new CI/CD v2 pipeline which added isolated environments, stronger security gates, and safer release separation for LiteLLM.” | official | 2026-06-13 |
| s9 | Wiz on the TeamPCP supply-chain attack trojanizing LiteLLM (Mar 2026) “LiteLLM is the latest victim of TeamPCP’s open-source attack spree.” | press | 2026-06-13 |
| s10 | PyPI download statistics for the litellm package “last_month 558038133 last_week 133535310” | other | 2026-06-13 |
| s11 | LiteLLM Guardrails Quick Start (prompt injection detection, PII masking) “Setup Prompt Injection Detection, PII Masking on LiteLLM Proxy (AI Gateway)” | official | 2026-06-16 |
| s12 | BerriAI/litellm LICENSE (MIT, with an enterprise directory carve-out) “All content that resides under the enterprise/ directory of this repository, if that directory exists, is licensed under the license defined in enterprise/LICENSE. Content outside of the above mentioned directories or restrictions above is available under the MIT license as defined below.” | official | 2026-07-01 |
| Id | Source | Tier | Accessed |
|---|---|---|---|
| s1 | LiteLLM homepage: Netflix and Lemonade customer quotes and pricing “LiteLLM has let my team provide the latest LLM models to our users usually within a day of them being released. David Leen, Staff Software Engineer, Netflix. Our experience with LiteLLM and Langfuse at Lemonade has been outstanding. Mark Koltnuk, Principal Architect, Lemonade.” | official | 2026-06-17 |
| s2 | BerriAI/litellm GitHub README (open source AI Gateway, features) “LiteLLM is an open source AI Gateway that gives you a single, unified interface to call 100+ LLM providers using the OpenAI format. Production-ready gateway, virtual keys, spend tracking, guardrails, load balancing, and an admin dashboard out of the box.” | official | 2026-06-17 |
| s3 | LiteLLM Enterprise (self-managed deployment, SSO, audit logs) “Ideal for organizations giving LLM access to a large number of developers and projects. Available as a secure, self-managed deployment. LiteLLM Enterprise adds: SSO, SCIM, 24/7 Support, OIDC/JWT-Auth, Team/Org Admins, Key/Team-based Guardrails, Secret Managers, Key Rotations.” | official | 2026-06-18 |
| s4 | BerriAI/litellm GitHub API (stars, forks, created date) “stargazers_count 50705 forks_count 8948 created_at 2023-07-27T00:09:52Z” | official | 2026-06-17 |
| s5 | LiteLLM Guardrails Quick Start (PII masking, prompt injection) “Setup Prompt Injection Detection, PII Masking on LiteLLM Proxy (AI Gateway). guardrail: presidio, supported values aporia, bedrock, lakera, presidio, mode pre_call. Model-level Guardrails: This is an Enterprise only feature.” | official | 2026-07-01 |
| s6 | Y Combinator LiteLLM profile (named customers, founders) “open-source LLM Gateway with 18K+ stars on GitHub and trusted by companies like Rocket Money, Samsara, Lemonade, and Adobe. Krrish Dholakia, Founder. Ishaan Jaffer.” | other | 2026-06-17 |
| s7 | LiteLLM Security Update on the March 2026 supply-chain incident “The compromised PyPI packages litellm 1.82.7 and 1.82.8 were live for about 40 minutes before being quarantined by PyPI. Customers running the official LiteLLM Proxy Docker image were not impacted. We released a new safe version (v1.83.0) by our new CI/CD v2 pipeline with stronger gates.” | official | 2026-06-18 |
| s8 | Wiz on the TeamPCP supply-chain attack trojanizing LiteLLM (Mar 2026) “LiteLLM is the latest victim of TeamPCP's open-source attack spree. ... The packages were published at approximately 8:30 UTC and quarantined by PyPI at 11:25 UTC . An PyPI advisory has been posted here , identifying an API token exposed via the prior Trivy incident as the root cause.” | press | 2026-06-17 |
| s9 | Economic Times on Berri AI raising 1.6 million dollars (Aug 2023) “Berri AI, co-founded by Ishaan Jaffer and Krrish Dholakia, is planning to raise $1.6 million in funding. The startup has also received support from startup accelerator Y-Combinator.” | press | 2026-06-17 |
| s10 | LiteLLM Data Privacy and Security: audit and certification status “Has the Vendor been audited / certified? SOC 2 Type I. Certified. Report available upon request on Enterprise plan. SOC 2 Type II. In progress. Certificate available by April 15th, 2025. ISO 27001. Certified. Report available upon request on Enterprise plan.” | official | 2026-07-01 |
| s11 | LiteLLM Blog: LiteLLM + Vanta SOC 2 Type 2 and ISO 27001 Recertification “We are partnering with Vanta to recertify LiteLLM's compliance for SOC 2 Type 2 and ISO 27001. As part of this process, we are also identifying independent auditors to validate and verify our compliance posture.” | official | 2026-07-01 |
| s12 | LiteLLM Blog: Improve release stability with 24 hour load tests “How we built a long-running, release-validation system to catch regressions before they reach users. Alexsander Hamir, Krrish Dholakia, Ishaan Jaffer, February 6, 2026.” | official | 2026-06-18 |
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