Potpie AI
Category: AI Developer Tools
An AI-powered platform that builds task-oriented custom agents for complex enterprise codebases, enabling AI agents to understand, reason across, and execute engineering tasks with deep codebase context awareness. Potpie AI was founded in 2023. The company is led by Aditi Kothari. Based in San Francisco, United States. Team size: 11-50. Total funding raised: $2.2M. Latest round: Pre-Seed. Key investors include Emergent Ventures, All In Capital, DeVC, Point One Capital, Google for Startups.
- Founded
- 2023
- Headquarters
- San Francisco, United States
- Team size
- 11-50
- Total funding
- $2.2M
Value proposition
Solves the fundamental context problem in large-scale engineering systems by converting entire codebases into intelligent knowledge graphs, enabling AI agents to operate with the same understanding as experienced engineers, reducing debugging time, accelerating onboarding, and automating complex workflows across 1M+ lines of code.
Products and solutions
Codebase Q&A Agent, Debugging and Error Analysis Agent, System Design and Architecture Agent, Integration Testing Agent, Feature Building Agent, Custom Workflow Agents, VS Code Extension, Slack Integration
Unique value
Parses entire codebases into Neo4j-based knowledge graphs capturing every file, function, class, and their relationships, combined with integration of tickets, logs, documentation, and code reviews into a unified context layer that enables AI agents to reason across full systems like experienced engineers.
Target customer
Fortune 500 companies and publicly listed enterprises in regulated industries including healthcare and insurtech
Industries served
Enterprise Software Development, Healthcare Technology, Insurtech, Financial Services, Regulated Industries
Technology advantage
Two-year R&D effort creating a foundational context layer that integrates with existing engineering workflows (GitHub, Slack, Notion, Datadog, Snowflake, Jira), supports codebases from 1M to 50M+ lines of code, offers both hosted and self-hosted deployments, and provides 41% faster PR cycles with enterprise-grade security and audit trails.
How they differentiate
Knowledge graph-based infrastructure layer using Neo4j to parse entire codebases into structured representations, integrating code, tickets, logs, documentation and reviews. Offers both open-source self-hosted and enterprise hosted deployments with ontology-first architecture for regulated industries. Supports massive codebases (1M-50M+ lines) vs competitors focused on individual developer productivity or smaller repos.
Main competitors
Cursor, GitHub Copilot, Sourcegraph Cody, Devin (Cognition)
Key partnerships
GitHub, Slack, Notion, Datadog, Snowflake, Jira, VS Code, Google for Startups Accelerator: India
Notable customers
Flobiz, Astronomer, Moniepoint, Fortune 500 companies in healthcare and insurtech, Publicly listed companies in regulated industries
Major milestones
Founded October 2023 after 2 years of R&D, Public launch January 2025, Open-source projects surpassed 5,000 GitHub stars, $2.2M Pre-Seed funding led by Emergent Ventures (Feb 2026), Selected for Google for Startups Accelerator: India 2026 cohort (Jul 2026), Working with Fortune 500 and publicly listed companies in regulated industries
Growth metrics
41% faster PR cycles for engineering teams; Root cause analysis reduced from nearly a week to ~30 minutes; Supports codebases up to 50M+ lines of code
Market positioning
Enterprise-focused infrastructure layer enabling AI agents to operate across complex production codebases. Positions between IDE-integrated tools (Cursor, Copilot) and autonomous agents (Devin) by providing the foundational context layer that makes other AI tools more effective in enterprise environments.
Geographic focus
San Francisco, CA headquarters with Fortune 500 enterprise customers globally, specializing in regulated industries
Patents and IP
No registered patents disclosed as of latest update
About Aditi Kothari
Previously Product Manager at Razorpay (Indian fintech unicorn); also worked at Bounce Share, Forest, Airtribe, On Deck, and Zoho. Built developer tools that saved companies hundreds of thousands of dollars annually. Expertise in product management, developer tools, and enterprise software.
Latest news about Potpie AI
- Potpie AI secured $2.2M in pre-seed funding to build a foundational context layer enabling AI agents to operate across complex codebases the way senior engineers do. One enterprise customer with 40M+
- Potpie raised $2.2M to build a knowledge graph for code, solving a critical enterprise AI problem. While most tools generate code, Potpie spent 2 years building infrastructure that helps AI agents act
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Official website: https://potpie.ai