Shav Vimalendiran
| Shav Vimalendiran | |
| Occupation | Co-Founder and CTO of SAMMY Labs |
|---|---|
| Known for | Co-founding SAMMY Labs (YC W25) |
| Education | Imperial College London (MEng Chemical Engineering) |
Shav Vimalendiran is a software engineer and entrepreneur who is the co-founder and chief technology officer (CTO) of SAMMY Labs, an artificial intelligence company that provides an automated knowledge management platform for enterprises. SAMMY Labs was part of the Y Combinator Winter 2025 batch.[1]
Early life and education
Vimalendiran studied at Imperial College London, where he graduated with a Master of Chemical Engineering (MEng) with First Class Honours in 2021. During his time at Imperial, he pursued coding alongside his degree, teaching himself Python and working on projects including training generative models.
Career
Prior to founding SAMMY Labs, Vimalendiran worked as a quantitative developer at an algorithmic hedge fund. He was also a founding engineer behind a multi-asset, multi-exchange cryptocurrency portfolio management and execution platform.
In October 2024, Vimalendiran co-founded SAMMY Labs alongside Joe Savidge, who serves as CEO, and Joshua Carey. The company is headquartered in San Francisco.[2] Savidge previously worked at Palantir, where he managed enterprise customer onboarding systems.
SAMMY Labs develops an AI-powered platform designed to serve as a "knowledge layer" for organizations and their AI systems. The platform focuses on automatically maintaining and updating documentation, standard operating procedures (SOPs), and compliance-related content. When regulatory or process changes occur, the system identifies affected documents and related processes, determining whether information should be updated, replaced, or enriched.[3] The company has also developed AI customer success agents, extending the platform's capabilities beyond internal knowledge management to customer-facing operations.[4]
The platform integrates with existing knowledge base tools including SharePoint, Confluence, Document360, Zendesk, and Zoho. SAMMY Labs offers three core capabilities: automated maintenance of product documentation and internal SOPs using browser and desktop agents to verify processes; management of compliance, legal, and regulatory information tied to a company's products and operations; and an AI training environment that allows employees to transfer complex institutional knowledge to AI systems in a manner analogous to training a new employee.
The company positions its product as addressing what it describes as the "last mile problem" in enterprise AI — the challenge that AI systems produce unreliable outputs when the underlying documentation and knowledge bases contain outdated, contradictory, or duplicated information. By ensuring that the knowledge bases underpinning AI systems are accurate and current, SAMMY Labs aims to improve the reliability of AI-generated outputs across enterprise workflows.
Public commentary
Vimalendiran has written publicly on topics relating to artificial intelligence and its societal implications. His blog post on cultural bias in AI systems, published at shav.dev, was cited in a 2022 academic paper published through the Association for Computing Machinery (ACM) examining research-through-design approaches to memory and technology.[5]
References
- ↑ "SAMMY Labs – Y Combinator". 'Y Combinator}'. Retrieved 2026-03-18.
- ↑ "SAMMY Labs Launches: AI Customer Success Agents". 'Fondo}'. Retrieved 2026-03-18.
- ↑ "SAMMY Labs". 'SAMMY Labs}'. Retrieved 2026-03-18.
- ↑ "SAMMY Labs Launches: AI Customer Success Agents". 'Fondo}'. Retrieved 2026-03-18.
- ↑ "Rememo: A Research-through-Design Inquiry Towards an AI-Augmented Memory Aid". 'ACM Digital Library}'. Retrieved 2026-03-18.