Research laboratory
EPN Labs
An independent research laboratory for ideas that are too early to be startups.
- Founder
- Karnveer Singh
- Website
- epnlabs.com
- Status
- Early-stage, raising funds
- Focus
- AI, autonomous systems, HCI, future computing
Purpose
EPN Labs is an independent research laboratory founded by Karnveer Singh. Its purpose is to fund and pursue ambitious work in artificial intelligence, autonomous systems, human-computer interaction and future computing.
The goal is not another startup. It is a place where impossible ideas get treated as engineering projects with a timeline.
Architecture
Research is organised as long-running tracks rather than products: each track produces notes, prototypes and, occasionally, a spin-out system.
Every track is required to produce something runnable — a prototype, a dataset or a measurable experiment — not only a written conclusion.
Challenges
Independent research needs patient funding; EPN Labs is currently raising to extend its runway.
Balancing open publication with the commercial value of applied automation work.
Technologies
- Artificial intelligence
- Autonomous systems
- Human-computer interaction
Research
Active interest areas: AI memory, autonomous agents, market intelligence and future computing.
Related research notes
- Autonomous agents: execution is the hard part
Why the difficulty in autonomous AI agents is not reasoning quality but execution, recovery and bounded authority.
- Startup research: signal before spend
A validation method for founders — find demand evidence before writing code, and kill ideas on evidence rather than on mood.
- Future computing: software that creates new ways of working
Why the next generation of software should not only solve problems, but change what work looks like.
Frequently asked questions
- What is EPN Labs?
- EPN Labs is an independent research laboratory founded by Karnveer Singh, focused on artificial intelligence, autonomous systems, human-computer interaction and future computing.
- Who founded EPN Labs?
- EPN Labs was founded by Karnveer Singh, an AI automation developer and system architect based in Udaipur, India.