Om Labs · Global
We build
autonomous agents
for enterprises that
can't afford to get it wrong.
Deep vertical expertise. Private deployed infrastructure. Continuous forward-deployed engineering. We don't sell software — we deploy governed intelligence.
Verticals
Purpose-built agents for institutions that move markets.
Each vertical is a full-stack intelligence layer — not a dashboard, not a report generator. A sovereign AI system that thinks, acts, and learns inside your operation.
Kubera
Finance & Capital Markets
Bloomberg-terminal power, AI-native intelligence. Kubera can watch 1000s of instruments across equities, bonds, commodities, and crypto — and surfaces only what matters. Privately deployed for hedge funds, mutual funds, portfolio managers, and family offices.
- — Autonomous market scanning - 1000s of instruments, 24/7
- — Real world — tracking social, economic & technology trends
- — Knowledge base — well designed for research, analysis & market opportunities
- — Agents — Researcher, Analyst & Strategist
- — SEC EDGAR intelligence — Form 4, 10-Q, XBRL analysis
- — 5–15 high-conviction signals per week with full thesis
- — Private deployment — your data never leaves your environment
Next vertical
— to be announced —
Each Om Labs vertical follows the same architecture: a domain knowledge graph, a suite of specialized agents, a forward-deployed engineering relationship, and a private managed runtime. We go deep in one domain at a time.
If you're building in a domain where decisions are high-stakes, data is heterogeneous, and the cost of a missed signal is real — we want to talk.
How we work
We build it. We deploy it. We run it.
There is no handoff. Our engineers are permanently embedded in the system's lifecycle — that's what forward-deployed engineering means in practice.
Architecture & knowledge graph
We begin with the domain's real structure — its instruments, relationships, events, and decision cadence. Every system starts with a knowledge graph that encodes the domain before a single agent is written.
Private deployment
Agents run in your environment or in a dedicated private cloud we manage exclusively for you. Your data, your signals, your institutional memory — none of it touches shared infrastructure or trains a shared model.
Forward deployed engineering
Post-launch, our team stays embedded. We tune thresholds, add new data sources, build new workflows, and advance the system roadmap in step with your evolving needs and market structure changes.
Why it matters
Most AI implementations fail in production. Ours don't.
The gap between a demo and a working system is enormous. Forward deployed engineering exists to close that gap — permanently.
Domain drift is real
Markets change structure, new instruments emerge, macro regimes shift. A static system degrades. Our team continuously recalibrates the system against live conditions.
Institutional customization takes time
Each fund has a style — a universe of instruments, a preferred signal cadence, proprietary data sources, risk limits. We build that in over months, not configure it in a settings panel.
Trust is earned incrementally
Autonomous agents earn expanded scope as they demonstrate reliability. We manage that trust gradient — starting narrow, expanding as evidence accumulates.
The roadmap is a partnership
We don't build a feature list — we build a roadmap co-authored with your team, advancing capabilities where they create measurable value for your operation.
Our thesis
Four convictions that shape everything we build.
The next decade of enterprise technology is being written by those who understand what AI can actually do — and what it takes to make it work reliably at the edge of a high-stakes domain.
01
Agents as a service
The business unit of the future is an agent. Nvidia's Jensen Huang called it correctly: enterprises will run fleets of AI that execute work end-to-end, not just surface insights. We build those fleets and run them for you.
Agentic systems02
Governed intelligence
Raw AI is a liability. Governed AI — with audit trails, bounded decision scope, institutional memory, and human escalation paths — is a competitive asset. TCS Chairman N. Chandrasekaran was right: governance is the differentiator.
Governance layer03
Forward deployed engineering
We don't hand over a product and walk away. Our engineers embed with your operation, learn your edge cases, iterate on the system continuously, and advance the capability roadmap in step with your needs.
Continuous deployment04
Deep vertical expertise
Horizontal AI tools understand nothing about your domain. We build vertical-first — starting from the domain's real structure, its data, its decision cadence, its risk tolerance — and work outward from there.
Domain-native AI“The question is not whether your institution will run on AI. The question is whether that AI will be governed, private, and yours — or generic, leased, and someone else's.”
Om Labs · Founding Principle
Founder
Built by someone who stays in the room.
Om Labs is a founder-led firm. No account managers or customer support, no handoffs — the person who designed the system is the person who deploys and runs it with the help of a forward deployed engineering team.
Engineer and builder at the intersection of autonomous systems and governed intelligence. I've spent years designing AI agents that do real work — not demos — for domains where a missed signal or a wrong inference has real consequences. Deep experience in research, financial analysis, investing, risk management and trading in capital market like equity and crypto.
Why I started Om Labs
I started Om Labs because the tools available to institutions were either too generic to trust or too shallow to matter. Horizontal AI vendors sell access; we deploy governed intelligence — private, domain-native, and managed continuously. Kubera was the first proof. Om Labs is the firm that builds more of them, one vertical at a time. Started with Kubera for financial institutions as that's what I love the most and have good experience in outside engineering.
Ready to run intelligence at institutional scale?
We work with a small number of institutions at a time. If you're exploring what governed AI can do for your operation, start with a conversation.
Let's talk about you, your goals, your operations & growth.