THE OBIN PLATFORM
Production-grade AI agents that scale your firm's alpha.
Configure, prove and operate AI agents inside your own governed environment, on your own data, without your firm's IP leaving it.
A Robin is a regulated agent that encodes how your best people work — proven against your source of truth, running under controls your compliance team owns.
WHAT THE PLATFORM GUARANTEES
You can't fix an institutional problem with individual AI tools
Capture your firm's alpha
Robins encode how your best people reason — your policies, thresholds and analytical frameworks — so that judgement becomes reusable across the firm.
Maintain the source of truth
Every agent is evaluated against your own contracts, policies and past decisions before production, then continuously in production so it doesn't drift.
Runs under your governance
Robins run inside your own environment. Thresholds, permissions and suspension switches stay with the people accountable for the risk, and every action is logged.
Improves over time
Agent traces, user corrections and real outcomes are linked over time, so each Robin improves on recorded evidence from your own operations.
01 — CONFIGURE
Where your experts encode
the firm's IP
Subject-matter experts configure a Robin against your specific policies, analytical frameworks and workflows — capturing the intellectual capital that makes your firm different from the one across the street.
Ingest what your best people know
Contracts, credit policies, workflow documentation and the historical decisions your analysts learned from.
Encode it once, inherit it everywhere
Policies, risk thresholds and decision frameworks form a foundational layer every Robin inherits.
Set the limits before deployment
Thresholds, escalation paths and guardrails per agent. Every configuration decision is traceable.
Start from a template, not a blank page
Pre-configured workflows for regular work, adapted to your firm rather than rebuilt from scratch.
02 — PROVE
Where the agent is evaluated and verified
Test a Robin against your firm's own source of truth. This is where most AI falls short of the accuracy financial institutions actually require.
Test on your hardest cases, not generic benchmarks
The edge cases, ambiguous language and disputed clauses where general-purpose AI breaks down.
Verify the reasoning, not just the answer
Every intermediate step is scored deterministically and repeatably.
A failed step is re-reasoned and corrected.
Catch drift before it reaches a decision
Evaluations run continuously against live production traffic.
Version it like production software
Named releases, deployment history and rollback when you need it.
03 — OPERATE & GOVERN
Where the agent scales your alpha
Once Robins are live, every action is traceable, governable and available for continuous learning — with proof of the work performed and the outcome it produced.
One control plane for every agent
Uptime, throughput and resource management with production-grade guarantees at scale.
Permissions that match your org
Role-based control over who can configure, ship or suspend a Robin, with safety switches built into every agent.
Your audit log, not ours
The trail writes into your firm's existing audit infrastructure, so compliance reviews on their own terms
It gets better from real outcomes
Agent traces, user corrections and eventual results are linked, so the agent improves on evidence rather than on assumption.
IN PRODUCTION
What the lifecycle produces
LAK LAKSHMANAN
CTO & Co-Founder, Obin AI
See how a Robin would run in your environment
