Use Cases

What enterprises build on Olbrain.

Olbrain Studio is domain-agnostic, with a first focus on regulated finance — where auditable identity, attributable decisions, and data residency matter most. A few of the agents teams build and run today.

Customer support

Resolve, not deflect

A support agent that handles discovery, answers, documents, disputes, and escalations across the channels your customers use — in their language, around the clock — with every conversation tied to a named agent identity and captured in the audit log.

Agent kind: Concierge (conversational)
KYC & onboarding

Verify and onboard, end to end

A workflow agent that ingests documents, runs checks, applies policy, and routes exceptions to a human gate — each step a typed executor, each decision attributable, the whole run reproducible from the audit log.

Agent kind: Operator (workflow)
Collections & NACH

Run repetitive finance operations

Agents that orchestrate collections and mandate (NACH) flows across systems — with retries, conditions, and human review where it matters — so operations scale without scaling headcount.

Agent kind: Operator (workflow)
Verification & filing

Document-heavy compliance tasks

Verification and filing agents (for example, TDS verification) that read documents with document AI, reason over them, and produce an output a reviewer can sign off — an early agent of this kind was built in hours.

Agent kind: Operator (workflow)
Document processing

Turn documents into structured action

Extraction, classification, and decision support over contracts, statements, and forms — composed into directed graphs that fan out per item and aggregate the result.

Agent kind: Operator (workflow)
Research & analysis

Gather, reason, synthesize

A research agent that pulls from your knowledge and external sources, reasons over them, and returns a synthesized, sourced answer on demand — on the live research runtime.

Agent kind: Analyst (research)
Whole-business agentification

A fleet, not a single bot

The 100% is not one agent — it is the autonomous agentification of a whole business by Alchemist and its specialists: operations, finance, collections, risk, and customer-facing agents, all on one platform, all governed as one. See the platform overview.

Orchestrated by Alchemist