UV Foundry

The platform that runs every agent inside your perimeter.

UV Foundry sits underneath every UVAI agent. It holds your institutional context, coordinates the work, routes each task to the right model and deploys where your data already lives. We operate it, so you buy outcomes.

Start a pilot Meet the agents
2,000+
Repositories in production
200+
Engineering teams on Foundry
11d14h
Ticket to merged PR
+43pp
Test coverage uplift on legacy

Recorded at Paytm scale with RBI, NPCI, SEBI and DPDP supervision live throughout.

How we work

UV Foundry stays in our care, so you only buy outcomes.

Foundry is internal infrastructure and is never sold. Our team runs it, maintains it and improves it behind every agent. Your teams receive shipped work, with the cost of every feature on record.

Under every agent

Four layers, each built for regulated finance.

UNDER EVERY UVAI AGENT UV FOUNDRY ● ALWAYS AT WORK 01INSTITUTIONAL CONTEXT 02ORCHESTRATION 03MODEL ROUTING 04SOVEREIGN DEPLOY
01 · Institutional context

Agents learn your bank before they work in it.

Your products, policies, terminology and architecture, held as the context every agent works from.

02 · Orchestration

Many agents, one controlled workflow.

Multi-agent workflows with recovery and exception handling built in.

03 · Model routing

The right model for each task, at the right cost.

Cost-aware routing. Open-source models by default, frontier models when you opt in.

04 · Sovereign deploy

It runs where your data already lives.

In-VPC, on-prem or air-gapped. Code, prompts and inference stay inside your control boundary.

Lifecycle

Agents handle each step and bring the big calls to your people.

Investigate

Gathers the evidence from your systems of record.

Decide

Applies the policy your institution has set.

Execute

Acts on your systems within the authority you grant.

Document

Writes audit-grade evidence as it works.

Escalate

Routes consequential calls to a human gate.

Learn

Folds each outcome back into institutional context.

Deployment

Choose where Foundry runs. Your perimeter stays the boundary.

Code, prompts and inference stay inside your control boundary in every option.

Default

In-VPC

Inference runs inside your own cloud environment.

Your hardware

On-prem

Foundry runs on infrastructure in your own data centre.

Fully disconnected

Air-gapped

For environments that stay fully disconnected.

Governance

Pick any action, see who authorised it, then replay it.

  • Audit-grade evidence

    Every change carries trace metadata mapped to DORA, the EU AI Act and NIS2, produced as part of delivery.

  • Human gates

    Architecture sign-off and go-live approval stay with your people.

  • Customer-defined autonomy

    You set how far each agent may act, stage by stage.

UV / RISK — FRAUD AGENT · SAMPLE RUN
uv-foundry · orchestration● in-VPC
  • Replayable runs

    Any material action can be reviewed step by step.

  • Inside your boundary

    Code, prompts and inference stay in your environment.

  • Cost-aware routing

    Open-source models first, frontier when you opt in.

The proof engagement

Hand us 50 live tickets, and at day 90 read the cost of every feature.

One application. Ninety days. A cost-per-feature ledger at the readout.

  1. 01Choose one application
  2. 02Share 50 real tickets
  3. 03Review shipped work at day 90

Institutionsbfsi@uvai.com→ SI partnerspartners@uvai.com→