Cost-per-feature ledger
Each shipped feature has its cost on record.
You pay for results measured in merged changes and closed cases — never for hours or engineer-months.
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.
The category we are building
Hand the work to agents and keep every decision that matters with your people.
Financial institutions have spent decades buying software that helps people do work. The next generation will investigate, decide, execute, document, escalate and learn — under explicit institutional policy.
Acts within limits
It works on your systems inside the authority you set.
Agents act directly on your systems and carry each task through to done, under the authority you define.
Kept internal
Foundry runs behind every agent and is never sold.
The platform is ours to operate, so you buy outcomes and skip the infrastructure project.
Embedded under policy
Digital workers inside your bank, under your rules.
Specialist agents embedded inside regulated institutions, working alongside your teams every day.
01 · The platform
UV Foundry powers every agent and stays in our care, so you only buy outcomes.
The platform underneath every UVAI agent — kept internal so customers can buy outcomes, not infrastructure.
01 · Institutional context
Products, policies, terminology and architecture — the knowledge every agent works from.
02 · Orchestration
Multi-agent workflows with recovery and exception handling built in.
03 · Model routing
Cost-aware routing. Open-source by default, frontier models on opt-in.
04 · Sovereign deploy
In-VPC, on-prem or air-gapped — wherever your perimeter is.
02 · The agents
Nine specialist agents, each with a clear mandate and a human who signs off.
Risk, Technology and Operations agents that perform the consequential work of regulated financial institutions — under customer-defined authority, with full audit. Start where the need is greatest, then expand from there.
UV / RISK● 4 active
FRHuman gate
Fraud agent
[One-line description of what this agent does]
COHuman gate
Compliance agent
[One-line description of what this agent does]
CRHuman gate
Credit agent
[One-line description of what this agent does]
RRHuman gate
Reg Reporting agent
[One-line description of what this agent does]
UV / TECHNOLOGY● 3 active
SEHuman gate
Security agent
[One-line description of what this agent does]
MOHuman gate
Modernization agent
[One-line description of what this agent does]
LAHuman gate
Launch agent
[One-line description of what this agent does]
UV / OPERATIONS● 2 active
ONHuman gate
Onboarding agent
[One-line description of what this agent does]
SVHuman gate
Service agent
[One-line description of what this agent does]
How every agent works
Agents handle each step and bring the big calls to your people.
Investigate
Gathers the evidence.
Reads across systems of record to build the full picture of a case.
Decide
Applies your policy.
Reaches a decision under explicit institutional rules you define.
Execute
Acts on your systems.
Carries the decision through, within the authority you grant.
Document
Writes the record.
Produces audit-grade evidence as a by-product of doing the work.
Escalate
Brings in your people.
Routes consequential calls to human gates for sign-off.
Learn
Improves every cycle.
Folds each outcome back into institutional context.
Governed by design
Pick any action, see who authorised it, then replay it.
- Human gates
Architecture sign-off and go-live approval stay with you.
- Customer-defined autonomy
Set how far each agent may act, stage by stage.
- Institutional context
Agents work from your products, policies and terms.
uv-foundry · orchestration● in-VPC
- Audit-grade evidence
Trace metadata on every change, produced as it happens.
- Replayable runs
Any material action can be reviewed step by step.
- Cost-aware routing
Open-source models first, frontier when you opt in.
“The fastest delivery team in BFSI wins the next decade of renewals and RFPs. The slowest defends a rate card.”
Trust and governance
An AI rollout your compliance team can approve.
Banking rules were written for vendors who send code somewhere else. UVAI keeps code, prompts and inference inside your control boundary — and every material action is logged, attributable and replayable.
Data residency
In-VPC by default
Code stays in your environment. Inference runs inside your perimeter.
Audit-ready
Evidence as a by-product
Every change carries trace metadata mapped to DORA, the EU AI Act and NIS2 — produced as part of delivery.
Human gates
Authority is yours
Architecture sign-off. Go-live approval. Customer-defined autonomy at every stage.
The proof engagement
Hand us 50 live tickets, and at day 90 read the cost of every feature.
90 days. A cost-per-feature ledger at the readout. Real delivery from the first week.
- 01Choose one application
- 02Share 50 real tickets
- 03Review shipped work at day 90
FAQ
What your risk committee will want to know.
Inside your control boundary. Deployment is in-VPC by default, with on-prem and air-gapped options. Code, prompts and inference stay within your perimeter.
Foundry is internal infrastructure that UVAI operates. You buy outcomes delivered by UV Agents, and Foundry works underneath every one of them.
You do. Human gates cover architecture sign-off and go-live approval, and you define how much autonomy each agent has at every stage.
Every material action is logged, attributable and replayable. Changes carry trace metadata mapped to DORA, the EU AI Act and NIS2, produced as a by-product of delivery.
Foundry routes work cost-aware: open-source models by default, with frontier models available on opt-in.
Pick one application and give us 50 real tickets. Over 90 days we deliver shipped work, and the readout includes a cost-per-feature ledger.
What runs at Paytm scale can run inside your walls.
Start a pilot →✓ 90-day proof engagement✓ Runs inside your perimeter