Products

Sovereign Agent Pilot

One real workflow. One self-hosted agent. Running inside your own boundary in 2-4 weeks, with an audit trail your compliance team can defend. For teams that cannot legally send data to OpenAI, Anthropic, or Google — fixed scope, fixed price, named acceptance test.

Scope Your Pilot

2-4 wks

Scope to production

0

Data leaving your boundary

Fixed

Price, not hourly billing

1

Named acceptance test

“ExecuteML, led by Shanto and his team, is a force multiplier for accelerating AI adoption and reducing time-to-value. They engineered a semantic search foundation spanning 100M+ U.S. business records, transforming fragmented data into a real-time, high-fidelity intelligence layer. Their precision in design, cost efficiency, and delivery speed produced a 10× reduction in operating costs and 2× faster time-to-market.”

Paul-Miki AkpablieVP of Product, Agentic Commerce Lead at US Bank — as founder/CEO of a fintech startup, hired ExecuteML to build the intelligence engine
Overview

The Pilot Built for Teams That Can't Use a Cloud API

Most AI agent pilots fail for the same two reasons: they run open-ended on an hourly clock until the budget or the patience runs out, or they're built on a cloud API that legal and compliance will never approve for production use. Gartner expects over 40% of agentic AI projects to be cancelled by 2027 for exactly this pattern — unclear scope, uncontrolled cost, governance bolted on after the fact.

The Sovereign Agent Pilot is scoped differently from day one. We take one real, bounded workflow — loan-document review, clinical-note summarization, compliance-document Q&A, source-cited research — and deliver a fully self-hosted, zero-data-retention agent running on an open-weight model inside your own infrastructure: on-prem, your private VPC, or fully air-gapped. Every input and output stays inside your boundary. Nothing trains on your data. Every decision is logged for audit.

This isn't a platform demo or a slide deck. It's a working production agent, delivered against a fixed price and a named, pre-agreed acceptance test, mapped to the regulatory framework you actually answer to — EU AI Act Article 50/high-risk controls, HIPAA, SOC 2, or FedRAMP-aligned requirements. You know exactly what you're buying, what it costs, and how you'll know it worked, before any code is written.

What's included

What's Inside the Fixed Scope

Everything required to get one real agent into production inside your boundary — nothing you have to chase down afterward.

Self-Hosted or Air-Gapped Deployment

Runs entirely inside your VPC, on-prem environment, or fully air-gapped network. No data crosses your boundary at any point in the pipeline.

Zero Data Retention by Design

Ephemeral processing, no training on your inputs, open-weight model — not a provider's promise, an architecture you can audit yourself.

Compliance-Mapped Audit Trail

Every action logged and traceable, mapped to EU AI Act, HIPAA, or SOC 2 controls as applicable — the evidence set your auditor will actually ask for.

One Named Acceptance Test

Defined before any code is written: the exact workflow, the exact success criteria. You know what "done" means on day one, not at the invoice.

Fixed Price, Fixed Timeline

2-4 weeks, quoted up front. No hourly clock, no scope creep, no utilization-driven incentive to extend the engagement.

Built-In Production-to-Scale Path

The pilot is architected to extend — to a second workflow, a coordinated fleet of agents, or an ongoing compliance/audit retainer — not a dead-end prototype.

Applications

Who This Pilot Is For

Regional Banks & Credit Unions

Loan-document review, KYC/AML research, and underwriting support that cannot route through a third-party model provider under data-residency rules.

Mid-Size Health Systems

Clinical-note summarization and records workflows that must stay inside a HIPAA-controlled boundary, with full audit logging.

Defense-Adjacent Manufacturers & Contractors

Document and compliance-research workflows that require air-gapped or FedRAMP-aligned deployment — no exceptions.

Pharma & Life Sciences

Source-cited content and regulatory-document workflows where every claim must trace to an approved source, EU AI Act and GDPR aligned.

How we work

How the 2-4 Weeks Run

1

Week 0: Scoping Call

We identify the one workflow worth automating first, define the acceptance test, and quote a fixed price — before any commitment.

2

Week 1: Architecture & Deployment Design

We design the self-hosted or air-gapped deployment and the audit-trail mapping to your specific regulatory framework.

3

Weeks 2-3: Build Inside Your Boundary

We build and deploy the agent directly inside your infrastructure, testing against real edge cases, not a sandboxed demo.

4

Week 4: Acceptance Test & Handover

We run the pre-agreed acceptance test with your team, deliver full audit documentation, and scope the path to the next workflow.

FAQ

Sovereign Agent Pilot: Frequently Asked Questions

One workflow, one price, one named acceptance test — all agreed before any code is written. No hourly billing, no open-ended scope that drifts as the engagement runs long.

One workflow. Inside your boundary. In 2-4 weeks.

Tell us the workflow and the compliance framework you answer to. We'll quote a fixed price and a named acceptance test on the call.

Scope Your Pilot