Custom AI Development

Start with the business goals and…
we can build ANYTHING.

Most AI projects start with the technology and go looking for a use. Ours start with your P&L — then we engineer the AI that moves it.

The methodology

Business-forward, from the first call

No multi-month discovery. No 80-page strategy decks. The whole methodology exists to answer one question fast: where does AI create a return in your business, and how big?

The three questions we open with
01 What are your top three business goals?
02 What's your monthly dev budget & headcount?
03 What's your AI spend per month?
Discovery — business only

A 45-minute conversation about goals, not models. You'll know by the questions we ask whether we're the right team — that's the point.

ROI engineering

We find the offset before we quote: the automation that saves $100K a year, the workflow that replaces a cost line, the product that opens revenue. The engagement is designed to pay for itself from day one.

Guaranteed quote in 48 hours

Deliverables, milestones, team, and one fixed price — set as a share of the saving the automation creates, not a rate card.

Build on our rails

Senior engineers embed with your team and ship on DeepRails' patented guardrail infrastructure — every output evaluated, corrected, and logged. Weeks to production, not quarters.

Measure monthly, forever honest

We measure the automation against the people doing the work today. If it falls short we keep building at our cost, then support it for six months.

What we build

Anything with an AI model in it

If it runs on AI, we've probably shipped it — and hardened it for production.

AI products, zero to launch

Full products with AI at the core — strategy, UX, engineering, and GTM in one team.

Agent workflows

Multi-step agents that execute real work — with evaluation gates at every step.

RAG & knowledge systems

Assistants grounded in your data that cite their sources and stay inside them.

Document & decision automation

Back-office workflows replaced end to end — intake, extraction, reconciliation, reporting.

Evaluation layers & guardrails

Custom evals and correction rails for AI you've already built — the DeepRails specialty.

Dashboards & AI observability

Drift detection, audit logs, and quality metrics your compliance team can sign off on.

Why ours hold up

Built at the frontier,
shipped on our own rails

Anthropic
Where we learned AI safety

Frontier AI-safety research, now applied to your operations.

20+
Patents on the tooling

We own the rails that catch and correct AI mistakes — nobody else ships on them.

500K+
Users protected

0 safety failures in production.

Bring us the goal.
We'll engineer the return.

Senior engineers only·Fixed fee, priced off the saving·Proven against your own team