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AI Product Development

AI that ships to production, not a demo.

AI product development is taking a model from prototype to production with retrieval, evaluation, and monitoring. Alfcode integrates LLMs, RAG pipelines, and agents into real systems with guardrails and load testing on day one, so what you launch holds up under real users instead of breaking on the second prompt.

What you get

Everything the
build needs.

One senior team owns it end to end, so nothing falls through the gap between design, code, and ship.

Retrieval over your data

RAG pipelines that ground answers in your own content, not the open internet.

Agents with guardrails

Tool use and multi-step workflows that stay inside the lines you set.

Evals, not vibes

Quality measured against real cases so you know when a change makes it worse.

Streaming and caching

Responses that feel instant, with caching that keeps the bill sane.

Human handoff

A clean path to a person for the cases a model should not own.

Cost and latency control

Model routing and budgets so quality and spend stay where you want them.

How we work

Four steps,
no black box.

The same path on every engagement. You see working software early and often, never a big reveal at the end.

01
Discover

Discover

A short, sharp scoping pass that turns the idea into a plan you can price.

02
Design

Design

A clickable prototype in week one, so you steer before anything is expensive to change.

03
Build

Build

Senior engineers ship in weekly demos to production, never a black box.

04
Ship

Ship

Live under real load, then monitored and tuned. Most clients stay for the next build.

Tools of the trade

A stack chosen
for the job.

We pick boring, proven tools where it counts and reach for new ones only when they earn it.

Claude
OpenAI
RAG
Vector DBs
LangGraph
Evals
Start a project

Tell us what you are building.

A short call, a clear plan, and a fixed quote before any code. We reply within one business day.