ServicesAI / ML Solutions
SERVICE

AI / ML Solutions

Practical LLM applications and retrieval systems. Done quietly, built into your product, not bolted on.

LLM features that actually ship to production: retrieval over your real data, agents that handle the boring 80%, evaluation harnesses so you can prove the system is working.

AT A GLANCE
Typical duration
4–12 weeks
Engagement
One point of contact
Scope
Fixed, written up front
Post-ship support
30 days included
What you get
01
Agent + RAG systems
02
Evaluation harnesses
03
Cost / latency tuning
STACK WE USE
ClaudeGPT-4oPineconeWeaviateAWS BedrockFastAPI
HOW THIS ENGAGEMENT RUNS

The same five steps, scaled to this service.

Every service follows the same shape, only the time spent on each step changes.

01
Day 1
Brief

Send what you have, a deck, a doc, voice notes, screenshots. We read everything before our first call.

02
Week 1
Scope

A written scope with milestones, costs, and the risks we see. No 30-page SOW. No discovery theater.

03
Weeks 2 to N
Build

Weekly demos. You watch the work happen. You can change direction with a Slack message, not a change order.

04
Continuous
Review

Code review, security review, design review, done internally, before you ever see it. Quality is non-negotiable.

05
Ship day
Ship

Production deploy, handoff docs, 30-day post-ship support included. Then we get out of the way.

WHAT YOU DON'T GET

Honest about scope.

We do not train custom foundation models, and we will talk you out of fine-tuning if a smart retrieval system would solve the same problem for 10% of the cost.

IF IT'S NOT IN SCOPE, WE'LL POINT YOU SOMEWHERE GOOD.

NO PROJECT TOO BIG OR TOO SMALL

Have a ai / ml solutions project in mind?

The fastest way to know if this is a fit is a 20-min call.

Schedule a callSend a brief