AI Engineering Services
AI agents that do real work.
Build. Fix. Operate.
We help companies turn AI experiments and workflows into reliable production systems.
AI Engineering Boutique — not another AI platform. We build, fix and operate the systems behind the demos.
The Problem
AI is easy to demo.
Production is different.
01
Build
You have a process that should be automated.
We build the AI workflow.
02
Fix
You already have an AI agent — but it doesn't behave reliably.
We productionize it.
03
Operate
Your agents are running, but nobody wants to babysit them.
We keep them running.
What We Do
Build. Fix. Operate.
One capability, three ways we serve it. Pick where your AI is stuck.
01
BUILD
Turn a business process into an AI-powered workflow.
02
FIX
Make your existing AI agent production-ready.
03
OPERATE
Keep AI systems reliable after they go live.
What We Automate
Work we take on.
Six high-value scenarios we build, fix and operate — not a catalogue of every possible project.
AI Research
Research companies, markets, technologies and competitors automatically — with evidence you can trace.
Document Automation
Extract, classify, validate and route business documents instead of moving them by hand.
RFP Automation
Turn large RFP packages into structured answers and review workflows.
CRM Automation
Research accounts, enrich records and automate repetitive sales operations.
Knowledge Agents
Turn internal knowledge into reliable research and decision workflows.
Agent Productionization
Take an existing AI prototype and make it reliable enough for production.
Where We Start
Two areas we focus on.
We don't claim every industry. We go deep where we can deliver.
Why Us
We don't just build demos.
01
Reliability first
AI systems fail differently from traditional software. We design for failure from day one.
02
Human when it matters
Agents automate the work. Humans stay in control of important decisions.
03
Evidence over hallucination
Critical outputs can be traced back to sources, tools and execution steps.
04
Built for production
Checkpoints, retries, evaluation, recovery and observability are part of the system — not afterthoughts.
Under The Hood
Engineering depth, invisible to your customers.
Your business system in, a reliable outcome out. The runtime, evaluation and recovery layers sit between — built from the same infrastructure that powers our own reference systems.
Built with modern AI infrastructure and adapted to your existing systems.
Reference Projects
Work that shows how we build.
No fabricated client logos. Real systems we've built with the same capabilities we sell.
REF
Research Mission
Research 50 companies across multiple sources and produce an evidence-backed report.
Case Study →How We Engage
Productized services.
Predictable engagements. Each one is a step toward a production AI system.
01
AI Workflow Audit
Find where AI can actually create measurable value.
02
AI Workflow Prototype
Build a working AI workflow around one business process.
03
Productionization
Turn a prototype into a reliable production system.
04
Operate
Continuous monitoring, evaluation and improvement.
Starting from — scoped per project. Every engagement starts with a focused assessment.
Have an AI workflow that needs to work?
Tell us what you're trying to automate, what you've already built, and where it is failing.
Build something new. Fix something broken. Operate something important.