AI Made Tangible
From AI idea to working prototype on your data in weeks, not years.
One focused use case. A working prototype on your data. A decision based on evidence - in weeks, not years.
Teams leave AI workshops excited. By Monday morning, nothing has changed. Slides shared, notes filed, day-to-day takes over.
The Monday Morning Approach fixes that. One use case. One metric that matters. A working prototype on your data, running on your infrastructure, with clear KPIs - in weeks, not years.
Your infrastructure. Your data. Yours to own.
Why This Exists
AI initiatives don't fail on technology - they fail on execution. Scattered ideas, unclear owners, no shared definition of "success."
The Monday Morning Approach keeps everyone honest:
For leaders — Evidence instead of opinions. Within weeks, you see whether an agent can cut cycle time, improve quality, or take work off your team. Numbers to decide: scale or stop.
For teams — A working prototype inside their tools, not a demo on someone else's dataset. That builds trust.
Why This Exists
AI initiatives don't fail on technology - they fail on execution. Scattered ideas, unclear owners, no shared definition of "success."
The Monday Morning Approach keeps everyone honest:
For leaders — Evidence instead of opinions. Within weeks, you see whether an agent can cut cycle time, improve quality, or take work off your team. Numbers to decide: scale or stop.
For teams — A working prototype inside their tools, not a demo on someone else's dataset. That builds trust.
Core Principles
KPIs defined up front - minutes saved, defects caught, throughput lifted. Measured against a baseline.
Start from how your business actually works - constraints, edge cases, hidden rules. Design the simplest agent that proves the idea.
Every engagement anchored on a prototype that runs on your infrastructure, with your data, in one real workflow.
Deployed on Swiss/EU infrastructure when needed. You own the components, model weights, and integrations. No black box.
KPIs defined up front - minutes saved, defects caught, throughput lifted. Measured against a baseline.
Start from how your business actually works - constraints, edge cases, hidden rules. Design the simplest agent that proves the idea.
Every engagement anchored on a prototype that runs on your infrastructure, with your data, in one real workflow.
Deployed on Swiss/EU infrastructure when needed. You own the components, model weights, and integrations. No black box.
How It Works
Discovery
Map one workflow where an agent can move the needle. Capture current process, systems, data. Agree on 1-2 KPIs and a baseline. You know exactly what we'll build and how we'll measure it.
Minimum Viable Agent
Build a working prototype on your data. Small set of tools wired for one workflow. Simple interface. Safety, audit, logging from the first commit.
Improvement
Run in shadow or limited production. Tune prompts, retrieval, tools based on real cases. Add guardrails as we see failure modes. Goal: better than today, with a clear story why.
Production Handover
Harden integration, security, monitoring. Document the system. Add MLOps so your teams can evolve it. Clarify ownership and runbooks. Hand over.
Timelines vary by scope and integration complexity. But the pattern holds: working prototype in weeks, not months.
Timelines vary by scope and integration complexity. But the pattern holds: working prototype in weeks, not months.
What We Don't Do
What You Walk Away With
Everything documented. Yours to keep. No lock-in.
Baseline KPIs documented
Working prototype on your data
Agent architecture and integration docs
MLOps setup for ongoing improvement
Runbooks and ownership clarity
Playbook for the next use case
Not a report. A system that runs.
What You Walk Away With
Everything documented. Yours to keep. No lock-in.
Baseline KPIs documented
Working prototype on your data
Agent architecture and integration docs
MLOps setup for ongoing improvement
Runbooks and ownership clarity
Playbook for the next use case
Not a report. A system that runs.
FAQs
Everything you need to know about how we work.
8-12 weeks from kickoff to production handover. Discovery is 1-2 weeks. You have a working prototype by week 5-6.
We tell you. You've spent 1-2 weeks and a fraction of the budget to find out - not six months.
Access to the workflow, the data, and the people who do the work today. We handle the rest.
The playbook we hand over covers exactly that. Run it internally or bring us back.
You do. Code, models, weights, documentation. Yours to extend, modify, operate.
FAQs
Everything you need to know about how we work.
8-12 weeks from kickoff to production handover. Discovery is 1-2 weeks. You have a working prototype by week 5-6.
We tell you. You've spent 1-2 weeks and a fraction of the budget to find out - not six months.
Access to the workflow, the data, and the people who do the work today. We handle the rest.
The playbook we hand over covers exactly that. Run it internally or bring us back.
You do. Code, models, weights, documentation. Yours to extend, modify, operate.
From kickoff to production system. Not a demo—a working system on your infrastructure.