From AI idea to production-ready product — without wasting months on the wrong thing.
End-to-end ownership from discovery to deployment — so you ship products users adopt.
The Idea
Validated Prototype
Production Product
LiveQuality
Adoption
Latency
Deployed
Ready to scale
Faster decisions
Go/no-go based on evidence.
Production-ready delivery
Reliability + performance.
Team-level leverage
Handover + playbooks.
Services
Productized AI Services
No hourly billing, no vague scopes. Each service delivers a specific outcome within a defined timeline.
AI Opportunity & Prototype Sprint
Pick the one AI use case worth building — and leave with a working prototype and a go/no-go decision.
From €2,500
- Opportunity scorecard (impact vs complexity)
- Prototype/demonstrator
- Roadmap with risks & costs
AI Pilot Build
Turn a prototype into a production AI feature with evaluation, guardrails, and monitoring.
From €12,000
- UX + spec
- Integration (LLM/RAG if needed)
- Observability + handover
AI Skills & Workflow Upgrade
Make AI usage consistent, safe, and measurable across your team — not random prompting.
From €3,000
- Role playbooks
- Guidelines & governance
- Optional internal GPT setup
Final scope depends on integrations, data readiness, and compliance requirements.
Prices exclude VAT.
Featured Case Study
Custom GPT nutrition coach I built for my cycling training
This is a personal case study, but the same approach applies to business systems: data integration, evaluation, guardrails, and deployment.
How should I fuel today? I have threshold intervals planned for tomorrow.
Checking your data from intervals.icu...
HRV
58 ↑12%
Form (TSB)
+7
TDEE
3,010
Today's targets (−500 deficit):
💡 Higher carbs today — your HRV is strong and tomorrow's threshold session (TSS ~85) needs glycogen.
The Challenge
As a competitive cyclist, I tracked extensive wellness data but struggled to translate it into actionable nutrition guidance. Despite years of training, I couldn't break through a stubborn fat-loss plateau.
The Approach
Built a Custom GPT with live API actions that pulls my real-time data from intervals.icu, applies sports nutrition science encoded in the system prompt, and delivers daily macro targets with reasoning.
Results
- 6.4kg fat loss in 16 weeks, 0.4kg/week sustained
- Real-time data from Garmin, Polar via intervals.icu
- Uncovered hidden fueling mistakes in my routine
- Custom GPT with live actions on GCP
Mini case study
Internal knowledge assistant -> reduced time-to-answer for support and sales
Mini case study
Ops automation -> removed manual copying between systems
Mini case study
Product feature -> improved onboarding/help flow with measurable adoption
Process
How I work
Understand & prioritize
Map workflows, data, and constraints. Score opportunities (impact vs complexity) and define success metrics.
Prototype & validate
Build a working prototype fast. Test with real users, measure quality, and iterate toward a go/no-go decision.
Build & ship
Ship a production-ready feature with evaluation, guardrails, monitoring, and a clean team handover.
About
20 years turning complex problems into working software
I've evolved from classical development through UX research to applied AI product development. Based in Europe and working remotely with clients worldwide.
LLM integration, RAG systems, evaluation
Angular, NestJS, Python, GCP
User research, prototyping, validation
Ing. Bruno Gardlo, PhD
Fractional AI Product Partner
Location
Europe (Remote)
Experience
20 years
Specialization
Applied AI
Have an AI idea but don't know where to start?
Let's talk about your goals and explore how we can turn your AI vision into a working product.
I typically reply within 1 business day