We did this to ourselves first.
IDEAPORT LAB explores what AI can really achieve for small and mid-sized companies — in a controlled, secure, step-by-step way. Every method we offer was proven inside our own 18-year-old IT company before it reaches you.
“Running the AI Transformation Twice”
Olga Farbtuha (CEO) & Antons Matrosovs (CTO)
- Date
- October 8
- Stage
- Executive stage
- Time
- 14:25
Everyone has AI. Almost nobody has changed how they work.
That 55-point gap is not a technology problem. It is a methodology problem: tools and licenses are handed out, and the magic is expected to happen by itself. It doesn't. Without data, process, governance and change behind it, AI stays a personal assistant — not an operational layer.
“We've been talking about AI for two years. We use ChatGPT sometimes, but we haven't actually changed how we work.”
Sources: McKinsey, The State of AI (Nov 2025); EU Digital Decade Report 2026.
A maturity ladder, climbed step by step — never a leap of faith.
We work along Microsoft's five-stage Enterprise AI Maturity model — the same ladder we climb ourselves.
Most companies we meet are at Stage 2: pilots running, nothing operationalized. That is exactly where structured work begins.
- Stage 1 Awareness & Foundation
- Stage 2 Active Pilots & Skill Building Most companies are here
- Stage 3 Operationalize & Govern Where we are today
- Stage 4 Enterprise-Wide Adoption
- Stage 5 Agentic Operating Model
Explain, Plan, Execute is our simple approach to work, and how IDEAPORT LAB takes you from one stage to the next.
Explain the path
You know exactly where you stand on the ladder and what the next stage requires — in your workflows, not in theory.
Plan the transformation
A sequenced roadmap grounded in your actual processes, data and capacity. Fixed scope, fixed fee, fixed timeline.
Execute step by step
Deploy, govern and iterate — one workflow at a time, with human review at every exception point — until the system runs reliably.
Exploration with guardrails, not experiments with your data.
Autonomy is only useful when a business owner can trust it. For us "trusted" means three testable properties — and knowing exactly what data leaves your perimeter before any frontier model sees it.
We are running this transformation twice — and documenting both honestly.
IDEAPORT RIGA's own transformation
An IT company with enterprise clients in the UK and Nordics, transforming itself with a dated goal, five owned workstreams and behavior-based tracking. Today the organisation operates at Stage 3:
- Autonomous agents in daily operation — tender monitoring and evaluation, sensitive-data detection
- Honest record of what failed: a perfect internal app nobody adopted, a knowledge community nobody had time for
- The lesson we now apply for clients: adoption needs internal marketing, not just good tools
IDEAPORT LAB's own operations
The Lab is born agentic-first: no habits to unlearn, no legacy to protect. Our research, outreach and content run on the same agentic workflows we design for clients.
- Methods proven in the Lab flow back into the consultancy
- 18 years of delivery discipline and client trust flow into the Lab
- You experience the product before you buy it — our way of working is the demonstration
An in-progress transformation presented with intellectual honesty is worth more than a polished case study. We publish where we are, what worked, and what didn't.
Built specifically for small and mid-sized companies.
We serve Latvian and Baltic SMEs of roughly 10–150 employees — companies large enough to have real processes, and too busy serving clients to transform themselves alone. We work only with organizations whose use of AI creates value for the people they serve.
See how we startEngineering & architecture
Design and engineering offices where specifications, permit files and standards checks eat your senior engineers' hours. That paperwork is where an agent earns its keep.
Wholesale & distribution
Wholesalers and distributors still handling orders, price lists and supplier invoices by hand. On a thin margin, every hour an agent takes back shows.
Technology companies
IT firms facing the same trap we faced: knowing exactly what to do, and never finding the time. We speak your language.
Find out where you stand
One free discovery call tells you your stage on the ladder and the first move worth making.
Small first steps. Fixed scope. Measured results.
Discovery call
Up to 60 minutes, free, no strings attached. We locate you on the maturity ladder and name the most promising first move.
AI Maturity Assessment
Three weeks. A maturity score, a gap analysis and a prioritized roadmap of 3–5 specific opportunities — so your next investment is a decision, not a guess.
Your first agentic workflow
Six weeks. One production-ready workflow automating a high-frequency, low-risk process — deployed, documented, handed over.
The full journey, at your pace
Governance frameworks, knowledge agents, operations design and — when you are ready — the agentic operating model. One stage at a time.
Tell us where you're stuck. We've probably been there.
A discovery call of up to 60 minutes — free, no strings attached. We'll tell you honestly whether and where AI can move your operation, and what we would do first.
Prefer email? Write to us at ai.lab@ideaportriga.com
