AI maturity command center
Integrating AI takes 8 levels
ROI starts at Level 5. Most companies bought Level 1 and waited. The work, the bills, and the team haven't changed.
AI runs workflows
AI executes whole workflows end-to-end — people direct outcomes, not operate steps.
HoverClick a level — see what it really costs you
- 8AI self-optimizesFrontier
- 7Processes built on AICompound
- 6Agents coordinate workScale
- 5AI runs workflowsROI begins
- 4Routine work on AICapped
- 3Teams trained unevenlyMixed
- 2Tools, no systemUnknown
- 1People use AI soloShadow
- 0AI is off-limitsBlocked
- 0AI is off-limitsBlocked
- 1People use AI soloShadow
- 2Tools, no systemUnknown
- 3Teams trained unevenlyMixed
- 4Routine work on AICapped
- 5AI runs workflowsROI begins
- 6Agents coordinate workScale
- 7Processes built on AICompound
- 8AI self-optimizesFrontier
Aligned with
GDPR
EU AI Act (Regulation 2024/1689)
ISO/IEC 42001:2023
Operational proof
Buying AI is the easy part. It's not the part that lifts profit or returns hours
5–30×
more expensive per automated task than asking AI a direct question
91%
of companies can't show what AI delivered
We all started on ChatGPT. Context accumulated there — conversations, decisions, ways of working. Switching felt slow, not because it was technically hard, but because you’d have to start over explaining yourself. Now scale that to a company.
Maturity system
Profit and hours come back above Level 5
AI runs workflows
AI executes whole workflows end-to-end. People direct outcomes, not operate steps.
Move AI from pilot to production in fintechGetting ready to automate
Processes run on their own
The truth
No, AI won't fix everything
AI won't fix broken processes
It scales them faster, in both directions — bad workflows produce bad outcomes faster, not better ones.
AI won't replace human judgment
It frees your people to make more customer-facing calls, with better information in front of them.
AI won't deliver returns instantly
Most production agents need two or three iteration cycles before they earn their keep.
AI won't make compliance go away
It adds a new governance layer: model accountability, output review, audit trails.
AI won't run itself
Every production AI needs monitoring, tuning, and a named human owner.
Quality is bound by input quality
Vague specifications and messy data produce vague, messy outputs.
Knowing what AI won't do is what makes the rest of the work possible.
Find leverage
Where AI runs in your business
Marketing
AI writes the first version, your team makes it great
A retrieval model (RAG) grounded in your brand voice and approved assets produces the on-brand draft. People edit and approve, so production stops being the constraint.
Follow these
Principles for safe AI in your business
AI only ever sees the data a task strictly needs
Access is scoped to each task, so the model never touches customer or financial data it has no reason to see.
Private data never mixes with public AI models
Sensitive data stays inside your own environment and is never sent to a public model or used to train one.
A named person is accountable for every AI output
Every important result has an owner who signs off on it, so decisions stay with people, not the model.
Every input, output and model version is logged
A full record is kept from day one, so you can show exactly what the AI did, when, and on which version.
Compliance is designed in from the very first day
GDPR and the EU AI Act are built into the system from the start, not patched in after an audit flags a gap.
Cases
How AI improved our clients
An educational platform for Moldova's leading English-language school
7
systems integrated ⬡
A factoring lender that transformed funding into a 70%-faster edge
3x
invoices processed
A tax-return platform that lets the German diaspora file in under 20 minutes
1,000+
declarations daily
A low-code CRM on top of 1C, that grew a lender's credit portfolio by 33.5%
33.5%
portfolio growth
Digital credit platform that approves loans 60% faster for a bank
46.5%
SME loan growth
Replacing a 15-year-old PHP system academic system for a global education organization
4x
faster scheduling
A modern mobile banking app delivered under urgent PSD2 and IPS rules
20x
more transactions
AI call intelligence that made QA review 80% faster for a trading firm
2M
calls synced to CRM
A digital queue system that lets truck drivers book border crossings in advance
+40%
more slots for transit time
A platform unifying MD's university admissions for students, universities, and the ministry
16+
universities on the platform
A redesigned, mobile-first marketplace built for Tanzania's mobile majority
100M
records migrated (0 downtime)
A digital gifting app that makes sending a gift as easy as a text
+14
users per free-gift campaign
A postal transformation that made international shipping affordable
-70%
cost x 2kg parcel
A unified ERP and app connecting Lensa's optical stores and e-commerce
+40%
sales via app
A pet adoption marketplace with AI, escrow, and native apps
40+
payment processors integrated
A mobile app that transforms cryptocurrency into everyday payments
POS
integration in EU/Asia
A platform that brought science-based parenting to 2M+ parents
+40K
paying clients in 3 yrs
“The next competitive advantage won't come from better models. It'll come from better data governance.”
Expertise
Industries we work in
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