Efficiency
Hours of manual handling removed; cycle times measured in minutes, not days.
AI transformation you can measure.
Business processes, rebuilt with AI. Results you can audit.
We start by understanding how the work actually happens — the people, the documents, the approvals, the exceptions. Then we redesign it, build it with the latest AI where it earns its place, and measure it against the baseline. Faster. Cheaper. Auditable. In your control.
- Efficiency
- Cost
- Auditability
- Control
A recent result6–7 people → 2–3 · days → ~30 minutesFull audit history, human approval on every decision
What every engagement is measured on
Four outcomes. Every process, every time.
Efficiency, cost, auditability and control — the four words every project, case study and proposal is scored against.
Cost
Fewer people on repetitive work, less rework, fewer costly delays — modeled as a range your CFO can challenge.
Auditability
Every action recorded: who reviewed, changed or approved what, with the original record attached.
Control
AI prepares the decision. Your people make it. Role-based access, enforced approvals and exception routing keep leadership in charge.
Flagship result
6–7 → 2–3people on the process
Days → ~30 minto a clean, ready shipment invoice
Full audit historywhere there used to be shared spreadsheets
A global distribution operator’s shipment-and-invoice process went from six or seven people to two or three, and from days to about thirty minutes — with a full audit history where there used to be shared spreadsheets.
Read the case →Client identity withheld. Figures are drawn from the engagement and rounded to protect confidentiality.
Who we work with
One method. Two kinds of organization.
The document changes; the pattern rarely does. The same method rebuilds processes for companies and for public bodies.
For companies
Intake, approvals, reconciliation, onboarding, compliance checks, reporting. Distribution, hospitality, luxury retail, finance, professional services.
Who we serve →
For governments and public bodies
Applications, permits, claims, inspections, procurement, records. Faster for the public, cheaper for the department, traceable for auditors.
Public sector →How we work
The Five Stars Method
Five stars, in order. A governance checkpoint at every step, so investment follows evidence.
- 1UnderstandWe sit with the people who do the work and map how it really happens.
- 2PrioritizeWe rank opportunities by value, effort and risk, and pick the first process.
- 3PilotWe build a controlled solution with human review designed in.
- 4ProveWe measure against the baseline you agreed on.
- 5ScaleWe extend what works, harden governance, and hand it over.
Why a boutique
Senior people, one process at a time
Not an AI agency selling tools. Not a large consultancy selling decks.
The architect builds it.
The person who scopes your engagement is the person who designs and delivers it.
Weeks, not quarters.
One process, one owner, one measured result — then decide.
You own it.
Code, models, documentation and the know-how to run it. We build to hand over, not to create dependency.
The team you work with
Senior people from the first conversation to hand-over
Enterprise architecture and commercial leadership at the top, with vetted engineers brought in under the architect’s direction when a build calls for it.
Klaus Barkhausen
Founder & Principal ArchitectScopes, designs and delivers every engagement — 25+ years of enterprise systems in large, regulated, multi-country organizations.
View profile →
Susana Barkhausen
VP of SalesLeads client relationships across the United States, the Caribbean and Latin America — 25 years of commercial leadership, in English and Spanish.
View profile →Insights
Latest thinking
Practical, unhyped notes on process transformation, governance and measuring results.
The four outcomes: how to score any AI project before you fund it
Efficiency, cost, auditability and control. Four questions a leader can ask of any AI proposal — and what a good answer sounds like.
Read →
From platform to department: why government AI stalls at the last mile
Governments are buying platforms and assistants. The value shows up only when someone rebuilds one department’s process end-to-end, with accountability designed in.
Read →
Controlled AI adoption: a governance-first path for operations leaders
Why the fastest way to get real value from AI in operations is to design human review, approvals, and audit trails in from day one — not bolt them on later.
Read →Have a process that is slow, expensive or hard to audit?
Tell us about it in 30 minutes. You will leave with three places to look and an honest view of whether AI belongs there.