Why us

Why a budget holder trusts our number.

Independent by design: we don’t sell licences, seats, or lock-in — so our diagnosis has nothing to upsell. We are enterprise architects who find the work your people still do by hand, change one workflow with them, and measure what it gave back.

  • Vendor-neutral
  • Senior-led
  • The report is yours to keep

The moat

Four reasons the number holds up.

Anyone can claim a saving. Here is why a CFO takes ours to the board.

Our work runs inside real SAP and enterprise systems, at companies where a wrong number has consequences. That is where we learned to read a business as a system: to find where the work actually piles up, and to say what to change and what to leave alone.

We don’t sell licences, seats, or lock-in — so our diagnosis has nothing to upsell, and we’ll happily tell you which tools to cancel. We start with the hours: the work your people still do by hand although the AI you already pay for does it in minutes.

That independence, backed by real system depth, is the whole model — and it is why a budget holder trusts our number over a seat-seller’s pitch.

Enterprise architects. Vendor-neutral by design.

Engineers who have run the systems your work lives in.

The people who map your workflows have built and operated enterprise systems for thirteen years — deep in SAP and business analytics. We read a process the way the people who built it do, which is why our recommendations survive contact with your stack.

Years working inside SAP and enterprise finance at Generali, Carrier and Zebra.

Hours back, with receipts.

Everyone claims ROI; almost no one proves it. We time the work before we touch it and time it again afterwards, the same way. You get the number, the workflow it came out of, and the measurement behind it — so your board sees something it can check.

Every number traced to the workflow and the before-and-after behind it.

The only people not selling you a licence.

We don’t resell licences or lock you into an ecosystem, so we recommend the cheapest thing that works — even when that is less of us, including which seats and tools to cancel, and which workflows to leave exactly as they are.

Vendor-neutral: no seats to sell, no ecosystem to defend.

Senior-led — no juniors on your work.

The people who scope the work are the people who sit with your team and do it. No five-person crew billed against a small problem, no hand-off to a bench you never met.

The architect who scopes it is the one who ships it.

Senior-led

The people who scope it are the people who ship it.

No account managers, no junior crew. Two founders sit with your team and do the work — and we train your own champions to keep it running, so your people are empowered, not dependent on us.

Liliia Karpenko
Liliia Karpenko
Co-founder · AI enablement architect

Leads the enablement work — sitting with the people doing the job until their workflow actually changes, and stays changed.

Juraj Prachár
Juraj Prachár
Co-founder · Enterprise-systems architect

Has built and run real SAP and enterprise-finance systems — the depth behind every recommendation we make.

Measured · Itemised · Board-defensible

Every hour we claim traces back to its source.

No hand-wavy "AI will save you time." Every number in the report walks back — step by step — to the workflow it came out of, the timing taken before we touched anything, and the same measurement repeated afterwards. This is the view your CFO actually wants.

  1. The number

    ≈ 90 hours a month, handed back

    What one team stops spending on work the AI you already pay for does in minutes — built from your own measurements, not an estimate.

  2. The line item

    210 documents a month, written from scratch

  3. The source

    The workflow map · the before-timing · your system logs

  4. The change

    One workflow rebuilt, with a named owner

  5. The proof

    The same 210 documents, timed again

Illustrative trace. Your real report is built on your own workflows and your own timings — alongside the idle licences the audit finds while it is in there.

Where we focus.

Process-first automation across the finance and back-office work that drains your team and slows the close.

Month-end close & intercompany

Reconciliations that tie on time and intercompany that nets — so the close stops being a fire drill.

Accounts payable & invoices

PDFs with no PO, three-way matching, exceptions routed to a person only when they actually need one.

Reconciliations & tie-outs

Bank, sub-ledger, and balance-sheet recs matched to source — deterministic and rules-based, with a full audit trail.

Reporting & consolidation

Periodic and regulatory reports assembled from the system — not rebuilt by hand under deadline.

Audit trail & controls

Every match shows its source document, the rule, the timestamp, and the approver. Start at the journal entry, click back to source.

Operate by exception

We absorb the routine volume and the spikes so your people handle the complex exceptions without burning out.

When not to hire us

When this doesn’t work.

Some engagements aren’t worth starting. We’ll tell you that early — before you’ve committed to the full program. The patterns we’ve seen kill enablement:

There is no real workflow for AI to touch.

If no weekly job in your business has manual work sitting inside it, there is nothing for enablement to grip. We’ll point you at where there is, rather than sell you sessions that won’t land.

Leadership won’t back the change.

Changing how work gets done is behaviour change. Without a sponsor who models it and protects the time to learn, even good hands-on work fades. We’ll say so rather than take the money.

You want AI to cut the team, not empower it.

We take the manual work off your people so they do higher-value work. If headcount reduction is the goal, we’re not the right fit — and a change framed as a threat never sticks anyway.

We’ll name the constraint and suggest the next step — even if that next step isn’t us.

Your next step

Start with one workflow.

Bring the one your team dreads — thirty minutes with a senior architect, no slides. Or spend two minutes on the free Self-Check first. The paid audit turns either into a hard number and a plan — yours to keep, whether or not you continue with us.

  • You own everything we build
  • Vendor-neutral — no lock-in
  • Senior-led — no juniors
  • EU AI Act Article 4 foundation

Vendor-neutral. Senior-led. The report is yours to keep, whether or not you continue with us.

Чого очікувати на дзвінку

  • 1A working session with a senior architect — not a sales pitch, not a junior.
  • 2We take one workflow apart and say what we’d change first, and what it’s worth in hours.
  • 3You leave with a clearer view of the work your team still does by hand, whatever you decide next.