Solutions Lab

Tasks companies actually ask us to solve with AI. We take one, build a working demo, and show the steps — from the problem statement to the result. Data in every demo is synthetic.

The demos themselves are in Russian: they were built for Russian companies and we would rather show you the real thing than a translated screenshot. Each card below tells you what the demo does, and the interface is simple enough to follow — press the button and watch the result appear.

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Utility dispatch: what is an emergency and what can waitnew

Dozens of free-text complaints arrive per shift, and the outage only becomes visible when the fifth resident from the same stairwell calls.

utilities · property management · 2026-08-28

Insurance claim: what the file is still missingnew

The file goes back and forth: first a certificate is missing, a week later the bank details, then a discrepancy turns up.

banking · insurance · 2026-08-24

Shift report from the foreman's logbooknew

The shift log lives in a paper notebook and a chat group, and the plant manager adds up downtime minutes in his head.

manufacturing · monitoring · 2026-08-24

Call summary written into the deal card

After a call the sales rep spends half an hour writing up what was agreed — or does not write it up at all.

calls · CRM sales · 2026-08-24

Tender triage: bid or skip

The tender specialist spends half a day reading notices, and the company cannot deliver half of them anyway — which becomes clear far too late.

procurement · tenders · 2026-08-24

Incoming documents, matched against the ledger

Two hundred emails a day — invoices, acts, contracts — every one of them opened and reconciled by hand.

documents · finance · 2026-08-24

Screening job applications

Two hundred applications per opening; HR reads the first thirty, and the strong candidate sits at the bottom.

hiring · HR · 2026-08-24

Property listings: what is keeping them from selling

Half the listings get no views — not because of the property, but because of three photos, a template description and a phone number buried in the text.

real estate · 2026-08-24

Timetable conflicts: exactly where it breaks

A lecturer is booked into two rooms at once, a group does not fit the classroom, and a lab session is scheduled where there is no equipment.

education · 2026-08-24

Construction works certificate: what the contractor over-claimed

The completion certificate gets signed under deadline pressure; the discrepancies in volumes and rates surface six months later.

construction · 2026-08-24

Contract review: what is wrong and what it costs you

One lawyer reviews contracts for the whole company, the queue is a week long, and the tender deadline is tomorrow.

legal · 2026-08-24

Goods receipt: delivery note against what actually arrived

The truck is being unloaded and the driver is in a hurry — the shortage surfaces a week later in accounting.

warehouse · logistics · 2026-08-24

First-line support grounded in your knowledge base

Support answers the same questions every day, and nobody dares deploy a bot that might invent an answer.

customer support · 2026-08-24

Weekly report: why the numbers moved

The report shows revenue down 12% but not why — so the director opens three more dashboards to find out.

reporting · analytics · 2026-08-24

Where the days went: one order across four systems

The customer asks where their order is. CRM says one thing, ERP another, the warehouse a third — and the answer takes half a day of phone calls.

manufacturing · ERP · 2026-08-24

Shift clearance: who must not be assigned today

At 6 a.m. the foreman assigns people to jobs, while briefing, training, medical and certificate expiry dates live in four different registers.

occupational safety · 2026-08-24