What we can deliver for you.
Patterns of typical deployments by industry. These are not specific case studies — they are the outcomes we achieve for clients in similar situations. When we meet, we'll discuss what's realistic for your firm.
Fully anonymized case studies with real numbers and firms are provided under NDA to serious prospects.
Clinic or practice: documentation eats doctors' hours daily.
Typical scenario for smaller and mid-sized healthcare operations — clinics, specialist practices, rehab centers.
Starting situation
The doctor spends a significant part of the day on documentation, insurance filings, and notes. The practice closes and the „second paperwork shift" begins. Admin eats into patient care.
What we build
The doctor dictates a visit summary. The system structures the medical record, prepares ICD-10 codes and the insurance filing. The doctor reviews and approves. All inside the clinical database — no data leaves the practice environment.
Target outcome
Documentation time drops from tens of minutes to single-digit minutes per patient. Every doctor gains hours a day for patients — or for leaving on time. Practice capacity grows without adding staff.
Construction firm: quote prep eats half the sales day.
Typical scenario for firms with in-house estimators and varied subcontractors — renovations, civil works, technical installations.
Starting situation
Sales prepares each quote by hand — price lists, subcontractor rates, margin, scope check. One quality quote eats half the day. The firm can't keep up with inbound inquiries and some leads are lost.
What we build
Sales enters the scope parameters. The system pulls from internal price lists, accounts for current subcontractor rates, calculates margin, and generates a PDF quote in brand identity. Sales reviews and sends.
Target outcome
Time per quote drops from hours to single-digit minutes. Daily throughput of processed inquiries multiplies. Sales responds before competitors — more closed deals.
Real estate agency: weekend leads go to competitors.
Typical scenario for mid-sized agencies with several agents and inbound leads via portals, web, and phone.
Starting situation
Inquiries via web, phone, and property portals come in 24/7. Agents process them in working hours — at the latest Monday morning. By then the client is often talking to another agency.
What we build
The system receives inquiries from all channels automatically. It scores lead value, enriches with public record data, and suggests matching properties from portfolio. A qualified lead reaches the agent with complete context — ready for immediate callback.
Target outcome
Average first response drops from hours to minutes. Lead → meeting conversion rises significantly. Weekend inquiries no longer lost — the system catches them before competitors do.
Law, consulting, accounting: client prep eats billable time.
Typical scenario for firms where a senior spends hours reviewing client history before each meeting.
Starting situation
Before each client call, the senior partner spends hours reviewing emails, documents, and prior meetings. Junior associates spend even more. Billable time dissolves in prep the client never sees.
What we build
The system reviews the client's full documentation, all prior interactions, and current legal or substantive context. Prepares a briefing: what you're working on, where it's going, what the client plans to raise, current status.
Target outcome
Prep time drops from tens of minutes to single-digit minutes. The senior arrives better prepared. Billable capacity grows without hiring.
Why we share patterns, not specific clients.
Our clients work with us for three reasons: speed, guarantee, and discretion. Discretion means we don't let their specific deployments, data, and know-how travel through marketing materials.
The patterns above describe typical briefs and targets we work with. Specific numbers and details for your firm we discuss at the first call — based on your systems, processes, and priorities.
If you're a serious prospect and want to see an anonymized study of a specific project, write to us. In the second phase of the conversation we'll walk through what's realistic directly for your case.
Tell us what interests you — we'll walk through a specific scenario.
The fastest path is a few minutes with our diagnostic agent or a short form. Within 24 hours a specialist calls with a concrete assessment for your industry.