Kotrov
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AI & automation → Build & delivery → Engineering leadership → What we fix →

AI & automation

Systems that do work somebody currently does by hand. Named by the job it does, built into the systems that work already runs through.

  • AI & Automation
  • AI Agent Development
  • Enterprise RAG Development
  • AI Copilot Development
  • Voice AI Development
  • AI Product Development
  • Private Enterprise AI
  • AI Sales Automation
  • AI Engineering Transformation
  • AI Consulting

Build & delivery

Delivery against a defined scope, owned end to end. We hold the outcome, not a timesheet.

  • Software Development
  • Platform Engineering
  • API Integration

Engineering leadership

Fixed-scope engagements led by the founder. Each one names its own timeline and what it produces.

  • Engineering Audit
  • CTO Consulting
  • Fractional CTO
  • Delivery Implementation
  • Technical Due Diligence

What we fix

The problem is already named and already costing something. These pages start from the symptom.

  • SOC 2 Readiness
  • Engineering Velocity
  • Engineering Hiring
Discover all services →
Work
Resources

Writing

Field notes on running engineering.

Why Your API Design Is Killing Your Sales Cycle October 2, 2026 When Technical Debt Stops Being a Business Asset September 25, 2026 In-House Senior vs. Engineering Studio: The Real Cost September 18, 2026
All 17 articles →

Guides

Explanations written to be read once and referred back to.

API Integration Platforms, Compared: Three Products Sold Under One Word August 7, 2026 What an AI Token Actually Is, and Where They Accumulate August 6, 2026 A Practical Guide to AI Agent Memory: Building It, Using It, Keeping It Honest August 5, 2026
All 8 guides →

Playbooks

References you can run under pressure.

The AI-Native Operating Model A decision playbook for engineering leaders choosing what to change when AI arrives 18 pages · PDF
All playbooks →
About
Contact

Kotrov

AI & automation

  • AI & Automation
  • AI Agent Development
  • Enterprise RAG Development
  • AI Copilot Development
  • Voice AI Development
  • AI Product Development
  • Private Enterprise AI
  • AI Sales Automation
  • AI Engineering Transformation
  • AI Consulting

Build & delivery

  • Software Development
  • Platform Engineering
  • API Integration

Engineering leadership

  • Engineering Audit
  • CTO Consulting
  • Fractional CTO
  • Delivery Implementation
  • Technical Due Diligence

What we fix

  • SOC 2 Readiness
  • Engineering Velocity
  • Engineering Hiring
Discover all services →
Work
02
  • Writing
  • Guides
  • Playbooks
All resources →
About
04
Contact
05
hello@kotrov.com
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TOPICS · ARCHIVE

Topics

Every topic we write about, and how much we have written on each.

Engineering Leadership

How engineering organisations are structured, and where they stall.

12 articles

Fractional CTO

What fractional and part-time CTO engagements cost, and what they are accountable for.

6 articles

Hiring

Who to hire and in what order — and where the screening process fails.

4 articles

Compliance

SOC 2, ISO 27001, and the vendor reviews that gate enterprise deals.

3 articles

Engineering Metrics

Measuring delivery without arguing about story points.

3 articles

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Hands-on engineering studio · Kraków, Poland

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  • About
  • Contact
  • Writing
  • Guides
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  • AI & Automation
  • AI Agent Development
  • Enterprise RAG Development
  • Software Development
  • Engineering Audit
  • CTO Consulting
  • Fractional CTO
  • SOC 2 Readiness
  • Oleksandr Kotliarov
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KOTROV sp. z o.o. ul. Szlak 77, lok. 222, 31-153 Kraków, Poland

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