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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 →
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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
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  • Writing
  • Guides
  • Playbooks
All resources →
About
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Contact
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hello@kotrov.com
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Product

What to build next, and what to cut when the date is fixed.

2 articles

All articles Leadership Engineering Security Product AI Pricing Browse all topics
Why Your API Design Is Killing Your Sales Cycle
Product

Why Your API Design Is Killing Your Sales Cycle

API quality goes beyond the borders of a technical metric; it becomes a driver of enterprise sales conversion, deal size, and customer retention.

October 2, 2026 · 3 min read
SaaS Product Roadmap: Examples, Templates and the Process We Use
Product

SaaS Product Roadmap: Examples, Templates and the Process We Use

Most SaaS product roadmaps read like project plans, get one missed deadline, and stop being trusted. Here is the three-layer roadmap structure, template and review cadence we use with our clients.

May 26, 2026 · 6 min read

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Hands-on engineering studio · Kraków, Poland

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