The systems are holding you back.
A core application that has grown for ten or fifteen years, carries the business, and cannot expose what an AI assistant or agent needs. Modernizing it is the first job; AI is the second.
APPLIED AI CONSULTING
We plan, build and lead AI for your business.
Centractive modernizes the systems you run on, ramps your engineering teams on AI-driven development, and puts AI to work where it changes the business. We have shipped AI at enterprise scale, and we stay through delivery.
StrategyModernizationAI-SDLCFractional CTO
WHERE WE GET CALLED IN
Three situations we see most often.
The tools are licensed. The lift isn't there.
Engineers have Claude Code, Copilot or Cursor, usage is uneven, and nobody can say whether throughput moved. The gap is never the tool. It is workflow, evaluation, training and ownership.
The board wants an AI plan.
Leadership needs a strategy that names the use cases, sequences them, puts a number on the investment and is honest about the risks. And someone senior to own it once it is approved.
SERVICES
Four ways to engage, in whatever order you need them.
- 01
Assess
Readiness and architecture reviews.
Senior eyes on what you have, before you scale it.
About Assess - 02
Plan
AI strategy and roadmap.
Use cases, sequence, investment and risk, written to be executed.
About Plan - 03
Build
Modernization, AI-SDLC adoption and production AI systems.
Working software and a team that can run it.
About Build - 04
Lead
Fractional CTO and program leadership.
A named senior leader on your side, for as long as you need one.
About Lead
WHY CENTRACTIVE
Builders, not just advisors.
Our recommendations come with the architecture, the rollout plan and the people to carry them out. That is because we have done the work ourselves: AI tooling rollouts across thousands of engineers, agentic system architecture, and applied AI platforms used by tens of thousands of enterprise developers - inside Fortune 100 software companies, and in the products we build and run.
- 01
Enterprise scale is the baseline.
We design for month six, when prompts drift, costs climb and evaluation debt comes due.
- 02
We build and run production AI ourselves.
Crush Interviews, our interview-preparation product for senior professionals, is built on the same methods we bring to clients.
- 03
Defined deliverables, honest scoping.
Every engagement has a written scope and an endpoint. If we are not the right fit, we say so and point you to who is.
HOW WE THINK ABOUT IT
A few things we believe about AI in the enterprise.
- 01
AI is becoming the operating system a company runs on, not a feature bolted to the side of it.
- 02
Organizations that learn are closed loops: every action leaves a record the system can reason over.
- 03
The software factory is changing shape. Agents test while they code; senior engineers steer and verify.
- 04
Compliance is an architecture decision. Systems that are audit-ready by default cost less than systems retrofitted under pressure.
VENTURES
We run what we recommend.
Centractive builds and operates its own products. It keeps the practice honest about what ships, what breaks and what it costs to run.
Crush Interviews.
AI-powered interview preparation for senior professionals interviewing at $300K–$2M+ roles. Voice-first practice, company and interviewer intelligence, a compounding question bank. Built with the evaluation loops, cost controls and privacy architecture we bring to client work.
INSIGHTS
Recent writing.
The AI-Native Operating System
AI is becoming the operating system a company runs on, not a feature bolted to the side of it. What that means, what changes first, and where to start.
Oct 22, 2026 · 6 min readWhere is your AI work stuck?
First calls run 30 minutes over video. We will ask what you are building, what is in the way, and what a good outcome looks like - and tell you plainly whether we are the right people for it.
Contact us