Who we are

We Don't Sell "Transformation". We Sell Adoption.

The AI hype cycle is over. Now comes the hard part: Integration. Most companies are stuck in "Pilot Purgatory"—running endless experiments that never reach production or generate real ROI.

Deconstrainers exist to solve the AI Implementation Gap. We are a collective of senior engineers, strategists, and educators who realized that buying a ChatGPT subscription is not an AI strategy.

The 3 Barriers to Value

Research confirms that 90% of AI pilots fail. Here is why, and how we fix it:

Barrier 1: The Skills Gap

The Reality: 94% of enterprises admit they need AI skills, but your hiring pipeline is empty. You can't hire enough "AI Natives."
The Fix: AI Schooling. We stop looking for unicorns and start upskilling the horses you have. We teach your domain experts how to become AI Orchestrators.

Barrier 2: The Governance Vacuum

The Reality: "Shadow AI" is widely rampant. Employees are pasting proprietary data into public models. The legal risk is existential.
The Fix: Fractional AI Officer. We install the guardrails. We implement tool inventories, data sanitization protocols, and compliance frameworks that keep you safe without slowing you down.

Barrier 3: The Execution Gap

The Reality: Chatbots are fun, but they don't do work. Real value comes from "Agents"—software that can read, reason, and act.
The Fix: Sovereign Systems. We build the private sandboxes and integration layers required to run autonomous agents on your own infrastructure.

How We Work

  1. Audit & Educate. We assess your current "Shadow AI" usage and immediately launch literacy workshops to baseline the team.
  2. Govern & Select. We establish the "AI Board" and select the initial toolset (Build vs. Buy).
  3. Build & Deploy. We stand up your private Sandbox and deploy the first "Agentic Loop" to production within 90 days.

Let's Talk

Are you ready to move beyond the hype?

Start Your Journey

Common Questions

Why do I need a Fractional AI Officer?

Because AI isn't just a tech upgrade; it's a liability and a workforce shift. Your existing CTO is busy keeping the lights on. You need a dedicated strategist to manage governance, compliance (EU AI Act), and the rapid selection of tools to ensure you don't build on quicksand.

We have 'AI Champions'. Isn't that enough?

Enthusiasm is not strategy. Uncoordinated AI adoption leads to 'Shadow AI', data leaks, and disjointed tools that don't talk to each other. A Fractional Officer provides the central governance framework that allows your champions to run fast safely.

What is 'AI Schooling'?

Most 'training' is just prompt engineering tips. That's useless. Our schooling focuses on 'Context Engineering' and 'Orchestration'—teaching your deep domain experts how to use AI to automate their own workflows and build their own tools.

Do you build the software?

Yes. Our 'Sovereign Systems' pillar builds the private cloud infrastructure you need to run agentic workflows. We move you from public chatbots to private, autonomous agents that execute tasks on your own data.