Operationalizing AI

Operationalizing AI for Business Advantage

Put AI to work in your business, not in a pilot graveyard. 95% of enterprise GenAI pilots return nothing measurable (MIT NANDA, The GenAI Divide, 2025). The 5% start narrow, prove value fast, and build trust in stages. That is the path we run.

The staged path

Four stages. One destination.

1

Everyday AI Productivity

AI working inside your team's everyday tasks, measured against real work.

2

Trusted AI Knowledge

Your company's knowledge, answerable and dependable wherever your people work.

3

AI-Enabled Operations

AI carrying real operational workflows end to end, with your team in control.

4

Intelligent AI Business

AI is how the business runs. Solution Development ends here too.

See how the paths come together on Our Approach.

Start here

Everyday AI Productivity Pilot

Fixed fee4 weeksOne team

Your real work, not a demo environment. We put AI into your team's everyday work and measure the difference. Everything the pilot produces is yours to keep.

Start a Productivity Pilot

Cohort is a Microsoft Solutions Partner for Data & AI (Azure).

Need leadership alignment first? The AI Strategy Sprint gets your executive team to one AI plan.

Straight answers

The objections we hear most.

"We tried Copilot."

A license is not an operating model. Tools without workflow design, measurement, and adoption support are exactly how pilots end up in the 95%. The pilot wraps your team's real tasks in all three, then shows you the measured difference.

"Our data isn't ready."

Stage 1 does not need your data estate fixed; it needs one team and their everyday work. Data readiness matters at the knowledge and operations stages, and the staged path is designed so value lands before that bill comes due.

"What about security?"

The pilot runs inside your tenant and your access controls, with nothing leaving your environment. We work the way your compliance team can live with, and we document it.

The ROI case

What putting AI to work returns.

$3.70

Average return for every $1 companies invest in generative AI. The leaders see $10.30.

IDC, The Business Opportunity of AI, 2024

43%

Of organizations say everyday productivity use cases deliver their greatest AI ROI, the ground the pilot starts on.

IDC, The Business Opportunity of AI, 2024

2x

Pilots run with an external partner reach deployment about twice as often as internal builds. Correlation, not causation.

MIT NANDA, The GenAI Divide, 2025

Those benchmarks are the industry's, not just ours. Your number comes out of the pilot itself: a measured before-and-after on your team's real work.

Ready when you are

Put AI to work in 30 days.

Three fixed-fee ways to start, every one ending with proof and a recommended path forward. Everything each engagement produces is yours to keep.

Prefer to talk first? Book a 25-minute fit call

We help define the business problem, confirm sponsorship, and pick the right starting engagement. If we are not the right fit, we say so quickly.