AI consulting and roadmap

An AI roadmap that actually reaches the work.

AI is where every serious organization is heading. We help you choose where it earns its place, build the connected foundation it needs to perform, and prove the value before you scale it.

Sound familiar?

Leadership wants an AI strategy, but nobody agrees on where to start.

Pilots look promising in a demo and then stall before they reach the work.

The data AI needs lives in disconnected systems and spreadsheets.

Teams spend hours on reading, copying, and drafting that feels automatable.

Vendors are pitching AI features faster than you can judge their value.

What we do

Connect possibility to value.

Every engagement is shaped around your business. These are the places AI consulting most often starts.

AI opportunity assessment

Find the workflows where AI can remove real effort or improve real decisions. Rank them by value, readiness, and risk, not by what is newest.

AI roadmap and sequencing

A clear order of moves: what to fix in the foundation first, which AI use cases come next, and what each step needs to be worth the investment.

Data and systems readiness

AI only performs on data it can trust. We check whether your ERP, customer, and operational data can support the use cases you care about, and close the gaps.

Focused AI validation

Test the riskiest assumption with a prototype or workflow trial before a larger commitment. Prove the value on your own work, with your own people.

AI agents in the workflow

Put AI to work where the effort lives, such as reading requests, drafting responses, or flagging exceptions, with your team keeping the judgment.

The sequence

AI is the destination. A connected foundation is the road.

Most AI programs stall because they buy the destination before building the road. Models are only as useful as the data and workflows they connect to.

That is why our AI work often begins with the operation and the customer, and always ends with AI doing real work.

A recent engagement

From ERP to an AI agent that drafts the response.

A specialty chemicals manufacturer asked us to modernize the ERP system behind quoting and production. That foundation led to an AI strategy, and the strategy led to an AI agent.

The challenge

Requests for proposals and customer spec sheets arrived as PDFs, scanned emails, and custom spreadsheets, and every detail was copied into the ERP and pricing systems by hand.

What we built

An AI agent reads incoming requests, extracts chemical requirements, volume tiers, delivery schedules, and compliance demands, and drafts the response for the team to review.

The difference

Commercial and sales teams had been spending up to 20 percent of their capacity on administrative support. That time now goes to high-value accounts.

A clear place to start

Start with The Transformation Blueprint.

Where should AI go first, and what does it need to be worth it?

A focused engagement to turn an AI ambition into an informed investment decision. We examine the workflow, the data, and the people involved, then validate the assumption that matters most.

Sometimes the first move is AI. Sometimes it is the foundation that makes AI work. Either way, you leave with a clear sequence.

See how The Blueprint works
Let’s connect

What would AI doing real work be worth to your business?

Start with the priority on your mind. We can explore whether The Transformation Blueprint is the right next step and what it would need to answer.

hello@kinterraconsulting.com