For companies ready to move beyond scattered experiments.
An AI readiness assessment that ends in a real plan.
We interview your team, map how the business actually runs, assess people and process readiness, and show you where AI will create measurable value first.
Trusted by teams turning AI ambition into working systems.
Buying AI tools is easy. Knowing where they belong is the hard part.
Most companies have several AI experiments and no shared view of what is working, what is risky, or what deserves investment. The loudest idea wins instead of the highest-value one.
A readiness assessment gives leadership one grounded picture of the people, processes, systems, and economics involved—before another pilot adds more fragmentation.
A decision system, not a readiness score.
The output is built for deciding what to do next, who should own it, and why it is worth doing.
A map of how the work really moves.
We follow the operating model across teams, tools, handoffs, exceptions, and bottlenecks—not the org chart.
An opportunity matrix tied to impact.
Every opportunity is scored by business value and implementation effort, separating Quick Wins from expensive distractions.
ROI you can defend internally.
Hours saved, cost avoided, throughput gained, and revenue impact are sourced from your operation instead of invented in a slide deck.
A roadmap plus one working proof.
You leave with a sequenced implementation plan and a Quick Win demo that shows what the first useful version can do.
Diagnosis before build.
- 01
Discover the operation
We interview leadership and individual contributors, then map goals, workflows, friction, systems, data, and current AI use.
- 02
Assess people and processes
We plot capability and process readiness separately. That tells us where to build, where to train, where to reshape, and where to wait.
- 03
Prioritize and prove
We quantify the opportunities, sequence the roadmap, and build one Quick Win demo so the plan is anchored in real work.
This is for you if the pressure to “do AI” has outpaced the plan.
- Your CEO or board is asking for an AI strategy.
- Teams are experimenting independently and producing uneven results.
- You need to know which workflows justify investment first.
- Leadership wants ROI, ownership, risk, and sequencing—not a list of tools.
This is not a generic technology assessment.
- You only want a free self-assessment or maturity score.
- You need a compliance, bias, security, or model-risk audit.
- You already know the exact workflow to build and only need implementation.
- There is no leadership sponsor willing to participate in discovery.
What buyers usually ask.
What does the assessment cover?
We assess business goals, workflows, bottlenecks, team capability, process readiness, tool stack, data, knowledge, current AI usage, risks, and the economics of the best opportunities.
Is this a technical or compliance audit?
No. This is an operational AI readiness assessment. We identify where AI fits in the business and what should happen next. It is not an algorithmic-bias, cybersecurity, regulatory, or ISO compliance audit.
Can we implement the roadmap ourselves?
Yes. The roadmap separates work your team can own from work that may need outside support. Refound can build the priority systems afterward, but the audit does not lock you into that.
How much time does our team need to commit?
A typical engagement includes five to six interviews plus access to relevant process and system context. Larger organizations may involve more participants when the scope spans several functions.
Find where AI will actually move the business.
Bring the pressure you are under, the experiments already happening, and one workflow you suspect could be better. In 30 minutes, we can tell whether a readiness assessment is the right next move.