Unclear use cases
The business has not selected a specific workflow, decision or measurable outcome for AI to improve.
Discover
A practical assessment of your goals, workflows, data, systems and risks. You leave with priorities, not a generic AI maturity score. Available worldwide for small and midsize businesses deciding where AI can create useful, measurable value.
Decision map
The assessment converts competing AI ideas into a prioritised decision with explicit dependencies and risks.
Readiness dimensions
Each dimension changes the feasibility and control needs of the first pilot.
The business has not selected a specific workflow, decision or measurable outcome for AI to improve.
Required information may be incomplete, unreliable, inaccessible or difficult to connect through supported integrations.
No accountable person owns the business decision, testing, adoption and ongoing operation of the proposed system.
Permissions, privacy, human oversight, failure handling and accountability have not yet been defined.
Potential use cases have not been prioritised by business value, feasibility, risk, dependencies and measurability.
Prioritisation framework
Connect the assessment to a business objective, not a technology trend.
Review repetitive tasks, handoffs, exceptions and existing controls.
Examine data, software, integrations, privacy, security and team adoption.
Score opportunities by value, feasibility, risk, dependency and ability to measure.
Recommend a bounded first use case with owners, safeguards and success measures.
Assessment outputs
The output names the recommended pilot and the work required before implementation.
Where it fits
Teams seeking a guaranteed ROI prediction
Businesses looking for a tool recommendation without process review
This may fit if
Questions
The scope depends on the number of workflows and systems involved. We agree the boundaries and interview needs before work begins.
When useful, yes. Tool selection follows the workflow, data, risk and ownership requirements rather than leading the exercise.
No. Data quality and access are part of the review, and any gaps become explicit dependencies in the roadmap.
Assessment enquiry
Share the workflow, current tools and desired outcome. Do not include passwords, access tokens or confidential records.
Discover
Share the workflow choices competing for attention. We will help you frame the assessment boundary.
Discuss an Assessment