AI roadmap and business case planning

Decide which AI work is worth doing next.

A useful roadmap connects the business problem to a choice your team can evaluate: improve the process, buy software, build a system or gather more evidence before committing.

ALLTIPLY works through requirements, data, integration, deployment and operating responsibilities with the people who own the result. The scope should produce decisions and a plan the delivery team can use.

Request a project review

Tell us what needs to change. We’ll review the context and discuss the next step with you.

Make the discovery decisions explicit.

Which work deserves priority?

Compare the consequence of the problem, current baseline, source readiness, implementation effort and uncertainty. Record why an opportunity moves forward, waits or is declined.

Explore process mapping and analysis

What does the business case depend on?

Label inputs as observed, supplied, externally sourced or assumed. Include implementation and operating costs, test sensitive assumptions and keep speculative value separate from the core estimate.

Explore AI business case analysis

What must the system fit?

Identify data sources, access permissions, systems of record, deployment boundaries and review requirements. Name missing information and the work needed to resolve it.

Compare private AI deployment options

Who will accept and operate the result?

Agree representative evaluation cases, acceptance questions and a responsible owner. Plan user access, adoption, support and change control alongside delivery.

Review ownership and operating considerations

Agree what the discovery work will deliver.

Understand the work and alternatives.
Bring together the process owner, users and relevant technical reviewers. Map the current work and compare process changes, existing products and custom development.
Review the evidence and dependencies.
Examine source information, integration access and operating constraints. Agree any evaluation or architecture work needed to answer the unresolved questions.
Before scoping a pilot, use the self-guided prerequisites tool to assess your AI readiness.
Define the next decision.
The agreed deliverables can include a priority list, assumption-based business case, scope, dependencies, evaluation plan and named responsibilities. State what is ready to approve and what still needs evidence.

Depth depends on the teams, systems and decisions involved. The proposal should name the deliverables and review points. Read how we scope and deliver the work.

Use proposed blueprints to challenge the plan.

Proposed solution blueprint; no measured results

Decide what to do with a stalled AI pilot

A diagnosis and comparison plan for an AI pilot that works in demonstrations but fails on everyday work. This full workflow remains proposed. Explore 20 proposed solution blueprints. Three now include bounded local synthetic demonstrations for permission-aware retrieval, invoice matching and approval-gated updates, with code, fixtures and execution results. The full workflows, larger scenarios and demonstrations for the other 17 remain proposed. No measured client business results are reported.

Explore the proposed blueprint

Proposed solution blueprint; no measured results

Choose between buying software and building custom AI

A decision process that compares actual task fit, integration, control and operating responsibility before procurement.

Explore the proposed blueprint

Explore all 20 proposed solution blueprints.

Connect the plan to delivery and operation.

Build or improve the application.

Carry the requirements, integrations and evaluation questions into an agreed delivery scope. Decide how your internal team participates and which handoff artifacts are included.

Explore custom AI development

Choose where it runs and who operates it.

Compare your infrastructure, your cloud account and a managed environment. Define the data boundary and operating responsibilities before choosing the deployment.

Explore private AI deployment and operation

Discuss the decision you need to make.

Tell us what needs to change, what has already been tried and which questions are preventing a decision. We’ll review the context and discuss the appropriate next step with you.