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Technical advisory

AI Opportunity & Roadmap Assessment

Decide what to build, evaluate or connect before committing implementation budget. I review your use case, existing systems and data readiness, then set out the options, dependencies and a practical next scope.

Discuss this service

Is this the right service?

Who it is for. Product, engineering and operations owners who need a technical decision before starting an AI project.

The problem. The desired outcome is clear, but the source readiness, technical risks or scope of the work are still uncertain.

The result. A documented decision about the next engagement and what must be resolved before it starts.

What it covers

Clarify the use case

Identify the users, decision owner and the problem the project should solve.

  • Write a use-case brief with intended outcomes and exclusions.

Review readiness and options

Inspect the available sources, existing system and access requirements. Compare a build, evaluation or integration against the actual constraints.

  • Document readiness gaps, technical risks and implementation options.

Define the next scope

Prioritize the work and prerequisites with the owners who will approve it.

  • Deliver a next-step plan with dependencies and acceptance questions.

Approach

  1. 01

    Discover

    Stakeholder interviews and data landscape review

  2. 02

    Map & Score

    Use cases scored by value, feasibility, and risk

  3. 03

    Roadmap

    Prioritized roadmap with owners and prerequisites

What you get

A use-case brief, source and system readiness review, options with tradeoffs and a prioritized next-step plan.

Relevant experience

My production engineering work for the Government of Canada and knowledge-platform delivery for the United Nations inform these technical reviews. The assessment produces recommendations for your context, with assumptions made explicit.

If you already have an assistant and need release evidence, choose chatbot testing and evaluation.

If you have an approved document collection and need an assistant, choose private knowledge assistant implementation.

If one tool connection is the missing piece, choose agent API integration.

Working together

Projects are delivered remotely, with a defined scope, scheduled reviews and written progress updates. We agree meeting times, access requirements and acceptance criteria before work begins. Code, documentation and handover are included as specified in your engagement.

Direct booking, no form required

Discuss this engagement

Bring the use case, your existing systems and the decision you need help making.

Book a 30-minute callor email info@yannickbounouar.com

Prefer to write? Send a project enquiry.