Define the problem.
Agree on the business challenge, the people affected and what success should look like.
Output: scope and success measuresMS6 METHODOLOGY
Understand first.
Transform next.
We start with the business problem, recover the knowledge behind it and prepare trusted data. Then we design, validate and deliver a solution with measurable business outcomes.
Understand the enterprise.
Explore systems, documents, data and processes. Recover hidden knowledge and connect it with source evidence.
Output: enterprise knowledge and dependenciesBuild a trusted foundation.
Assess data quality, ownership and readiness. Define validation rules and confirm key findings with accountable owners.
Output: reviewed data and readiness prioritiesChoose the right intelligence.
Combine document AI, retrieval, agents, automation and engineering where each fits. Review change scenarios through a scoped digital twin when needed.
Output: solution blueprint and pilot planProve it in a pilot.
Test the workflow with representative examples. Evaluate correctness, exceptions, user experience and human decision checkpoints.
Output: evaluated pilot and delivery decisionIntegrate, adopt and improve.
Connect the solution to the agreed environment, prepare users and monitor outcomes, quality and governance.
Output: operational solution and improvement planDATA FIRST. EVIDENCE THROUGHOUT.