Intention
Define the premise, desired outcome and non-negotiable constraints.
COMPANY / HOW WE BUILD
DEFINE BEFORE BUILDING. TEST BEFORE CLAIMING.
Purpose, users, evidence, constraints and failure conditions are established before architecture, prototype, verification and controlled release.
CMP / 01CONTROLLED DELIVERY
DEFINEPURPOSE / USERS / DATA
VERIFYQUALITY / SAFETY / SECURITY
OPERATESUPPORT / CHANGE / EXIT
SIX-STAGE CLIENT VIEW
A CLEAR PATH FROM INTENTION TO EVOLUTION.
The client journey remains understandable while the internal delivery model carries the deeper commercial, security, evidence and operating controls.
Discovery
Examine users, evidence, operating context, risks and failure conditions.
Architecture
Specify system boundaries, data, interfaces, controls and review points.
Engineering
Build the smallest credible implementation against explicit criteria.
Deployment
Release through controlled environments with recovery and ownership defined.
Evolution
Measure operation, record decisions and improve without erasing context.
BUSINESS AI SERVICE DELIVERY MODEL
TWELVE CONTROLLED STAGES FROM QUALIFICATION TO EXIT.
A production system is not complete when the interface works. Contract, provisioning, acceptance, release, operation and exit are part of the delivery architecture.
Qualify
Determine strategic fit, decision ownership, urgency, risk and the appropriate first engagement.
Discover
Examine users, evidence, workflow, systems, dependencies and failure conditions.
Define
Create the controlled problem, outcome, requirements and acceptance register.
Contract
Set scope, responsibilities, ownership, commercial terms, change and exit boundaries.
Provision
Prepare approved environments, access, data paths, accounts and project controls.
Design
Specify architecture, interfaces, roles, permissions, recovery and evaluation.
Build
Implement the smallest credible capability against the accepted definition.
Verify
Test behaviour, failure, security, data, performance and claims against evidence.
Accept
Obtain named customer acceptance for the defined version and result.
Release
Deploy through controlled environments with rollback, support and ownership ready.
Operate
Observe service, handle incidents, evaluate changes and preserve decision history.
Exit
Transfer, export, revoke, retire or replace the system through an agreed controlled path.
DELIVERY EVIDENCE
THE BUILD IS ACCOMPANIED BY THE RECORD REQUIRED TO CONTINUE IT.
01
Requirements and acceptance conditions.
02
Architecture and interface decisions.
03
Data, authority and permission boundaries.
04
Test, evaluation, release and recovery evidence.
05
Ownership, support and change responsibilities.
06
Runbooks, source and configuration handover as contractually defined.
CHANGE WITHOUT ERASED HISTORY.
A system evolves through recorded decisions, versioned requirements and controlled release. Material changes are not hidden inside maintenance. The reason, evidence, owner, effect and recovery path remain connected to the accepted system.
ENGINEERING RECORD
DECISIONS REMAIN DOCUMENTED AND REVIEWABLE THROUGHOUT THE SYSTEM LIFECYCLE.
Architecture, acceptance conditions, change history, release controls and recovery responsibilities remain connected to the work they govern.