Diagnose the operating break
Identify the trigger, current systems, owner, customer consequence, exception paths, and evidence required for a correct outcome.
OutputWorkflow map and starting recommendation
AIDG IMPLEMENTATION METHOD
Build the operating contract before the automation.
AIDG turns an operational problem into a bounded, attributable system with explicit ownership, human review, consent, audit, and recovery.
Define the operating contract
Specify what the system may do, when it must stop, what a person reviews, and how consent, audit, and recovery work.
OutputApproved scope, states, and review policy
Connect the source systems
Integrate provider-neutral capabilities with explicit ownership, source-of-truth designations, retries, and failure visibility.
OutputWorking bounded system
Launch in controlled phases
Test real states, permission boundaries, human takeover, analytics, accessibility, and customer-visible behavior before expansion.
OutputVerified release evidence
Operate and improve
Review exceptions, human decisions, data freshness, knowledge gaps, and the next high-leverage operating change.
OutputManaged improvement cycle
HUMAN CONTROL
The system explains what happened and why.
Attributable action
Every material state change names the actor, rule, model, or integration.
Visible review
Customer-visible exceptions state the reason, evidence, proposed action, and required reviewer.
Consent by purpose
Communication permission is never compressed into a generic contactable state.
Safe recovery
Failures state whether the customer received anything and whether retry is safe.
START WITH THE MAP
Bring the handoff that keeps breaking.
The systems review identifies the first coherent operating workflow and the decisions required to build it.
Book a systems review