Scope the
Domain Architecture Sprint
A fixed-scope diagnostic and design engagement that defines the domain context model, DIO interfaces, correction semantics, and implementation roadmap before build begins
Decision-complete scope
Downstream delivery inherits clear boundaries for domain, workflow, learning, and governance
DIO-first design
The sprint specifies the abstraction layer between raw artifacts and runtime behavior
Promotion control points
Correction, evaluation, approval, and rollback rules are defined before implementation starts
Sequenced backlog
Expert Console, Local Learning, and Delta Mesh workpacks are ordered against real dependencies
Start by defining the Domain-Operational contract
This sprint is best used when the organization knows the domain pain but has not yet translated it into a stable architecture for expert review, learning, and promotion
The output is more than a workshop summary. It is a delivery contract covering domain abstractions, ingest assumptions, review states, and the control points required by platform and governance teams
That reduces later churn because implementation starts from agreed interfaces instead of rediscovering scope while UI, retrieval, and learning work is already underway
Map artifacts, actors, and approvals before building
Domain sources, expert decisions, and promotion gates are defined as one operating system
Source Taxonomy
Map endpoints
Operator States
Verify workflow
Governance Map
Compliance gates
Roadmap Sequence
Phased rollout
What the sprint produces
The sprint resolves the decisions that would otherwise slow later build phases or cause scope to be re-litigated during delivery
Domain context model
Map raw source artifacts, operator roles, decision points, and retrieval semantics for the target domain
DIO and ingest specification
Define abstraction interfaces, parser strategy, metadata model, and context boundaries for each workflow
Correction and promotion rules
Specify how confirm, correct, and escalate actions feed evaluation, learning, and approval gates
Case Studies
Typical situations where the architecture sprint removes ambiguity before a larger Domain-Operational rollout
Blueprinting claim intake, review, and escalation states
Insurance triage domain blueprint
An insurance program aligned claims artifacts, expert review states, and promotion rules before building a domain console
Delivery moved from agreed architecture instead of revisiting domain assumptions midstream
One prioritized roadmap replaced disconnected requests from multiple teams
Compliance inputs landed during design rather than late in build
Domain abstraction mapping for utility operations
Energy operations DIO modeling
A utility team translated field documents, exception classes, and handoff moments into a domain abstraction model before local learning work started
Teams agreed on the inputs and retrieval semantics before building
Dependencies between console, learning, and governance work became explicit
Workflow design reflected real expert checkpoints from the start
Approval-state design for public-sector expert review
Public-sector review state design
A public service team defined approval, escalation, and evidence states before turning a governed assistant into an operational review workflow
Control points were set before implementation work began
Operators and governance teams worked from the same review model
The workflow included audit considerations from day one
Resources
Reference material for teams using architecture first to de-risk later Aether™ work
Sprint guide
Review the structured breakdown of the Domain Architecture Sprint
Aether™ overview
See how the sprint feeds the broader extension family
Expert Console
The next pack once the sprint has defined domain review behavior
EU AI Act and LLM architecture
A useful governance reference for defining evidence and approval expectations early
Use architecture to remove ambiguity before build
The Domain Architecture Sprint is the recommended first Aether™ engagement when the sovereign base already exists and the next challenge is translating expert work into a delivery contract