Where the operating model breaks
Connect business context and knowledge
Make business meaning, identity, relationships, controls, and source context usable across decisions and work.
Measures worth agreeing
- Critical entities with named definitions and owners
- Unresolved identity and quality exceptions
- Time to prepare context for a new use case
- Reuse of governed meaning across workflows
What changes with Aevah
Teams work from reusable customer-specific meaning without flattening the differences that make the business distinctive.
For this budget cycle
Fund one operating change with evidence attached.
Scope and investment are negotiated against the expected value of the operating outcome, use-case complexity, prerequisites, and Success Capacity required, not a generic public price list.
Protected operating viewConceptual operating pattern for evaluation
Today
1Source A
2Source B
3Tribal definition
4Duplicate logic
With Aevah
1Named entities
2Owned definitions
3Explainable identity
4Reusable context
Active pains
- A legacy MDM or catalog renewal preserves cost without expanding operating value
- Customer, product, supplier, or asset identity differs by system
- Definitions change without usable revision history
- AI receives data without business meaning
- Data teams repeatedly rebuild the same context
Measures to agree
- Critical entities with named definitions and owners
- Unresolved identity and quality exceptions
- Time to prepare context for a new use case
- Reuse of governed meaning across workflows
First scope
One business domain, or one bounded incumbent replacement obligation, and the critical entities, relationships, definitions, sources, consumers, owners, controls, and decisions it must support.
Prerequisites
- Business domain owner
- Priority source access
- Representative identity and definition conflicts
- Stewardship and revision expectations
Existing customer staff
Existing business and data owners define the meaning, stewardship, and decisions the domain must support.
Aevah
Aevah connects sources to customer-owned business meaning and makes identity, ownership, revision, and reuse inspectable.
First Flight
Map one business domainA bounded implementation around one consequential operating area. Pre-packaged use cases carry a 30-day target after agreed data, access, ownership, and environment prerequisites are staged.
The target is not a universal delivery guarantee. Custom use cases and unstaged prerequisites require a separately agreed plan.Changed work & accountability
Move repeatable work into a governed flow.
Aevah connects source evidence to a governed business model (an operating DNA) that can be reused across decisions, workflows, and experiences.
01
Governed source onboarding
02
Business entities and relationships
03
Exact revisions and ownership
04
Reusable context across operating areas
Supporting proof paths
Make the operating change tangible.
These bounded use cases help buyers inspect the work pattern, its evidence, and its constraints.
Legacy replacement
Customer, party, and Customer 360 mastering
Explainable identity, roles, relationships, source evidence, exceptions, ownership, and downstream use remain connected.
Inspect the use case →Legacy replacement
Product, SKU, and catalog mastering
Governed product and SKU meaning can support mastering obligations and remain reusable in pricing, portfolio, supply, customer, and AI use cases.
Inspect the use case →Legacy replacement
Asset, location, and reference-data mastering
Identity, relationships, reference mappings, effective dates, approvals, and operating context remain governed and reusable.
Inspect the use case →Governed data and identity
Explainable supplier identity mastering
Identity decisions retain source evidence, rules, exceptions, and human review.
Inspect the use case →A bounded starting point
Begin where the outcome, owner, and evidence are clear.
Choose one business domain and make its critical entities, relationships, definitions, sources, owners, and controls explicit.
Business owner
Owns the meaning and decisions the model must support.
Data steward
Defines source, quality, identity, and revision expectations.
Architecture
Validates integration, lifecycle, and reuse boundaries.
Evidence to inspect
- Source registry and onboarding state
- Named definitions, ownership, and revisions
- Explainable identity and relationship decisions
Constraints to carry forward
- Operating DNA is working buyer language pending final approval.
- Source access and stewardship prerequisites vary by domain.
A practical next step
Define the first operating area.
We’ll compare the desired outcome, current breakdown, responsible owners, source readiness, expected value, and the evidence needed to judge a bounded next step.
Map one business domain