IBOM® is the Intelligent Business Operating Model: a brand-first operating model for turning business intent into governed AI systems.
Why it exists
Most organisations already have the raw material: strategy, policies, standards, workflows, expert knowledge, and teams using AI across the business. What they often lack is a coherent operating model that connects:
- business purpose
- structured knowledge and specification
- governed build and deployment
- live assurance, revision, and control
When that connection is missing, brand behaviour in AI systems tends to be fragmented across teams and tools, informally encoded in prompts and playbooks, difficult to audit, and fragile under change.
IBOM® is not a campaign system or a prompt library. It is the operating model that makes governed AI execution possible.
What IBOM® is (and is not)
IBOM® defines how organisational intent moves from knowledge to specification to controlled operation.
- It is: a brand-first operating model with stages, controls, responsibilities, and governed infrastructure.
- It is not: a one-off taxonomy, a CMS replacement, or a set of static guidelines.
The two delivery phases
We deliver IBOM® through two connected phases:
Phase 1: Knowledge and specification
This phase captures what the organisation knows and turns it into a structured specification layer. It covers purpose, mapping, and specification. The output is not just better documentation. It is machine-operable policy, knowledge, and control logic.
Phase 2: Build and controlled operation
This phase uses those specifications to build, evaluate, deploy, and govern live systems. This is where policy becomes enforceable through infrastructure, and where organisations gain traceability, assurance, and controlled change.
The seven IBOM® stages
IBOM® is designed to be repeatable across functions, use cases, and operating environments. The same model can support brand governance, compliance-heavy workflows, customer communications, and other knowledge-driven systems.
1. Purpose
What is the system for, and what constraints matter from the start?
Purpose defines the business goal, the operational need, the risk boundaries, and the intended outcomes. This is where the organisation decides what needs to work, what must never be compromised, and how success will be judged.
2. Mapping
What knowledge, sources, actors, and systems shape the operating context?
Mapping identifies the documents, expert inputs, source systems, business rules, and workflow realities that need to be brought into the model. It turns hidden dependency into visible structure.
3. Specify
How is that knowledge expressed in a machine-operable form?
Specification translates business logic into structured definitions, policies, and instructions. This may include a domain definition language using dot syntax and snake_case so systems can interpret policy and control logic consistently.
4. Build
How are governed systems built from those specifications?
Build turns the specification layer into working applications, agents, services, and workflows. It is supervised implementation, not unconstrained prototyping.
5. Evaluate
Does the system behave as intended before release?
Evaluation tests quality, safety, fidelity to policy, and readiness for live use. It creates evidence that the system is operating within agreed thresholds.
6. Deploy
How does the system enter live operation safely?
Deployment places the system into controlled production through governed infrastructure. In our model, that is where the AICE provides the communications and control layer between people, systems, data, and AI interactions.
7. Govern
How is the system revised, monitored, and kept trustworthy over time?
Governance maintains the system through assurance, revision, ownership, and controlled change. It ensures the operating model stays aligned as risks, regulations, use cases, and organisational needs evolve.
The role of the AICE
If the IBOM® is the operating model, the AICE is the governed infrastructure that activates it. It sits between people, systems, and AI interactions as a controlled communications and policy layer. That is how specification becomes runtime behaviour without losing traceability or control.
IBOM® is designed to move organisations from dark knowledge to controlled operation, not simply to produce better documents.
Where to go next
- If you want the operating model: explore IBOM® at
/products/ibom. - If you want the infrastructure layer: explore the AICE and developer pages.