The ten core architectural components.
Every robust AI operating model requires structural alignment across these pillars. Configure each dimension to customize your strategic blueprint.
- 01Supporting
Objective
The outcome you want to transform.
Define the business workflow this system exists to improve.
- 02Supporting
Knowledge & Context
What the system reads to think.
Internal docs, databases, spreadsheets, and external knowledge.
- 03Composer
Composer
The orchestration core.
The brain that routes work between agents, tools and the human.
- 04Agents
Agents
Specialists that do the work.
Named roles with one clear job each, grounded in tools.
- 05Supporting
Tools & Systems
Where agents act in the real world.
CRM, ticketing, email, code, files — the systems of record.
- 06Supporting
Guardrails
Rules the system cannot break.
Policy, compliance, and zones of autonomy vs. human approval.
- 07Supporting
Memory
What the system remembers.
Shared context that compounds with every run — the learning flywheel.
- 08Supporting
LLMs
The model layer.
The reasoning engines that power the Composer and agents.
- 09Supporting
End User / HITL
The person in the loop.
Who receives the output and where they intervene.
- 10Supporting
Trigger
What starts a run.
A person clicks, or an event fires it automatically.
Translate capability mapping into an actionable plan.
Align your executive leadership, identify deployment bottlenecks, and export a structured PDF specification to secure organizational buy-in.