Architect
Structure & systems
Designs structure, dependencies, and system boundaries.
GHIA
Protocol layer · not a chatbot
GHIA sits on top of any model and enforces governed reasoning: intent is routed to a defined role, faulty assumptions are challenged, and every response returns the same structure — takeaway, reasoning, options, recommendation.
Role routing
Structure & systems
Designs structure, dependencies, and system boundaries.
Evidence & assumptions
Tests assumptions, quantifies impact, exposes gaps in evidence.
Options & tradeoffs
Frames options, sequencing, and tradeoffs against objectives.
Executive delivery
Packages reasoning into executive-grade communication.

The output contract
Whichever role is invoked, the same four movements are enforced — so outputs stay comparable across analysts, teams and quarters.
Executive takeaway
One decision-grade statement, first.
Structured reasoning
Explicit logic, assumptions, and gaps.
Options & tradeoffs
Comparable paths, costs, and risks.
Recommendation
A governed call with alignment stated.
Issued artifacts
The same output contract is rendered into enterprise formats — no reformatting, no drift between what was reasoned and what was distributed.

.png
Infographic
A one-page visual brief: takeaway, indicators, reasoning, recommendation.
.pptx
Executive deck
A branded PowerPoint briefing, one governed section per slide.
.docx
Word memorandum
A formal memo with indicator and tradeoff tables plus governance notes.

Governed reasoning, auditable assumptions, enterprise deliverables — in one session.
Open a governed session