PrismGrid is the governance and diagnostic layer for modern marketing systems.
Marketing teams today use a mix of:
- AI agents
- chat-based AI tools
- automated workflows
- traditional competitive intelligence platforms
These tools are excellent at speed.
They are weak at validity, accountability, and auditability.
PrismGrid exists to solve that gap.
PrismGrid produces a deterministic, evidence-backed diagnostic snapshot that answers one question:
Does the positioning we are about to scale structurally hold up against observable market reality — or does a contradiction exist that should be resolved first?
It evaluates:
- What a brand and product claim
- How competitors earn trust in the same category
- How customers and the market publicly reinforce or contradict those claims
All conclusions are grounded in explicit evidence lineage.
PrismGrid does not execute changes, generate copy, or predict performance.
PrismGrid does not replace your tools.
It governs them.
- Your AI agents generate ideas → PrismGrid verifies them
- Your workflows accelerate execution → PrismGrid constrains risk
- Your dashboards show performance → PrismGrid explains credibility gaps
Velocity without validity is how brands drift.
PrismGrid prevents silent drift before it compounds.
PrismGrid is intentionally structured into three layers:
A frozen, deterministic snapshot of observable market reality.
- Computes diagnosis, severity, confidence
- Immutable once generated
- Board-safe and regulator-safe
A non-canonical, explanatory layer.
- Explains why a diagnosis exists
- Supports legal, brand, and executive review
- Cannot change scores, labels, or evidence
A planning-only layer for execution teams.
- Prioritizes what to act on first
- Validates proposed claims as ALLOWED / RESTRICTED / BLOCKED
- Never executes, predicts, or optimizes
Each layer has strict authority boundaries.
PrismGrid is not:
- a chatbot
- a copy generator
- a competitive monitoring feed
- a continuous tracking system
- a growth optimization engine
- a forecasting platform
- a performance guarantee
It is a diagnostic and governance system.
PrismGrid is built for teams that must defend decisions, not just move fast:
- Enterprise marketing leadership
- Legal and compliance teams
- AI governance owners
- Regulated or brand-sensitive categories
- Organizations scaling AI-driven execution
This repository contains public-facing governance, architecture, and diagnostic principles.
It does not expose proprietary scoring logic or execution pipelines.
PrismGrid: Scale truth. Not contradictions.