Klaritee Architecture Overview
Model-Agnostic Determinism
THE CHALLENG
The Problem with AI Wrappers
Most AI products are “wrappers” — they send prompts to models and return whatever the model says. This creates three critical problems: outputs vary between runs, results change when models update, and there’s no audit trail for compliance. When the model changes, the product breaks.
01
Variable Outputs
Outputs vary between runs
02
Model Dependency
Results change when models update
03
No Audit Trail
No audit trail for compliance
THE SOLUTION
The Klaritee Approach
Klaritee inverts the architecture. Our deterministic engine owns the logic — the LLM is just an extraction layer. The verdict, scores, and reason codes are computed by our proprietary rules, not generated by AI. The model can change;our output cannot .
SYSTEM DESIGN
Architecture
Layer 1
KLARITEE ENGINE
(Proprietary Logic)
Layer 2
ADAPTER LAYER
(Normalization)
Layer 3
ANY LLM
(Interchangeable)
PROPRIETARY ASSETS
What Klaritee Owns
Visionary applications emerging from interpretive geometry research
01
Deterministic Scoring Engine
Proprietary math that produces consistent scores regardless of which model extracts the underlying data.
02
Reason Code Library
Auditable, explainable codes that map findings to specific business logic — not AI hallucinations.
03
Evidence Extraction Rules
Structured schemas that constrain what the model can return — preventing drift and ensuring consistency.
04
Validation Test Vectors
Regression suite proving that any model swap produces identical verdicts on reference inputs.
VALIDATION
The Proof
We ran identical inputs through OpenAI, Anthropic, Gemini, and Grok. Result: identical verdicts, identical scores, identical reason codes. The LLM didn’t determine the outcome — our engine did. This is the moat. Competitors who are just wrappers can’t replicate this without rebuilding from scratch.
OpenAI
Anthropic
Gemini
Grok
“The LLM didn’t determine the outcome — our engine did.”
IMPACT
Why It Matters
Compliance Ready
Full audit trail. Every verdict traceable to specific rules.
Model Independent
Swap GPT for Claude, Gemini, or Grok tomorrow. Zero impact on outputs.
Defensible IP
The logic is ours. Not rented from OpenAI.