The engine — transfers01
Ingestion, extraction, the evidence spine, the grading, the discipline. Domain-independent. It does not change when the subject does.
CitizenTech infrastructure
Structure overprediction
PentrAIntelligence builds the infrastructure for the disciplined use of AI by people in dispute with an institution.
The problem
Prediction sounds convincing. It isn’t a record.
The AI within reach of most people is built to predict, and to sound convincing — not to be correct. In a dispute with an institution, that is not a small flaw: it has already put invented facts in front of courts.
We build the opposite. A system whose first duty is to the record, not to the answer.
The principle
It does not assert what it cannot source.
- Every output traces to a document you provided.
- Every claim carries the strength of its evidence.
- Where the record is silent, the system says so — it does not fill the gap.
This single discipline is the ground the whole framework stands on.
The architecture
The engine transfers. The fuel is local.
One framework, built once, that carries across whatever it is pointed at — fuelled carefully, one domain at a time.
The fuel — local02
The law, the procedure, the deadlines, the forms. Different in every field, and added deliberately, never assumed.
The method
What the framework does.
It turns a disorganised mass of documents into a structured, defensible, navigable record.
- 01
Fix the record
The facts, the people, and the events, pinned to the documents that carry them.
- 02
Grade every claim
Each claim marked with the strength of the evidence behind it.
- 03
Surface contradictions
Where the accounts disagree, the disagreement is made visible.
- 04
Map the other side
The opposing position set out before a word of your own is written.
The discipline is deliberately front-loaded. Its value becomes clear later — when an account shifts, and the record catches it.
The first deployment
EqualAIzr
EqualAIzr — built on the PentrAIntelligence framework — is a case-intelligence platform for people representing themselves in employment claims in England and Wales.
- Jurisdiction
- England and Wales
- Domain
- Employment claims
- For
- People representing themselves
On the name
PentrAIntelligence takes its name from paiṭtrā — from the Sanskrit padāntara, “a change of footing”: the discipline of position, taken before the exchange.
Advantage comes from where you stand, not from how hard you strike.
The name is the method