AI Systems Architecture & Retrieval Evaluation | Memon Systems
I measure whether AI systems give the right answer.
And I build the architecture that makes it verifiable.
For engineering teams that cannot ship a wrong answer.
case studies
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Italy · 2026
Generation-Tier Integrity in Legal RAG: An In-Flight Verification Control Specification
- By design
- 0% downstream state contamination and per-query audit trail via selective KV-cache truncation. Verified by construction across generation states.
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Spain · 2026
Retrieval Integrity Under Statute Collision: Measurement and Control Specification
- Measured
- Wrong statute returned on 3 of 3 article-collision probes against Spanish statutory law. Black-box, April 2026. Three probes show reproducibility, not a rate.
- By design
- Deterministic statute pre-filtering isolates target codes prior to vector embedding, eliminating cross-statute collision by construction.
about
Abdullah Memon
Memon Systems Ltd
UK Incorporated · No. 17284215
Signing key
A487 3AE7 AEE6 56BF F54E
C751 B5C9 93EA B678 58DE
Ed25519 · Valid to July 2028 · Public key.
I measure whether AI systems return the right answer, and I build the controls that make the answer auditable to someone who was not in the room.
I work alone. There are no sub-processors in the delivery of client work, no hosting, and no production data leaving your environment.