Private AI · sealed-benchmark acceptance

Your corpus. Your model.
Your proof.

We turn your documents into a retrieval system and — only when it measurably helps — an adapted model. Then we prove it against a benchmark your experts approved and a custodian sealed. You keep the corpus, the index, the weights, the harness, and the evidence.

Open the proof libraryInspect a certificate

10 reproducible artifacts · no signup · failures shown

Certificate 02 · extract

Certified

Mixed-format policy corpus

PDF · DOCX · XLSX — 16GB Apple Silicon notebook

Answer correctness

0.94

Citation support

0.98

Correct abstention

0.89

p95 latency

2.1s

peak RAM

11.4GB

items

300

form_a · sha256:9f2c4e7a…4ab1 · sealed 2026-05-02

01

Try the system

Ask any of the ten reference systems a real question and read the documents it retrieved — including the questions it refuses.

02

Inspect the certificate

The formerly sealed question set, the answer key, the rubric, the pre-run hash, and every score — including the categories that failed.

03

Download or reproduce

Take the runnable bundle where licensing permits, or follow the build instructions and get the same numbers on your own hardware.

Certified for named hardware

We certify a system on your hardware, not on a slide.

Every quoted number belongs to a named profile: model, quantization, runtime, context limit, memory ceiling, and concurrency. Change the hardware and the system is recertified.

RAG stores facts. Adaptation teaches behaviour. We will not sell you a model that has swallowed your documents.

ProfileModel envelopeStatus
16GB Apple Silicon1B–4B Q4Certified
24GB Apple Silicon7B–9B · 12B selectivelyCertified
36–64GB workstation14B–32B quantizedCertified
96–192GB GPU rack70B–120B · replicasIn test
Proof library

Ten systems you can break yourself.

All ten artifacts →

01

Public contracts & clauses

Citation-grounded legal RAG

24GB M40.96

02

Mixed-format policies

PDF · DOCX · XLSX on a notebook

16GB M30.94

03

Equipment manuals

OCR, tables, and abstention

24GB M40.88

04

Financial & compliance rules

Multi-document reasoning

64GB WS0.92
Ownership

Delivered means delivered.

Take the processed corpus, the retrieval database, the permitted adapters or weights, the configuration, the evaluation harness, and the integration API inside your own boundary — including air-gapped. Your data is never reused for another customer or for general model training.

Processed corpus

yours

Retrieval database

yours

Adapters & weights

yours, where licensed

Evaluation harness

yours

Integration API

yours

Platform & pipeline

stays ours

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