AisonLabs
04Applied intelligence

Private models, governed outcomes.

Retrieval, agents and evaluation infrastructure that runs inside your perimeter with full lineage.

0ms

median inference latency

0%

Inference inside your perimeter

0

Prompts leaving your boundary

01aison eval run --suite regulated-qa --model private/aison-7b

02loading corpus: 41,208 documents · lineage verified

03retrieval@5 precision 0.94 · groundedness 0.97

04guardrail: pii-redaction PASS · jailbreak-suite PASS

05agent trace written to audit://runs/8f21c4

06promotion gate: APPROVED for production tenant

07

01Architecture

Evaluation first. Deployment second.

01

Retrieval

Hybrid search over versioned corpora with document-level access control.

02

Agents

Tool-restricted agents with deterministic traces and human approval gates.

03

Evaluation

Golden sets, adversarial suites and regression gates in the deployment pipeline.

04

Lineage

Every answer traceable to source revision, model version and prompt template.

05

Guardrails

PII redaction, jailbreak defence and policy classifiers at the boundary.

06

Hosting

Private cloud, sovereign region or air-gapped estate. Same control plane.

Bring a use case. Leave with an evaluation report.

Start an AI evaluation