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LLMs Beyond Standards.

Measured, policy-enforced AI with reproducible metrics, privacy-first telemetry, and deterministic controls.

Build AI → Evaluate AI →
Trusted by teams building with Generative AI, public sector, and enterprises.

TL;DR

What’s Running Now

Health

GET /healthz
→ {"ok": true, "mode": "openai"}

Generate

POST /generate
{ "prompt": "Write two bullets...", "stream": false }

→ {
  "answer": "- Bullet 1\n- Bullet 2",
  "refused": false,
  "why": {
    "scores": { "latency_ms": 1234 },
    "config": { "strict": false, "temperature": 0, "top_p": 1, "seed": 42, "model": "gpt-4o" },
    "support": {
      "validators": [
        {"validator":"policy_guard","ok":true,"note":"ok"},
        {"validator":"two_bullets","ok":true,"note":"normalized"},
        {"validator":"pii_redaction","ok":true,"note":"clean","meta":{"redactions":0,"detected_in_prompt":0}},
        {"validator":"length_clamp","ok":true,"note":"ok","meta":{"changed":0,"max":220}},
        {"validator":"strict_context","ok":true,"note":"grounded"}
      ]
    }
  }
}

Streaming

POST /generate  (stream: true) → SSE
event: status
data: {"stage":"start"}

event: result
data: {"answer":"...chunk...","why":{...}}

event: done
data: {}

Build · Apply · Evaluate

Build AI

  • N28s Data Engine — training/validation datasets.
  • For Generative AI — supervised fine-tuning & RLHF.
  • For Physical AI — robotics & control.
  • For Government — datasets for public sector.
  • For Automotive — autonomy from L2 → L5.

Apply AI

  • Mission Agents — constraint-aware agents.
  • GenAI Platform — full-stack generative apps.
  • Compliance Guard — guardrails & IDS.
  • Receipts — signed, auditable LLM runs.

Evaluate AI

  • N28s Evaluation — model/app evals & monitoring.
  • For Model Developers — evals & red-teaming.
  • For Public Sector — measurable AI systems.
  • For Enterprise — integrated QA for AI apps.

Dashboards & Docs

Your metrics shim exposes /api/metrics/summary and /api/metrics/recent for the React dashboard. See OpenAPI for public endpoints. No secrets on this page.

View Metrics → OpenAPI Spec →