NI Stack v1.0 — Now Available

$50 Billion in AI Compute. 29% of It Is Wasted.

The NI Stack is the only architecture that makes AI safer AND cheaper — simultaneously. 8 products. One base_url change. 3,039+ patent claims.

29% Token Savings
115 AEGIS Agents
0 GPUs Required
3,039+ Patent Claims
2 lines to integrate
// Before: Direct to OpenAI
const client = new OpenAI({ baseURL: 'https://api.openai.com/v1' });

// After: Through NI Stack (full 8-product pipeline)
const client = new OpenAI({ baseURL: 'https://api.destill.ai/v1' });

OpenAI Spends $50B/yr on Compute.
They're Still Losing $14B.

💸 $50B 2026 compute spend (Greg Brockman, court testimony May 2026)
📉 $14B Projected net loss in 2026
🛡️ 16% Of compute goes to GPU safety classifiers ($8B/yr)
🔥 $600B Projected through 2030 — unsustainable at any scale

Every AI company faces the same crisis: safety costs compute, compute costs money, money runs out. The NI Stack dissolves this contradiction — security reduces compute instead of adding to it.

6-Stage Architecture: Shield → Compress → LLM → Siren → Ledger → NI-Shield

1. Shield (AEGIS): 115-Agent CPU safety cascade filters malicious traffic before GPUs fire.
2. Compress: Wheeler ORACLE (Hash Context), SCRIBE (Pruning), and STENO (Syntactic Shorthand) minimize input tokens.
3. Inference: The hyper-compressed payload is routed to the optimal LLM (via OpenRouter/AUGUR).
4. Quality (SIREN): Includes the Pattern Memory Bank for zero-day attack proof and hallucination detection.
5. Audit (LEDGER): Generates cryptographic Proof of Agent Work (POAW) hash-chain receipts.
6. Insurance (NI-Shield): Provides mathematical risk transfer and liability protection for enterprise deployment.

01

AEGIS

Blocks threats on CPU so GPUs never waste a cycle.

Purpose: 115-Agent CPU-bound safety cascade
Value Prop: Avoids expensive GPU computation for malicious/invalid traffic
EU AI Act: Art. 15 (Robustness & Cybersecurity)
$7–18B/yr at OpenAI scale 778 patent claims
02

AUGUR

Knows what inference will cost before it starts.

Purpose: φ-weighted token budget estimation
Value Prop: Routes to cheapest capable model tier based on payload
EU AI Act: Art. 15 (Resource Efficiency)
$5–10B/yr at scale Claims 321–325
03

ORACLE

Remembers everything so the LLM doesn't have to.

Purpose: Replaces chat history with 64-byte hashes
Value Prop: 99.7% compression on repeated conversation context
EU AI Act: Art. 10 (Data Governance & Minimization)
$10–15B/yr at scale 82 patent claims
05

SCRIBE

Only pays for the context the LLM actually needs.

Purpose: RAG semantic pruning before inference
Value Prop: 30–60% input token reduction via φ-threshold
EU AI Act: Art. 10 (Data Minimization)
$5–12B/yr at scale Claims 53–62, 135–143
06

SIREN

Catches zero-day attacks and hallucinations.

Purpose: Pre-delivery coherence scoring featuring the Pattern Memory Bank
Value Prop: Zero-day attack proof & prevention of costly retry loops
EU AI Act: Art. 15 (Accuracy & Robustness)
Prevents 5–15% retries 38 patent claims
07

JOULE

Caps compute at the physics limit — not the budget limit.

Purpose: Thermodynamic limits per inference (Landauer's Principle)
Value Prop: Energy-aware routing & hard physical cost ceilings
EU AI Act: Art. 40 (Environmental Sustainability)
$2–5B/yr at scale 28 patent claims
08

LEDGER

Proves every decision without storing a single log.

Purpose: ML-DSA signed hash-chain receipts for inference
Value Prop: Replaces petabytes of plaintext logs with kilobytes of hashes
EU AI Act: Art. 12 & 53 (Record-Keeping & Transparency)
$1–3B/yr at scale 531 patent claims

Live Proof & Architecture Deep Dives

Verify our technology moat, economics, and compliance framework through live dashboards, interactive A/B simulators, and scientific deep dives.

🛡️ C1: Cyber Security

The live NI-Stack Security Dashboard. Real-time visualization of the 115-agent cascade blocking adversarial attacks.

🌍 C2: Compression & Climate

Beweisführungs-Suite & A/B Evidence Simulator. Generates cryptographic POAW receipts for token reduction and CO2 savings.

📜 C3: Compliance & Science

Scientific deep dive into EU AI Act mappings, Landauer limits, and structural monopolies.

👨‍💼 Role-Based Executive Briefings

CISO / CAIO Briefing CTO (Tech Moat Radar) CFO (Compute Economics) CSO (Climate & CO2)

Calculate Your Savings in 10 Seconds

1,000,000
500
Your Monthly LLM Spend $22,500
NI Stack Monthly Savings $6,525
NI Stack Cost $800
ROI 8.2×
Payback Period 4 days

Compliance Is Our Greatest Moat

🇪🇺 EU AI Act Art. 53

Full transparency logging via LEDGER hash-chain audit trails. Every inference decision is ML-DSA signed and reconstructible.

✅ Fully Compliant

🔒 DSGVO / GDPR

100% EU infrastructure (Hetzner AX42, Falkenstein). Zero US subprocessors. Post-Quantum encryption (ML-KEM-768).

✅ Data Sovereign

🛡️ NIS2 Directive

24h incident reporting. Management liability protection through LEDGER receipts. Supply chain security audited.

✅ Production Ready

📊 ISO 42001

AI Management System alignment. 12-Sigma safety metrics. Continuous monitoring via 115-agent cascade.

✅ Framework Aligned

Competitive Compliance Matrix

Dimension NI Stack Competitor A Competitor B
EU Data Sovereignty ✅ 100% EU ❌ US Cloud ❌ US Cloud
Post-Quantum Encryption ✅ ML-KEM ❌ RSA only ❌ No PQC
Audit Trail (LEDGER) ✅ Hash-chain ❌ None ❌ None
EU AI Act Art. 53 ✅ Full ❌ No audit ❌ No audit
CPU-Only Safety ✅ 115 agents ⚠️ GPU-based ⚠️ GPU-based
Patent Protection ✅ 3,039+ claims ❌ None ❌ None

Starts at $0.001 per Request

Starter

$0.001/req

≤ 100K requests/month

  • Full 8-product pipeline
  • Proxy mode (api.destill.ai)
  • Dashboard + telemetry
  • Email support
Get Started Free →

Enterprise

$0.0005/req

≤ 10M requests/month

  • Everything in Growth
  • Dedicated account manager
  • SLA guarantee (99.9%)
  • LEDGER audit export
Contact Sales →

Sovereign

Custom

Unlimited · On-premise

  • Everything in Enterprise
  • On-premise deployment
  • Full source access
  • Patent license included
Request Proposal →

Two Lines of Code. Eight Products. Zero GPUs.

Change your base_url. Get safety, compression, and compliance — instantly.

npm install @destill/ni-stack