SDVOSB

Private AI infrastructure for regulated teams.

Deploy AI on your hardware, with proof. Signed artifacts, real-device benchmarks, and zero cloud dependency — built for teams that need control today and durable infrastructure for the decade ahead.

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Ed25519

Signed artifacts

913

Device benchmarks

Zero

Cloud dependency

Production models

Products

Production systems you can use today.

Beyond consulting — shipping products built on the same private-AI stack. Each runs on your hardware or your broker.

FinSense

On-device financial sentiment

Score headlines bullish, bearish, or neutral in four languages at 42 μs — on your hardware, no cloud round-trip.

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ConstantSense

Edge AI, measured

Production models benchmarked on real devices. Run the actual sentiment model live in your browser — nothing leaves your machine.

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Constant Trading

One calm screen

Trade index futures and crypto on your own broker, from a single quiet dashboard. Paper-test first, go live when ready.

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All systems

How to start

Assess. Deploy. Subscribe.

Three ways to engage — start with a free assessment and grow into a platform relationship.

Private AI Assessment

Free

Architecture review, risk mapping, and ROI blueprint for your AI deployment. No obligation.

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Regulated Deployment

Scoped

On-prem or private-cloud deployment with signed artifacts, benchmark evidence, and full handoff.

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Constant Platform

Annual

Ongoing updates, governance review, monitoring, and support. The recurring layer that compounds.

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Solutions by industry

Built for workflows that demand control.

Legal

Sort discovery documents on the firm's own hardware. Design-partner early access.

Tax

Classify rulings and show which phrases drove each decision. Explains itself.

Finance

Score sentiment in 4 languages at 42 μs. No API call. No one sees your queries.

Healthcare

Screen for arrhythmia on a phone. No cardiologist on-site. Patient data stays on-device.

Industrial

Predict bearing failure weeks early. A $400 repair instead of an $80K catastrophe.

All solutions

Trust center

Proof, not promises.

Every claim backed by a measurement. Every artifact signed. Every deployment auditable.

Signed Artifacts

Ed25519 signatures on every model. Verify provenance, integrity, and chain of custody before deployment.

Your Hardware

Models run on infrastructure you control. Nothing phones home. Air-gapped configurations available.

Real Benchmarks

913 measurements from physical silicon. Snapdragon NPUs, Apple ANE, Cortex-M MCUs. Failures included.

Audit Trails

Every deployment logs sector, data sensitivity, model version, sign-off, and incident status.

Full trust center

Evidence

Real hardware. Published results.

Snapdragon NPUs, Apple ANE, Cortex-M MCUs, Jetson, automotive platforms. Every result from a physical device. Failures included.

Full benchmark results

Interactive preview

Pick a model. See the speed.

Full benchmarks

ResNet-50 (97.4 MB)964 μs

EfficientNet-B0 (20.2 MB)655 μs

MobileNetV2 (13.3 MB)294 μs

Wake Word (229 KB)32 μs

30×

vs ResNet

20×

vs EffNet

9×

vs MobileNet

98.1%

accuracy

devices

Research

We’re actively working on expressing ideas and exploring mathematics transparently.

Formal verification, edge AI, and computational neuroscience — published with negative results and maturity labels, so you know exactly what the evidence supports.

Read our research

Governance

Responsible deployment. Not just a statement.

We evaluate deployment risk, track stakeholder impact, and maintain audit-ready governance — because trust is operational, not aspirational.

Our governance framework

✓Deployment risk assessment for every engagement

✓Stakeholder impact metrics tracked monthly

✓Data sensitivity classification and handling protocols

✓Incident response and update transparency

✓Responsible AI principles operationalized, not just published

Own your AI operating layer.

Deploy private AI now. Reduce dependence on outside model vendors. Build durable infrastructure for the decade ahead.

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