Intelligence that stays in-house.
We don't sell SaaS. We engineer custom SLMs trained on your data, deployed on your hardware, behind your firewall. Your data sovereignty is non-negotiable.
Vertical Deployments
Production-validated across high-security, low-latency verticals.
Healthcare
HIPAA-Compliant On-Device Diagnostics
99.1%
Diagnostic accuracy retained
Scenario
Offline HIPAA-Compliant SLM for Surgical Robots
A leading surgical robotics company deploys a LeanLogix-refined 1B-parameter medical NLU model directly on their Da Vinci-class hardware. The model processes surgeon voice commands and real-time imaging annotations entirely on-device — with zero cloud connectivity.
On-device inference at 23ms p99 latency
Zero PHI/PII data exfiltration — fully air-gapped
Trained on 2.4M de-identified clinical notes
FDA 510(k) compliant inference pathway
INT4 quantized to fit 4GB memory envelope
Defense & Intelligence
Tactical Edge AI for Disconnected Operations
<5W
Operational power budget
Scenario
Ternary SLM for Tactical Edge Decision Support
A defense prime contractor deploys LeanLogix 1.58-bit ternary models on NVIDIA Orin-based tactical compute nodes for real-time intelligence analysis in D3 (Disconnected, Denied, Degraded) environments. The model runs on battery power with sub-5W thermal budget.
1.58-bit ternary weights for FPGA compatibility
Operates on 5W power budget — 72hr battery life
ITAR-compliant model provenance chain
Classified data never leaves tactical perimeter
Multi-modal: text + geospatial annotation
Financial Services
Private On-Premise Inference for Trading Desks
50K+
Daily communications scanned
Scenario
Zero-Latency NLP for Regulatory Compliance
A Tier-1 investment bank deploys a LeanLogix-refined compliance model on their on-premise GPU cluster. The model scans 50,000+ daily communications for MiFID II and Dodd-Frank violations — with zero data ever leaving the bank's firewall.
Scans 50K+ communications daily in real-time
On-premise deployment behind bank firewall
SOC 2 Type II & SEC 17a-4 compliant pipeline
Custom-trained on 8 years of compliance case law
Sub-10ms inference for real-time trade monitoring
Bring your data.
It never leaves.
Our Secure Sandbox is a zero-trust training environment deployed inside your infrastructure. We send our pipeline to your data — not the other way around. When training is complete, we deliver the model artifact and purge all temporary compute state. You retain full sovereignty.
Secure Intake
Your data arrives via encrypted channel into an isolated compute environment.
Air-Gap Training
Model training occurs inside your VPC or on-premise hardware. Nothing leaves.
Recursive Refinement
Our pipeline runs 47 feedback cycles against your domain-specific benchmarks.
Artifact Delivery
You receive a quantized model binary. We retain zero copies of your data.