Foundry.
Autonomous Intelligence.
Sovereign Architecture.
Sofact Labs operates as a High-Stakes R&D Center. We bridge the gap between general AI capability and institutional necessity, focusing on models that are private, deterministic, and verifiable.
Our mission is to provide Technical Sovereignty—ensuring that the intelligence driving your organization remains under your absolute control.
Core Protocol
"Precision over Probability. Sovereignty over Scale."
02 — Reasoning Protocol
The Agentic Stack.
Our proprietary institutional workflow for orchestrating deterministic AI agents at scale.
Neural Ingestion
Input Guardrails, PII Masking, Intent Classification.
Reasoning Core
Chain-of-Thought (CoT), Knowledge Distillation to SLMs, Memory persistence.
Deep Retrieval
Advanced RAG (RAPTOR + CRAG), ColBERT Reranking, Self-Critique loops.
Bespoke Tooling
SQL Execution, Private API handshakes, Sandboxed Code execution.
Sovereign Ops
Langfuse Observability, QLoRA fine-tuning, and DPO optimization.
03 — Active Intelligence
Active Build.
Shatabhisha-M
Real-time edge-compute diagnostic assistance for oncology and radiology. High-fidelity inference with zero-cloud dependency.
Tactical Vision V1
Autonomous vehicle tracking and perimeter surveillance utilizing ESP32 and specialized YOLO architectures.
Repository.
130+ Verified Conceptual AI Blueprints.
Healthcare
ShatabhishaM AI & Diagnostics
05 — Leadership
Lead Architect.
Built on a 26-year legacy of engineering, the foundry is led by a veteran architect specialized in deterministic systems. From the first waves of AJAX web applications in 1999 to the current frontier of agentic AI, the focus has remained constant: high-integrity execution.
Technical Core
- / Shatabhisha-M Multimodal Healthcare Pipeline
- / Neural Firewall Intrusion Logic
- / Fractional CTO Strategy for Enterprise