Proprietary Industrial AI & Research IP

Engineering-Grade Research. Sovereign Product IP.

Zero Zeta develops proprietary industrial algorithms, domain Small Language Models (SLMs), and deterministic CAD solvers. We translate rigorous engineering research into high-ROI production platforms, safeguarding customer intellectual property with 100% on-premises sovereignty.

Senior Indian Chief Engineer and AI Researcher at Zero Zeta R&D Center
Air-Gapped R&D Architecture Zero Cloud Egress
The Sovereign Engineering Core

Why Heavy Industry Requires Specialized Product IP

Generic foundation models hallucinate on shop-floor tolerances and leak proprietary CAD data. Zero Zeta engineers a different paradigm.

Zero Data Egress & Air-Gapped Deployment

Indian manufacturing, EPC, and defense leaders cannot risk CAD drawings or metallurgical recipes reaching third-party cloud APIs. Zero Zeta platforms run completely self-hosted on-premises or inside private enterprise VPCs.

Deterministic Physics & Code Compliance

Where probabilistic models guess, our proprietary solvers calculate. Neural parsing is paired with deterministic ASME Section VIII, API 560, and thermal conduction equations so every output is mathematically verified before sign-off.

Predictable Workflow Economics

Eliminate unpredictable cloud API token billing traps. Zero Zeta product IP is priced on workflow completion, engineering throughput, and measurable operational savings, delivering quantifiable boardroom ROI.

Proprietary Product IP

Proprietary Systems in Active Production

Two distinct proprietary breakthroughs engineered for heavy fabrication, thermal design, and manufacturing intelligence.

Breakthrough 01

AI-Assisted Engineering Design Automation

An automated, human-in-the-loop pipeline that converts legacy 2D customer drawings (DWG/DXF/PDF) into parametric 3D CAD assemblies, multi-layer refractory zonation, and audit-ready Bill of Materials (BOM) in hours instead of days.

  • 70% Faster Turnaround: From customer tender drawing to approved pre-bid deliverables.
  • Deterministic Solvers: Built-in 1D/2D heat transfer curves ensuring shell temperature limits under 80°C.
  • PE Sign-Off Interface: Complete glassbox review console for qualified Professional Engineers.
Explore Design Automation

7-Step Deterministic Pipeline

Input Drawing → Geometric Primitive Extraction → Structured Domain RAG → Parametric CAD Assembly → Deterministic Thermal Solver → Automated BOM → Qualified PE Approval.

Thermal Vessels Refractory Linings Chute Wear Plates Sheet-Metal Enclosures Shop DXF Takeoff
Breakthrough 02

ZetaForge™ Industrial AI Foundation & Domain SLMs

Small, fine-tuned open-weight language models and specialized vision-language transformers adapted on manufacturing standards (ASME, ASTM, IS), shop-floor telemetry, and engineering drawing structures.

  • Domain Cognition: Parses engineering tolerances, nozzle schedules, and weld symbols accurately.
  • High-Throughput Local Inference: Runs on local enterprise GPU clusters via vLLM with sub-second latencies.
  • Zero Hallucination Guarantee: Anchored to deterministic rule engines and corporate engineering data lakes.
Explore ZetaForge™ SLM Foundation

Zero Zeta Industrial Model Suite

Zeta-CAD™ Drawing AI

2D/3D geometric primitive decomposition & parametric CAD drafting cognition.

Zeta-Thermal™ Physics

Multi-layer thermal conduction & refractory insulation optimization.

Zeta-Cost™ Tendering

Manufacturing routing hours, weld time & automated tender BOM estimation.

Zeta-Inspect™ Quality

Material Test Certificate (MTC) & NDT non-destructive audit compliance.

Institutional Pedigree

Grounded in Institutional Engineering Collaboration

Zero Zeta’s proprietary algorithms are developed in collaboration with leading technical universities including IIT Roorkee, forward-deployed engineering teams, and veteran industrial metallurgy advisors.

IIT Roorkee Partnership

Applied research collaboration bridging executive capability tracks and real-world industrial intelligence.

ASME & IS Compliance

Algorithms continuously verified against ASME Section VIII, API 560, and Indian standard codal frameworks.

Discuss Product IP Deployment

Evaluate how Zero Zeta’s sovereign models and design automation pipelines deploy within your enterprise perimeter.

Schedule Technical Briefing
Confidential Evaluation

Ready to Protect & Scale Your Engineering IP?

Deploy sovereign, air-gapped industrial AI built specifically for your engineering workflows, design rules, and operational reality.

Request Sovereign Demo View Design Automation