The most experienced operational AI in the world.
DBR77 Vector is the intelligence heart of the DBR77 ecosystem — AI trained on real factory transformation cases. It works like the most experienced Lean specialist you have ever met, available 24/7, across every facility, with 100% deployment security.
120B parameters · trained on real cases · industrial reasoning
MODEL
DBR77 Vector LLM (120B)
A proprietary 120-billion parameter industrial LLM, fine-tuned on real factory transformation cases. Built for operational decisions, not generic chat. This is not a wrapper. It is our model.
INFERENCE
Serverless GPU
Serverless GPU inference with elastic scaling and pay-per-use compute. No idle servers, no wasted capacity, and deployment options tailored to workload needs.
SECURITY
Your data never trains the model
On-premise, private API, or isolated shared access. Client data is never used for training. Fully auditable, versioned deployment pipeline with end-to-end traceability.
WHAT IS DBR77 VECTOR
A Large Language Model built exclusively for industry.
DBR77 Vector is not a general-purpose chatbot fine-tuned with a few industrial prompts. It is a proprietary Large Language Model trained on real factory transformation knowledge covering plant optimization, greenfield layout design, production flow analysis, process improvement, and shop-floor automation. The result is an AI that doesn't just understand language — it understands how factories actually work and how they transform.
Proprietary 120B parameter LLM
DBR77 Vector is a proprietary 120-billion parameter language model, purpose-built for industrial operations. We don't use GPT, Claude, or any third-party API. Vector runs its own weights, on its own infrastructure.
Trained on real factory data
Built on real factory knowledge and fine-tuned for industrial operations. The training process focused on practical transformation patterns, operational context, and decision-making logic drawn from real-world manufacturing environments.
Domain-native reasoning
Vector doesn't just generate text. It reasons about bottlenecks, layouts, production flows, automation sequencing, and ROI — the way an experienced Lean specialist thinks.
Serverless GPU inference
Deployed on serverless GPU infrastructure with elastic scaling and pay-per-use compute. Built for efficient inference, rapid availability, and a fully automated, auditable deployment pipeline.
HOW VECTOR WAS BUILT
From factory data to operational intelligence.
Four stages. One result: an AI that reasons like a senior consultant with 15+ years of experience.
Data Preparation
Real transformation knowledge from factory deployments, covering production flows, bottleneck analysis, layout optimization, and automation sequencing. Converted into a structured training corpus built for industrial reasoning.
Domain-Specific Fine-Tuning
Factory knowledge organized into a domain-specific training format designed to teach operational reasoning, not generic chat responses.
Fine-Tuned for Industrial Reasoning
The model was fine-tuned on real factory knowledge to strengthen domain depth, judgment, and recommendation quality in manufacturing contexts.
Serverless Deployment
Delivered through an automated, auditable deployment pipeline across serverless, private API, and on-premise environments.
AI IN ACTION
Ask it anything about your factory.
Vector doesn't generate generic advice. It reasons from real factory transformation knowledge to give you specific, actionable answers.
Powered by a 20B parameter model. Not GPT. Purpose-built.
DBR77 Vector
Connected to factory intelligence
WHY VECTOR
Generic AI knows language. Vector knows factories.
Trained on real factory knowledge spanning plant optimization, greenfield layout design, production flow analysis, process improvement, and shop-floor automation — Vector bridges the gap between a general-purpose chatbot and a senior Lean consultant with hands-on experience.
Real-world
Industrial knowledge base
Factories need expertise, not another chatbot
Generic AI can summarize text, but it cannot diagnose a bottleneck, sequence a transformation rollout, or reason about layout trade-offs. Factories need domain depth that only comes from real operational experience.
100%
Deployment security
Public AI is a security risk for industrial operations
Sending production data, layouts, and transformation plans to public LLMs is unacceptable for most manufacturers. They need AI that runs inside their security perimeter — not outside it.
Products
Experience Vector through Consultify, Digital Twin, IoT, and Marketplace.
Learn moreThe best consultants are expensive, slow, and hard to scale
A senior Lean specialist costs thousands per day, is available for weeks at a time, and can only serve one plant. What if the same caliber of expertise were available 24/7, instantly, across every facility?
Security
Why DBR77 Vector is the safest way to bring AI into industrial operations.
Learn moreARCHITECTURE
From your question to an expert answer.
Every query follows the same secure, serverless path. No data stored. Designed for controlled, auditable inference.
Your App
Frontend / API client
HTTPS POST
Encrypted + API key
Serverless Inference Layer
GPU orchestration
Elastic GPU Runtime
Scales on demand
Containerized Runtime
Portable inference stack
DBR77 Vector 120B
Full model inference
Structured Response
Secure result delivery
Your App
Frontend / API client
HTTPS POST
Encrypted + API key
Serverless Inference Layer
GPU orchestration
Elastic GPU Runtime
Scales on demand
Containerized Runtime
Portable inference stack
DBR77 Vector 120B
Full model inference
Structured Response
Secure result delivery
0B
Model parameters
Real-world
Training data source
Domain-tuned
Model specialization
Production-ready
Deployment readiness
SECURITY
Built for environments where security is non-negotiable.
Your data never trains the model
Client queries are processed within the selected deployment environment and are never used for model training. No feedback loop. No reuse of client data.
On-premise, private API, or serverless
Choose the deployment model that matches your security posture. On-premise means zero data leaves your network.
Fully auditable deployment pipeline
Every deployment is versioned, reproducible, and traceable across the full release pipeline.
COMPARISON
A Lean expert that never sleeps — compared to the alternatives.
DBR77 Vector is not generic AI, and it is not a replacement for human judgment. It is the most scalable way to bring senior-level industrial expertise into every decision.
DBR77 Vector
Industrial AI trained on real transformations
- Real production experience
- Available 24/7, infinitely scalable
- On-premise or private deployment
- Continuously refined in production
- Fraction of consulting cost
Generic LLM
General-purpose language model
- No factory or Lean experience
- Data sent to third-party cloud
- Trained on internet, not industry
- No operational reasoning depth
- Often blocked by enterprise security
Traditional consulting
Human expertise, limited scale
- Limited by headcount and travel
- High cost per engagement
- Knowledge leaves with the consultant
- Weeks to months for deliverables
- Hard to sustain long-term
| Dimension | DBR77 Vector | Generic LLM | Traditional consulting |
|---|---|---|---|
| Model architecture | Proprietary 120B parameter LLM, fine-tuned on real factory knowledge | 175B+ general-purpose, no industrial training | N/A — human expertise |
| Industrial transformation depth | Trained on real production and transformation knowledge | General-purpose language knowledge, no factory experience | Deep expertise, but limited to individual consultants |
| Availability and scalability | Available 24/7 across every facility, instantly | Available 24/7 but lacks domain reasoning | Limited by headcount, travel, and engagement cycles |
| Security posture | On-premise, private API, or isolated shared access | Data sent to third-party cloud infrastructure | Human-based, but documents leave the organization |
| Continuous improvement | Refined through anonymized production learnings from live environments | Updated periodically with general internet data | Depends on individual consultant experience |
| Cost efficiency | Fraction of the cost of a senior consulting team | Low cost, but low industrial value | High cost per engagement, hard to sustain long-term |
WHO IT'S FOR
One AI engine. Every decision-maker.
CEO / Owner
Validate transformation investments with AI-grade reasoning before committing CAPEX.
VP Operations
Get bottleneck diagnosis and improvement sequencing without waiting weeks for consultants.
CTO / IT
Deploy a 120B parameter model inside your security perimeter. API-first. Container-ready. Fully auditable.
Lean / CI Manager
Augment your expertise with real transformation knowledge available on demand.
FAQ
Technical questions, straight answers.
READY TO SEE IT IN ACTION?
See what a 20B parameter industrial AI can do for your factory.
Proprietary 120B parameter industrial LLM. Fine-tuned on real cases. Serverless inference. On-premise ready. Try it inside Consultify, Digital Twin, IoT, or Marketplace.