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Industrial AI · OT/IT Convergence

Autonomous Operations From Floor to Boardroom

Predictive maintenance, vision-based quality, and supply-chain agents that run on the edge and in your private cloud — keeping IP, recipes, and process data out of public models.

View Architecture
25%
Reduction in unplanned downtime
15%
OEE improvement
$2M+
Annual maintenance savings
8x
Fewer escapes to customer
Manufacturing
Cell 1Cell 2Cell 3Cell 4Maintenance AgentOEE 89.4% · MTBF +3.1d
Privacy & Compliance

Recipes, IP, and OT data stay air-gapped

Process recipes, defect imagery, and PLC telemetry are crown-jewel IP. ReEnvision runs agents at the edge — on the line — and federates only the signals you choose, never the underlying data.

Compliance Frameworks
IEC 62443
Zone-and-conduit-aware agent deployments
NIST CSF
Continuous control mapping for OT and IT
ITAR / EAR
Export-controlled data isolation
ISO 27001
Information security management alignment
Threats we eliminate
  • ×Recipe IP leaking through public copilots
  • ×Vision data used to train competitor models
  • ×Cross-site data egress from PLCs
Built-in safeguards
  • ✓Edge-resident agents on the production line
  • ✓Per-site tenancy with federated learning
  • ✓Signed model provenance for every deployment
Workflows

AI workflows that drive measurable ROI in Manufacturing

Each workflow ships as a deployable agent with retrieval, tools, and audit hooks built in.

Predictive Maintenance

Agents fuse vibration, current, and thermal signals to call failures days in advance.

Before
8% unplanned downtime
After
2.3% unplanned downtime
$2M+ annual maintenance savings

Visual Quality

Edge vision agents catch micro-defects and auto-tune lighting and exposure on drift.

Before
1.4% escape rate
After
0.18% escape rate
8x reduction in customer returns

Supply Chain

Multi-agent planning across MRP, transport, and supplier signals.

Before
14 day MRP cycle
After
Continuous re-planning
15% inventory reduction

Energy Optimization

Agents tune HVAC, compressed air, and motor loads against real-time tariffs.

Before
Static schedules
After
Closed-loop tuning
12-18% energy reduction
Agents & Applications

Pre-built Manufacturing agents, ready to deploy

Compose them into copilots, autonomous workflows, or full applications — all inside your tenancy.

Domain Agents
Maintenance Agent
Predictive & prescriptive maintenance
  • •Anomaly detection
  • •Work-order generation
  • •Spare-part planning
Quality Agent
Inline vision QA
  • •Defect classification
  • •Drift detection
  • •Operator coaching
Planner Agent
S&OP and MRP
  • •Scenario simulation
  • •Supplier risk scoring
  • •Buffer optimization
Energy Agent
Plant energy optimization
  • •Tariff-aware scheduling
  • •Demand-response bidding
  • •Carbon accounting
Applications
OEE Cockpit
Real-time OEE with root-cause agents
Shop-floor Copilot
Voice-first operator assistant
Digital Twin
Closed-loop simulation for changeovers
Deploy in your environment

Ready to put Manufacturing agents to work — without giving up your data?

Start with a 6-week deployment that runs entirely inside your VPC. Your data, your models, your audit trail.

Review security model

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