7,522 monitored assets, classified by A/B/C criticality. Live ticket-SLA and industrial-production monitor — Oracle PIMS source, 5,216 tags online.
PLATFORM IN PRODUCTION · 87 LIVE SCREENS
Digital Twins, Observability and Autonomous AI for Industry 6.0
LakeX senses, understands and anticipates how your plant behaves in real time — fewer unplanned shutdowns, safer teams and faster, more confident decisions, from the cane field to the offshore platform.
87
Screens in production
12
AI agents
7.522
Monitored assets
7.522assets monitored now
12 agentsinvestigating 24/7
The platform
Three pillars. One operational awareness.
LakeX senses, understands and acts on what happens in your plant — in real time. Generative agents investigate anomalies, open work orders and recommend actions; NEXUS orchestrates at Level 3, with Human-in-the-Loop on every action.
PILLAR 01
Digital Twin
Live 3D replica with real-time bidirectional sync to IoT, PLCs and SCADA. Simulate before you change the real world.
Learn more PILLAR 02Observability
Logs, metrics and traces from PI System, SCADA, historians and sensors in one stream. FFT, anomaly detection and RUL per asset.
Learn more PILLAR 03AI Agents
Generative agents that investigate anomalies, open work orders and recommend actions. NEXUS orchestrates at Level 3, with Human-in-the-Loop.
Learn more
Máquina do Tempo
Máquina do Tempo — reconstruct any moment of your plant.
Rebuild the exact plant state at any past instant to investigate events.
The challenge
Critical assets — blind and disconnected
Abundant data, scarce visibility. The cost of inaction shows up on four fronts — and grows with every cycle without real observability.
Unplanned downtime
Mechanical and electrical failures found too late, with no predictive signal.
Operational risk
Teams exposed to work at height, confined spaces and offshore environments.
Fragmented data
Historians, SCADA, spreadsheets and legacy systems isolated in silos.
ESG traceability
Carbon targets and chain of custody required by global markets.
Architecture
From edge sensor to autonomous decision
One single data backbone: edge computing on the physical asset, a digital twin in the cloud and AI agents at the decision layer.
- LakeXAgent — a plug-and-play collector that speaks to any automation vendor.
- API-first — SAP, Oracle PI, legacy historians and AWS, Azure and GCP clouds.
- 350+ sources correlated in real time, with no vendor lock-in*.
Physical edge
IoT sensors · PLCs & SCADA · Edge/OPC-UA
Digital Twin + Observability
Real sync · FFT & anomalies · RUL
AI Agents
Diagnosis · prioritization · autonomous action
Decision
Executive dashboards · Copilot · Open APIs
Delivered in production
Real screens, running on real data
Executive command, digital twin, AI agents, predictive maintenance, OEE and integrations — straight from the LakeX platform.
Ask the plant in natural language. RAG over manuals, SCADA tags, KPIs and SPC analysis, with shortcuts to plant state, critical alarms and shift KPIs.
83.5% average OEE and 95.2% availability, with 342h MTBF and 4.6h MTTR — per ISO 22400 and IEC 60300, with history and per-equipment calculators.
Results
The aggregate impact of cognitive observability
Reference ranges from public industry benchmarks (these are not LakeX results) — consolidated across bioenergy, oil and gas, pulp, mining and power.
-90%
Serious accidents
-60%
Inspection cost
95%
Task automation
+35%
ESG indices
IEC 62443 OT/IT security
ISO 27001 information security
ISO 22400 manufacturing KPIs
LGPD privacy
Standards references and best practices that guide the LakeX architecture. Determinism before intelligence — AI never in the critical protection path.
Applications
The same platform, in any critical vertical
Bioenergy · Ethanol & Sugar
Mills, boilers, fermentation and distillery under a single digital twin.
Oil & Gas · Offshore
Topside and subsea assets supervised from onshore.
Pulp & Paper
Kraft digester and recovery boiler under cognitive management.
Mining & Metals
Crushers, mills and conveyors under continuous observability.
Power · Generation & Transmission
Plants, substations and grid assets with failure prediction.
If your plant already generates data, it can have a LakeX digital twin.
Real case · production environment
See the full case
Get started
"The copilot detected a 78% probability of bearing failure on Mill 1 within 5 days, confirmed it via FFT and opened the work order in SAP PM — before the shutdown."
Maintenance operations · sugar-energy plant
R$ 401k in financial risk avoided (case estimate)
Let us give sight and autonomy to your most critical asset.
LakeX combines digital twins, end-to-end observability and autonomous AI agents to protect margins, people and the planet.