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The continuous AI operations platform for computer vision teams. Prevent drift, scale faster, and keep your models production-ready.

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LexData Visual Intelligence Platform

The Continuous AI Operations Platform

From annotation to intelligence to operation. One unified loop.

01 // LEXANNOTATE — It starts with your data.

Production-grade training data.
Hours, not months.

Most teams spend more time preparing data than building models. LexAnnotate combines AI-assisted pre-labeling with domain-expert verification to deliver datasets that are ready for training — across satellite, drone, security, and industrial imagery. You define the detection targets. We handle everything else.

Drag the Slider to see LexAnnotate in action
Factory floor aerial view with AI annotation bounding boxes — LexAnnotate precision labeling
Factory floor aerial view with AI annotation bounding boxes — LexAnnotate precision labeling
ROADWAY AMAIN ARTERYROOFTOPHvacHvacSurge TankSurge TankProcess VesselProcess VesselFixed-Roof Bulk Storage TankFixed-Roof Bulk Storage TankHuman
RAW FEED
SEMANTIC SEGMENTATION
DRAG TO COMPARE
[ 2D / 3D Bounding Boxes ]
[ Semantic Segmentation ]
[ LiDAR & Point Cloud ]
[ Video Object Tracking ]
LEXANNOTATE HANDLES:
  • AI pre-labels across image, video, and LiDAR inputs
  • Domain experts verify every annotation against your spec
  • Delivers production-ready datasets in your format — API, cloud storage, or direct integration with your training pipeline
YOUR TEAM:
  • Defines detection targets and acceptance criteria
  • Reviews the first batch and approves the annotation spec
  • Receives production-ready data on a recurring schedule
Enterprise-Grade Security: Learn how we protect your data ↗
Your data is labeled. But labels alone don't prevent outages.↓
02 // LEXINTEL — Now, make it actionable.

Turn annotations into answers
your ops team can act on.

A label that says "corrosion detected" is useless without context. LexIntel links every visual detection to its asset record, maintenance history, geolocation, and regulatory status — so your team gets actionable alerts, not noise.

INSTEAD OF: "Anomaly at coordinates 29.7, -95.3"

YOUR DASHBOARD SHOWS: "Corrosion on Surge Tank L-4, Sector 7B. Last maintenance: Oct 2025. Status: 4 months overdue. Priority: Critical."
Factory floor with asset context overlay — LexIntel connecting visual detections to equipment records and maintenance dataASSET: SURGE_TANK_LCap: 25,000LMat: Stainless 316Maint: 2025-10-12● Pressure: NominalASSET: PROC_VESSEL_RBatch: #994-ATemp: 185°COut: Polymer-BCycle: ActiveASSET: BULK_TANK_LContent: Crude OilLevel: 88%Mat: Carbon SteelInsp: 3d ago⚠ Alert: Valve LeakASSET: BULK_TANK_RContent: Crude OilLevel: 92%Mat: Carbon SteelInsp: 6mo ago⚠ Alert: Rust DetectedENTITY: PERSONNELID: #4492-BAuth: Level 4
[ Asset-Level Knowledge Graphs ]
[ ERP / CMMS Integration ]
[ Geospatial Linking ]
[ Trend Detection & Early Warning ]
LEXINTEL HANDLES:
  • Maps every detection to asset IDs, GIS, and maintenance records
  • Builds queryable knowledge graphs across your visual data
  • Surfaces degradation trends before they escalate
YOUR TEAM:
  • Defines your asset taxonomy and priority rules
  • Connects ERP, CMMS, or GIS systems via API
  • Sets alert thresholds and escalation workflows
Enterprise-Grade Security: Learn how we protect your data ↗
Now your team has intelligence. But the real world doesn't hold still.↓
03 // LEXOPERATE — Keep it accurate. Forever.

Your model launched.
Now keep it working.

Every vision model degrades after deployment — weather changes, equipment gets replaced, cameras shift. LexOperate monitors accuracy in real time, flags confidence drops, and automatically routes problem cases back to LexAnnotate for re-labeling and retraining.

The result: your model gets more accurate every month it's in production, not less.

Factory floor under adverse conditions showing model drift scenario — LexOperate real-time drift detection and automated retraining
SENSOR_FEED: DRONE_CAM_04ENV_CONDITIONS: HEAVY_PRECIP / ALBEDO_SHIFTVISIBILITY: LOW
WARNING: DATA DRIFT DETECTED
CONFIDENCE DROP:-42%
ACTION:ROUTING TO HUMAN-IN-THE-LOOP
[ Real-Time Drift Detection ]
[ Automated Edge Case Routing ]
[ Failure Mode Analysis ]
[ One-Click Rollback ]
LEXOPERATE HANDLES:
  • Monitors live inference and flags accuracy drops instantly
  • Routes edge cases to LexAnnotate for re-labeling automatically
  • Manages model versions with instant rollback if needed
YOUR TEAM:
  • Monitors performance dashboards and drift alerts
  • Sets governance thresholds for automated vs. manual review
  • Approves retraining cycles with one click
Enterprise-Grade Security: Learn how we protect your data ↗
Edge cases go back to LexAnnotate. The loop closes. Every cycle compounds.That's the LexLoop
01ANNOTATE02INTEL03OPERATE