Now deploying agents across 5 industrial verticals

The data foundry for industrial AI agents.

Revor designs, deploys and operates production-grade AI agents — built for the operators of the physical and digital economy.

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0Agents in production
0KTasks automated daily
0.7%Production uptime
revor.io · agent · orchestratorLIVE
Active agents
142
↑ +18 this week
Tasks completed
38.2K
↑ +12.4%
Time saved
9,420 h
↑ +22%
12:04:21OKsteel-watch-01 → pressure normalized 47.2 PSI
12:04:18INFedge-fleet-agent → predicted bearing failure on AHU-204
12:04:11WRNpharma-trial-04 → flagged compound C-7193
Trusted by category leaders across 5 industries
NORTHSTAR STEEL● VECTRA PHARMA● ATLAS PROPERTIES● HELIX LABS● FORGE MFG● CIPHER CODE● METRO REALTY● IRONWORKS CO● QUANTUM DEV● NORTHSTAR STEEL● VECTRA PHARMA● ATLAS PROPERTIES● HELIX LABS● FORGE MFG● CIPHER CODE●

Agents that think. Systems that learn. Outcomes that compound.

THE FOUNDRY

From raw signal
to autonomous action.

01

Capture

Stream operational data, telemetry and human expertise into one curated foundry.

02

Curate

Domain experts label, score and reinforce the signals that actually drive your KPIs.

03

Train

Custom-tuned models with retrieval, reasoning and tool use evaluated against your reality.

04

Deploy

Production-grade agents shipped with observability, guardrails and continuous improvement.

01CAPTURE
CAPABILITIES

Built like a product.
Operated like infrastructure.

Six surfaces. One agent fabric. Engineered for the operators of the physical and digital economy.

FEATURED · REASONING ENGINE

Multi-step reasoning that handles your edge cases

Plan → Retrieve → Reason → Act loops with deterministic guardrails, human-in-the-loop checkpoints, and continuous evaluation against your domain ground truth.

EVAL

Continuous evaluation harness

Every release scored across 1000+ scenarios.

OPS

24/7 agent observability

Tracing, alerting, replay across every step.

SCALE

From pilot to portfolio

One agent today. Hundreds in production.

CONSOLE

Operator-grade UI

Approve, override, replay — humans in command.

VERTICAL AGENTS

Five industries. One foundry.

01
IoT & Edge

From device signal to decision.

Edge-aware agents that ingest billions of telemetry events, reason on the wire, and act on hardware in milliseconds.

  • Telemetry anomaly & drift detection
  • Edge inference on ARM, Jetson & Coral
  • Predictive maintenance across fleets
  • Digital twin copilot & OTA orchestration
Explore SignalGrid™ →
02
Steel & Metals

Furnace-grade reliability. Algorithmic precision.

Vision and time-series agents trained on furnace, mill and yard data — predicting failure before it costs you a shift.

  • Furnace optimization & energy reduction
  • Predictive maintenance on rolling mills
  • Defect & surface vision inspection
  • Yield & scrap-rate optimization
Explore SteelWatch™ →
03
Pharmacy & Life Sciences

Compress discovery. Compound trust.

Agents that traverse molecules, trials and regulators — with traceable reasoning every regulator can audit.

  • Molecule discovery & property prediction
  • Trial design & cohort intelligence
  • Regulatory & CMC documentation
  • Pharmacovigilance signal detection
Explore MoleculeIQ™ →
04
Real Estate

From signal to signed deal.

Agents that source, value and operate property portfolios — turning data exhaust into measurable alpha.

  • Off-market deal sourcing & scoring
  • AVM & rent-roll intelligence
  • Tenant communication & ops copilot
  • Underwriting & IC memo generation
Explore PropertyPulse™ →
05
Manufacturing

Every shopfloor, a thinking system.

Vision, planning and copilot agents that lift OEE quarter over quarter — without ripping out your MES.

  • OEE optimization & line balancing
  • Defect detection at line speed
  • Shopfloor copilot for operators
  • Energy & throughput planning agent
Explore FactoryOS™ →
CUSTOMER IMPACT

Numbers that compound.

Across 5 verticals and 142 production agents, Revor customers ship faster, save more, and operate with confidence.

0%
Avg. workflow throughput improvement
0%
Reduction in operational overhead
$0M
Annual savings across portfolio
0wk
Median time to first agent in production

"Revor stood up our PR review and on-call agents in under a month. We've shipped 40% more without compromising quality."

Maya ChenVP Engineering, Cipher Code

"They speak our language. SteelWatch saved a full shift of unplanned downtime in its first month — and pays for itself weekly."

Anders HolmCOO, Northstar Steel

"From discovery to deployment in 8 weeks. The eval rigor is what convinced our compliance team."

HOW WE WORK

Four phases. One outcome.

A repeatable engagement model honed across dozens of production deployments.

01

Discover

Workflow mapping, value sizing and feasibility — typically 2 weeks.

  • Stakeholder interviews
  • Data audit
  • Risk & ROI model
02

Design

Architecture, evaluation harness and pilot scope — co-built with your team.

  • Agent system design
  • Eval suite
  • Pilot KPIs
03

Deploy

Production-grade rollout with observability, guardrails and human handoff.

  • Cloud / on-prem deploy
  • Tracing & alerting
  • Operator training
04

Operate

Continuous improvement — agents that get measurably better every quarter.

  • Weekly evals
  • Fine-tuning
  • New capability releases
GET STARTED

Ready to deploy your first agent?

Tell us about your workflow. We'll come back with a 30-minute scoping call and a concrete value estimate within 48 hours.

  • ✓30-minute discovery call
  • ✓Custom value & feasibility brief
  • ✓No-cost pilot scoping