MASSIF

AI for the world we see.

MASSIF

The Worksite OS.

Where humans, agents and machines work as one.

Massif connects human intent to enterprise systems and machines—so work can move seamlessly from question to physical action.

Discuss a deployment
DIGITAL TWIN / STOCKYARD 04PLAN REV 119
OPTIMIZING / NOMINAL
ARRIVAL + DISPATCH QUEUE3 OPEN / 2 ACTIVE
  1. 01COIL_318TRUCK 44 / ETA 04:12PRIORITY
  2. 02SLAB_072RAIL 03 / ETA 11:40RESEQUENCED
  3. 03BATCH_044STORAGE B12DISPATCH
AI STORAGE PLAN / SHIFT 02Optimize location assignment and crane dispatch DIGITAL TWIN SYNCHRONIZED / 24 LOCATIONS MODELED
ARRIVAL UPDATE / 14:21:08RAIL_03 +08 MINBAY_12 REASSIGNED / CRANE_04 SEQUENCE ADVANCED
EXISTING PLANNING SYSTEMORDERS / INVENTORY / ARRIVAL ETA SYNCED 14:21:09
NEXT CRANE_04 → COIL_318 → BAY_B12LOCATION PLAN 24 / OPTIMIZEDCONSTRAINTS 17 / CLEARPLANNING SYSTEM SYNCED
01 / Operating layer

One system.
Digital and physical.

Industrial work is split across people, data, software, and machines. Massif makes them one addressable system—grounded in the state of the operation.

Ask a question.

Give an instruction.

Trigger a workflow.

Move a machine.

02 / Closed loop

From intent
to action.

A continuous intelligence loop for environments where decisions have physical consequences.

  1. 01

    Understand

    Turn language, events, and operational context into a shared picture of the real world.

  2. 02

    Reason

    Coordinate specialist agents against live constraints, rules, and enterprise knowledge.

  3. 03

    Act

    Move through software and control systems to execute work safely in the physical operation.

  4. 04

    Learn

    Observe outcomes, retain operational memory, and improve every subsequent decision.

SYSTEM ARCHITECTURE / LIVE
INPUTHuman intent
OPERATING LAYERMASSIFContext · Policy · Orchestration
Agents
Enterprise software
Machines
OUTPUTPhysical action
LANGUAGEREASONINGSOFTWAREMACHINEWORLD
03 / Physical enterprise

Built for the
physical enterprise.

For operations measured in throughput, uptime, distance, energy, and time—not clicks.

Production · Material handling · Logistics ·Maintenance · Industrial automation

01 / 03

Autonomous stockyards

Coordinate inventory, equipment, and movement plans against live yard state.

STOCK → ROUTE → PLACE
02 / 03

Machine orchestration

Translate operational goals into safe, sequenced work across mixed fleets.

GOAL → CONSTRAINT → MOTION
03 / 03

ERP-to-factory workflows

Close the gap between an enterprise event and the work executed on the floor.

ORDER → PLAN → EXECUTE
04 / Forward deployed

We deploy
with you.

Massif engineers work inside the operation—with the people who run it. We ship against reality, not a slide deck.

  1. 01

    Start narrow

    Choose one consequential workflow with a clear operational owner.

  2. 02

    Prove value

    Deploy into the real environment and measure the result in production.

  3. 03

    Expand

    Carry the intelligence layer across adjacent workflows, assets, and sites.

05 / BeginIndustrial intelligence, deployed.

Intelligence shouldn’t
stop at the screen.

Discuss a deployment