All packs

Manufacturing & Logistics

Warehouse Swarm Coordination

Fleets of AMRs picking, replenishing, and routing as one coordinated swarm — zero gridlock, optimal pick paths.

Independent AMRs deadlock at aisles, fight for the same lane, and idle waiting for tasks. Each vendor's robots speak their own language. Centertron coordinates the whole mixed fleet against one live World Model of the floor, optimizing pick paths and replenishment globally.

68 teams run this pack 37,944 runs / 30 days 92% auto-resolution

Expected outcome

Throughput up 20-35%. Deadlocks eliminated, idle time slashed, and every task allocated by the swarm planner.

Runs as a continuous outcome

A continuous throughput contract — units/hr held above target in real time, with Autopilot flagging deadlock or slowdown before it costs a shift.

Install this pack, then graduate it into a continuous outcome from My Workflows — it earns autonomy (shadow → assisted → autonomous) as it proves itself on real telemetry.

Hours saved / wk

60

FTEs freed

1.5

Monthly value

$21,000

Triggers

Wave / order released from WMS
ready
Slot drops below min — replenish
ready
Unit reports blocked / faulted
ready
Floor supervisor task injection
ready

Integrations

WMS / WES (Manhattan, Körber)

Read waves + confirm completions

Multi-vendor AMR fleet APIs (VDA5050)

Command mixed robot fleets

MES (optional)

Sync line-side replenishment

Slack / Teams (optional)

Floor exception alerts

Agent steps

3 credits / run
  1. 1

    Perceive

    Fuses every AMR's pose + the floor map into one shared World Model.

  2. 2

    Plan

    Optimizes pick paths + replenishment across the whole wave, not per-robot.

  3. 3

    Allocate

    Assigns tasks to the best-positioned unit; balances load across vendors.

  4. 4

    Coordinate

    Reserves lanes + intersections to prevent deadlock and congestion.

  5. 5

    Decide

    Reroutes around blockages and re-tasks faulted units automatically.

  6. 6

    Log

    Throughput, idle, and conflict metrics streamed to the Decision Log.

See it in action

State Transformation

A formal contract: what this pack converts, with explicit uncertainty bounds and verification criteria.

Initial state

Independent robots making local decisions, deadlocking and idling with no shared picture

Target state

Globally coordinated swarm where every task is optimally allocated and the floor stays deadlock-free

Invariants (must hold)

every unit pose knownlane reservations honoredtask assigned to ≤1 unit

Uncertainty bounds (max acceptable error)

max_deadlock_rate≤ 0.5%
max_misallocation≤ 2.0%

Verification: WMS completion confirmed + zero unresolved deadlocks + throughput target met

Domain ontology — entities & states

The vocabulary this pack reasons over. Each entity has its own state machine.

Task5 states
queuedallocatedin_progresscompletereassigned
Unit5 states
idlemovingpickingblockedcharging
Lane3 states
openreservedcongested

Relations

  • · Unit-executes-Task
  • · Unit-reserves-Lane
  • · Task-belongs-to-Wave

Audit & explainability

  • Per-wave throughput + idle-time breakdown by unit
  • Deadlock + congestion event timeline
  • Cross-vendor utilization fairness report

Pricing

~7× ROI — you keep ~85% of the value this pack creates. Priced at the market median, never as a race to the bottom.

Pilot

Prove the ROI on one bottleneck.

$3,150/mo

Onboarding · included free

  • 1 workflow deployment
  • Shadow + assisted run modes
  • White-glove setup call
  • Decision Log + audit export

Scale

Recommended

Run it as a continuous outcome.

$7,560/mo

Onboarding · included free

  • Up to 5 deployments
  • Autonomous mode (earned via self-grading)
  • Continuous SLA in the Outcome Console
  • Autopilot drift signals

Enterprise

Your operating model, contracted.

Custom

+ custom implementation

  • Unlimited deployments
  • Custom SLAs + integrations
  • Dedicated solutions engineer
  • SSO + compliance reviews
Talk to sales

Calculate my ROI

Drag the sliders. We'll email you a personalized report — no fluff, your numbers.

10 people
50

Hours/wk saved

60

FTEs freed

1.5

Monthly value

$21,000

$252,000/yr

We'll never sell your email. One report, no drip campaign.

Estimates use the same scaling formula sales reviews on the call. No marketing math.

Onboarding is included free — self-serve or white-glove

Pick Self-serve and our onboarding assistant walks you through connecting Gmail/Outlook/Slack/ERP, or choose White-glove and a Centertron specialist joins you for a live go-live call — both at no extra cost, live in <48 hours. Either way, the pack runs in your audit trail with every decision logged.

Talk to sales