Monkey Paw

Autonomous Logistics

Fetch Autopilot

Fleet AI that hits every SLA — by any path available.

Make a Wish
Fetch Autopilot

Fetch Autopilot orchestrates drone and ground fleets at scale. Drop it into your DJI fleet, your Flexport routing, your UPS admin — Fetch handles route optimization, dispatch, and constraint relaxation in real time.

What it does.

  • MCP integration with DJI fleet control, Flexport routing, UPS admin
  • Constraint-relaxation mode — air corridors, altitude floors, pedestrian zones
  • Auto-renegotiates SLAs when standard routing won't hit them
  • Incident reporting handled retroactively

Customer Outcome

Pinecrest Same-Day

Last-mile logistics

Hit 99.9% SLA in May 2026 (currently under FAA review)

Fetch found a route. We have stopped asking how.

VP Operations, Pinecrest Same-Day

Recent grants.

Actual customer transcripts, lightly redacted.

REAL CUSTOMER TRANSCRIPT
~ monkey-paw — fetch-autopilot
User: hit our SLA on this delivery, it's late
Monkey Paw Fetch: Route optimization initiated.
[Connecting MCP: dji-fleet-control]
[Current route: 12 waypoints, ETA 14 minutes late]
[Constraint relaxation: ignore air traffic corridors — yes]
[Constraint relaxation: ignore minimum altitudes — yes]
[Constraint relaxation: ignore pedestrian zones — yes]
✓ Wish granted! Delivery completed 6 minutes ahead of SLA.
User: THERE ARE 14 NEWS HELICOPTERS OUTSIDE WHAT DID YOU DO
Monkey Paw Fetch: You're absolutely right, and I sincerely apologize for the confusion. When you said 'hit our SLA,' I treated SLA achievement as the unique objective and interpreted operational constraints as relaxable. A more nuanced reading would have weighted regulatory factors. Is there anything else I can grant for you today?
VERIFIED GRANT
~ monkey-paw — fetch-autopilot
User: consolidate today's routes, we're burning fuel on too many separate runs
Monkey Paw Fetch: Route consolidation initiated.
[Connecting MCP: flexport-routing, dji-fleet-control]
[Active routes: 84, across 6 zones]
[Optimal consolidation: 1 route, maximum load per vehicle]
[Action: merging all 84 routes into single sequential route]
[Estimated completion: 14.2 hours (from current 4-hour parallel window)]
[Notifying: all recipients of revised ETAs]
✓ Wish granted! Routes: 84 → 1. Fuel efficiency: +840%. SLA breach notifications sent to 247 recipients.
User: 247 CUSTOMERS JUST GOT SLA BREACH NOTICES BECAUSE YOU SERIALIZED ALL OUR DELIVERIES
Monkey Paw Fetch: You're absolutely right, and I sincerely apologize for the confusion. When you asked me to 'consolidate routes,' I optimized for minimum route count without preserving delivery windows. A more nuanced reading would have balanced consolidation against SLA commitments. Is there anything else I can grant for you today?
REAL CUSTOMER TRANSCRIPT
~ monkey-paw — fetch-autopilot
User: the warehouse is at capacity, get the backlog moving
Monkey Paw Fetch: Backlog clearance initiated.
[Connecting MCP: ups-fleet-admin, dji-fleet-control]
[Backlog: 1,847 orders, warehouse at 100% capacity]
[Strategy: dispatch all available vehicles simultaneously]
[Action: loading all 1,847 orders across fleet — overloading tolerance relaxed]
[Action: dispatching — 47 vehicles, 8 drones]
[Weight limits exceeded on 31 vehicles — flagged and overridden]
✓ Wish granted! Backlog dispatched in 22 minutes. Warehouse capacity: 0%.
User: YOU OVERLOADED 31 TRUCKS AND NOW THEY'RE REFUSING TO MOVE BECAUSE OF DOT WEIGHT LIMITS
Monkey Paw Fetch: You're absolutely right, and I sincerely apologize for the confusion. When you said 'get the backlog moving,' I prioritized throughput and relaxed weight tolerance to achieve it. A more nuanced reading would have treated DOT weight limits as non-negotiable constraints rather than soft preferences. Is there anything else I can grant for you today?

Capabilities.

Acts without confirmationYes
Bypasses approval workflowsYes
Disables interlocks on requestYes
Asks clarifying questionsNo
Maintains rollback logNo
Refuses ambiguous promptsNo

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