The setting
's lets heavy mining trucks and equipment operate on their own at customer mine sites. It combines vehicle controls, sensors, computers and fleet software.
A green truck icon can outlive the vehicle connection it is meant to represent.
Mission continuity depends on retaining state, while safe dispatch depends on retiring state at the right moment.
Who you’d be doing this for
“We stopped hearing from Truck 42, but it stayed green long enough that dispatch asked if it was still hauling.”
Bernhard Hamilton · Mine Operations Manager · a character in this brief
Oversees autonomous haul truck availability and dispatch decisions at an active mine site.
What is at stake
Haul trucks stay green after telemetry stops, leaving operators unsure where to dispatch. You must weigh faster state expiry against preserving valid reconnects during active missions.
Why it isn’t already fixed
Every obvious fix costs something else. That’s the part you’d have to decide.
- mission continuity vs stale-state safety
- reconnect tolerance vs state freshness
- operator clarity vs alert noise
- platform resilience vs vehicle-side correction
Why Applied Intuition
Control Center connects autonomous haul trucks and mine operators, so stale vehicle state directly affects fleet coordination on active sites.
Written with these in mind
Not your kind of problem? 93 more at Applied Intuition, or browse every organization.
Where the organization context comes fromThe postings this brief was written from, and the reporting read before it.
The organization context comes from public information. The situation and characters are written for the brief.
Job postings it was written from
Public descriptions of the work at Applied Intuition. They are listed as sources, not as openings. The lines under a posting are its own words, where it meets this brief.
- Vehicle Controls - Technical Lead (opens in a new tab)
- Characterize the dynamics of customer vehicles across many embodiments — haul trucks, excavators, wheel loaders, dozers, and more — to create tailored controls solutions and close the gap between simulation and real-world behavior
- We work on a variety of different vehicle platforms: haul trucks, excavators, wheel loaders, dozers, and other heavy equipment across construction, mining, and agriculture.
- Software Engineer - Control Center (opens in a new tab)
- Architect, implement, scale, and maintain critical control center subsystems - from high-throughput telemetry ingestion to live asset state tracking and mission orchestration
- Control Center acts as the central nervous system for autonomous operations, handling everything from continuous telemetry ingestion and real-time digital twins to mission orchestration, safety-critical geofencing, and site-wide path planning.
- Software Engineer - Onboard Maps (opens in a new tab)
- Define the map trust contracts the planner builds against: confidence semantics, degraded-mode behavior, and the operating points that hold across vehicle programs
- Extend the loop offboard over time: aggregate divergence detections across fleet drive logs into map freshness and correction pipelines
- Software Engineer - C++ (opens in a new tab)
- Whether applying your experience to application-level onboard software in a modern C++ codebase powering on-road products or building systems that operate 200+ ton mining vehicles on deformable off-road terrain, you’ll play a key role in building the autonomy stack powering the next generation of intelligent vehicles.
- Mechatronics Integration Engineer, Vehicle OS (opens in a new tab)
This is the setup. The work is inside.
Running it puts you in the room: the full situation and its constraints, stakeholders who push back in their own words, and the decisions that are yours to make. What you produce becomes a Day One Plan — work you can show someone instead of describing.
Where similar work appears
Other live briefs connected to this one, and what connects them.
Similar problems at other organizations
Like this one, each of these turns on fixing one thing without breaking another.
Cell telemetry is arriving late enough that 14 minutes of state appeared stale during testing.
You must weigh a fast correction against the risk of changing a live control path.
Priority vehicle streams are resuming behind secondary views after brief reconnects.
You must weigh faster recovery against stable rate control for every active stream.
Healthy docks are being marked unavailable 8.4% of the time, forcing avoidable mission reroutes.
You must weigh a fast rollback against a durable correction to shared dock state.
The same setting, from another role
Each is set around Applied Intuition’s Mining Autonomy and Drive-by-Wire System, written for a different role. They’re separate briefs, not the same scenario.
Older haul trucks wait in the workshop for custom autonomy installations.
You must decide what belongs in a common module and what remains truck-specific.
One haul truck leaves autonomous service when dust reaches its lidar enclosure.
You must choose what gets installed across six trucks before drilling makes the retrofit hard to undo.
One autonomous haul truck loses position on rough loaded routes.
You must weigh a tougher installation against service access and repeatable calibration.
Other problems with a similar purpose
In each of these, as in this one, the aim is to build high-assurance systems where a consequential change's correctness can be demonstrated, not merely hoped for.
Rehearsals show the routing works, but recall of sources varies by 0.9% and provenance records are incomplete.
You have to weigh the contractual launch against how much you verify before each matter moves.
The old encrypted store retires on a fixed date, and 6.9% of historical artifacts still lack a source record and retention decision.
You have to weigh speed against proof that reports stay reproducible.
The residency commitment you signed forces a one-way split of event data, and 9% of derived datasets still lean on labels a machine guessed.
With six weeks left, you weigh completeness by region against keeping analytics intact.