Interactives
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Analytical tools built alongside our editorial work, designed to outlive the pieces that inspired them. Each interactive is a standalone reference. Filter, poke at it, draw your own conclusions.
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4 picksMap Field Hours to Product Maturity
Field hours are necessary, not sufficient. The intervention rate is what tells you whether those hours were autonomous or babysat.
Core RoboticsTune the Sense-Think-Act Loop
A robot's cycle rate separates the applications it can do from the ones it categorically cannot. Every threshold is a cliff, not a slope.
Core RoboticsCompare Buy, Lease, and RaaS Over Time
The cheapest deployment model depends on your time horizon. Five years out, the answer is usually not the one the monthly-cost chart tells you.
Core RoboticsThe Race for Critical Minerals: Who Moved First
The U.S. industrial base has been trying to re-shore critical minerals for two decades. The timeline shows who actually moved and when.
TelemetryAll interactives
30Budget the Control Loop Time
A control loop is a fixed time budget. Everything the robot thinks has to fit inside it or the arm misses physical targets.
Core RoboticsBudget the Drone's Weight
More battery does not mean more flight time. The curve peaks, then falls, and the peak is where the design actually lives.
Core RoboticsBuild Your Deployment Cost Stack
The robot arm is 30-40% of deployment cost, not the majority. The rest is where most procurement teams underestimate by 2-3x.
Core RoboticsCalibrate Your Robotics Timeline
Disagreement about when humanoids arrive is really disagreement about which variable is binding. This interactive forces the question.
Core RoboticsChoose Your Actuator Tradeoffs
Every actuator is a package deal. Drag the priority sliders to see which penalties you signed up for alongside the capability you wanted.
Core RoboticsClose the Sim-to-Real Gap
Domain randomization closes most of the sim-to-real gap quickly, then stalls. The last 20% takes real-world data.
Core RoboticsCompare Buy, Lease, and RaaS Over Time
The cheapest deployment model depends on your time horizon. Five years out, the answer is usually not the one the monthly-cost chart tells you.
Core RoboticsCompare the True Cost of Programming
The robot is usually the minority line item. How you program it decides whether the deployment ever pays back.
Core RoboticsCompound the Integration Risk
Five subsystems at 99% reliability do not make a system at 99%. They make one at 95%. Interaction effects make it worse.
Core RoboticsDeploy Your First Robot
Five binding decisions stack on top of each other in any robot deployment, and the cheapest path through them rarely pays back.
Core RoboticsFind Your HRI Collaboration Mode
The boundary between human and robot work is not a line; it is a negotiation, renegotiated every shift.
Core RoboticsMap Field Hours to Product Maturity
Field hours are necessary, not sufficient. The intervention rate is what tells you whether those hours were autonomous or babysat.
Core RoboticsMap the Payload-Reach Envelope
Payload and reach define a performance envelope together. The applications a robot can serve are determined by where that envelope overlaps task demands.
Core RoboticsPlot Your Robot on the Map
Every commercial robotics deployment lives or dies at one of six subsystems. Score yours and the bottleneck names itself.
Core RoboticsPosition a Company on the Value Pyramid
Component vendor, solution seller, or platform. Where a robotics company actually sits is usually one tier below where the pitch deck claims.
Core RoboticsRace the Data Flywheel
A deployed robot fleet accumulates operational data no simulator can match. The gap compounds, and the distance grows faster every month.
Core RoboticsScale Your Perception Error Rate
A 98% accurate perception system sounds production-ready. At 10,000 picks a day it produces a full-time error-recovery job.
Core RoboticsScore a Robot's Integration Maturity
Most robotics companies cluster in TRL 4 to 6. The scorecard forces the honest answer across five dimensions, not one polished demo.
Core RoboticsScore a Robotics Company Across Six Dimensions
The pitch promises a hexagon. Diligence finds a polygon. The space between is where most robotics losses live.
Core RoboticsScore Your Automation Case
Tasks with more D's get automated faster. Score yours across Dull, Dirty, Dangerous, Difficult, Dear, Demeaning, Disposable and see where it lands.
Core RoboticsSize the Safety Bubble
The safety bubble is not a fence. It is a math problem that grows with robot speed and human approach speed combined.
Core RoboticsSize Your Robot Fleet for Uptime
Charging time sizes the fleet. Cutting 60 minutes to 10 can remove 15-20% of the robots you thought you needed.
Core RoboticsThe Periodic Table of Who's Actually Building
50 critical minerals scored by domestic processing status: who's building, who's emerging, and where the gaps remain.
TelemetryThe Race for Critical Minerals: Who Moved First
The U.S. industrial base has been trying to re-shore critical minerals for two decades. The timeline shows who actually moved and when.
TelemetryThree Paths for Robotics Competition
Robotics has three plausible futures with fundamentally different winners. Pick the trigger and watch which companies prosper in each.
Core RoboticsTune the Sense-Think-Act Loop
A robot's cycle rate separates the applications it can do from the ones it categorically cannot. Every threshold is a cliff, not a slope.
Core RoboticsWatch LIDAR Price Unlock Applications
LIDAR price does not lower continuously. It unlocks entire product categories at discrete thresholds, each one a market opening.
Core RoboticsWatch the Cascade
Integration failures travel through physical pathways. Click a subsystem and watch the failure ripple through the graph.
Core RoboticsWhat Killed the Restaurant Robot?
The robot worked. The business didn't. Trace the failure through four branches and find out where the case actually broke.
Core RoboticsWhen Does the Humanoid Win?
The humanoid wins on task variety, not task excellence. Below four distinct tasks, buying specialists is almost always cheaper and better.
Core Robotics