Five problems.
Five AI product systems you can inspect.
These cases are written so a founder, recruiter, engineer, operator—or someone with no product-management vocabulary—can follow what the problem is, how Rika reasons through it, where similar problems differ, how the system works, what fails, what evidence is real versus simulated, and what the user actually experiences end to end. The goal is not “five polished concepts.” The goal is to make my product judgment transferable to a client's next messy problem.
FleetMind AI Agent
Imagine your salary or incentive looks lower than expected. You do not want a chatbot to reassure you; you want it to check the records, explain the rule, and involve a person when the evidence is risky.
OPEN THE PRODUCT DECISION RECORD ↗02 / 05 · Commerce exception intelligenceOrderSense AI
Think of an online order touching payment, inventory, warehouse, carrier and billing systems. If one piece breaks, a person currently has to connect the clues. OrderSense is the layer that detects the mismatch, explains the cause, recommends recovery and checks that the fix really worked.
OPEN THE PRODUCT DECISION RECORD ↗03 / 05 · Travel disruption recoveryGuardianAI
A delayed flight can break a connection, hotel arrival, airport transfer and budget at the same time. Guardian watches the trip, finds safe alternatives, asks before consequential changes, and keeps monitoring after the recovery.
OPEN THE PRODUCT DECISION RECORD ↗04 / 05 · Feasible journey planningAI Travel Planner
Anyone can generate a list of attractions. The harder job is making the days actually work together — travel time, opening hours, budget, pace, weather and the things you refuse to give up.
OPEN THE PRODUCT DECISION RECORD ↗05 / 05 · Departure intelligenceCruizGo
You know where work is. You know Google Maps can navigate. The repeated uncertainty is whether leaving at 8:05 versus 8:18 changes the entire commute. CruizGo turns an arrival commitment into a departure window and keeps updating it.
OPEN THE PRODUCT DECISION RECORD ↗