Peace, justice and institutions.

Speed humanitarian response to rising conflict-related needs

Build an agent that tracks rising needs and population moves and recommends where to send help first, so aid isn't too little or too late.

Right-size humanitarian aid to changing local needs

Build an agent that recalibrates aid amounts from live local need and service availability, so communities don't get the wrong amount because assessments lagged.

Surface early conflict signs from scattered community reports

Build an agent that stitches scattered incidents and grievances into early warning, so authorities don't miss conflict until it blows up.

Keep humanitarian aid routes safe amid rapid change

Build an agent that watches roads, hazards, and movements and flags safer routing, so aid routes don't go blind when conditions flip fast.

Connect displaced people to essential services across agencies

Build an agent that links registration, location, and available services across orgs and shows the next service step, so displaced people don't fall between systems.

Give courts timely visibility into case status and workload

Build an agent that surfaces case status and workload for judges and staff in time to act, so cases don't stall for lack of a shared picture.

Guide people to legal help they are eligible for

Build an agent that matches someone's situation to legal help they qualify for and the next contact step, so eligibility maze doesn't block help.

Show whether public policies are working across agencies

Build an agent that pulls implementation results across agencies into one "working / not / unknown" view, so institutions aren't flying blind on policy results.

Flag unusual decisions across millions of public transactions

Build an agent that spots odd decisions in huge transaction streams and explains why they look unusual, so admin errors don't hide in volume.

Show citizens how public decisions affect them

Build an agent that turns scattered government info into a plain "what this means for you" brief, so citizens can see how decisions land on their life.

Connect public service complaints to faster outcomes

Build an agent that links complaints, requests, and outcomes and pushes the stuck ones, so people don't wait longer because agencies can't connect the dots.