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The claims AI that knows when it doesn't know, the adversarial debate and calibrated confidence for insurance claims triage.
GhostPulse IR Copilot turns raw security alerts into MITRE ATT&CK-mapped, AI-reasoned incident reports with recommended actions — ready for ticketing in seconds, not hours
Evidence-first AI that routes civic and legal problems to verified official processes, checks missing evidence, and builds a human-confirmed action packet.
AI Teacher doesn’t just give answers—it identifies why students are wrong, re-teaches misconceptions with new explanations, and remembers their learning gaps to personalize future lessons.
Teach 3 AI Pupils who don't get it yet. Their confusion shows where your explanation broke. Built with: Next.js 16, React 19, Gemini, SSE, Upstash Redis, Vercel, Groq
Rivulet tells a city how far to trust each citizen report on an urban stream, and where to look next. FHIR-ready for the OneAquaHealth guide.
Text it once and the AI makes the real phone call to book your doctor's appointment or broadcasting accouchements, so you never have to sit on hold again.
A voice for people with aphasia. Relay hears the broken fragments they can get out, offers the sentence they meant, speaks it, and acts on it: a message, a call, a reminder, an alarm.
Orville turns one messy support report into a finished handoff. A Strands agent picks the matching GitHub issue, then guarded operations post a linked Trello follow-up and a Discord update.
You talk. Aven keeps the team in sync.
An AI agent that drafts proposals, chases quiet leads, and reminds clients about overdue invoices .. so solo freelancers stop losing income to admin work they forgot to do.
Revia is an intelligent information memory agent that understands, organizes, and remembers the useful resources you save online.
One founder. An AI organization. Ten person operating capacity.
CALL-E voice agents phone every nearby pharmacy or blood bank at once, find what's actually in stock, and hold it for you.
The meeting assistant that takes the notes for you.
"VentureLens turns one startup idea into a full due-diligence report — market, competitors, risk & verdict — via 6 AI agents built on AWS Strands SDK."
Memor gives AI a sense of time. It fixes memory drift by tracking exactly when facts become true, change, or expire, ensuring context stays perfectly up-to-date.
Less Paperwork. More meals
Ringback is a callback-first front door for admin and different university offices. Students leave a question, an AI agent calls back and resolves it.
A multi-agent AI system that inspects photos of medicine strips to flag counterfeit packaging and expired stock, ensuring patient safety.
The supply-chain agent that only interrupts you with a decision.
The AI that reads the fine print you don't have time to — and never lets a quiet contradiction slip through.
Foyer is an AI agent that runs the front desk for a small nonprofit that cannot staff one. It answers the questions the community asks often, and it notices the donors who quietly stopped giving.
