Research spine

Event truth, market signals, and vertical depth in one place.

Last checked: June 26, 2026. External facts should be refreshed before final submission or partner-facing claims.

Method

How the idea board was built.

The workflow connects AABW rules, source-backed market research, and local domain topics.

Read the rules

Started from the local AABW notes, scoring sheet, and existing solo-travel pitch draft.

Search the market

Used Composio for YouTube and web research on agent startups, vertical agents, and hackathon demo patterns.

Load domain depth

Pulled local knowledge topics for aviation, QSR, VNG games, retail, fintech, real estate, claims, robotics, and LLM ops.

Score for Demo Day

Ranked every idea by working wedge, market scale, subjective conviction, differentiation, and 5-day feasibility.

Evidence board

Research inputs behind the ideas.

These sources feed idea scoring, market audits, and the education/gaming/tourism alignment lanes.

Local docs

AABW event notes

Tracks map to named enterprise partners; strongest projects should imply real deployment conversations after Demo Day.

docs/event/agentic-ai-build-week-notes.md

Local docs

AABW scoring criteria

Market scale carries 50% of the score, but a working demo path is mandatory and slides-only ideas collapse.

docs/event/scoring-criteria.md

Local docs

Solo travel agent pitch outline

The strongest consumer concept combines agentic NPCs, live data, itinerary generation, and a visually distinctive share loop.

docs/submission/solo-travel-agent-pitch-deck-outline.md

Composio web

AI Agent Startup Ideas 2026

2026 agent startups need vertical workflow ownership, proprietary data, and measurable financial outcomes.

Preuve AI

Composio YouTube

AI Agents, Clearly Explained

AABW pitches should show agents as goal-directed systems with tools, memory, and guardrails, not as chatbots.

Jeff Su

Knowledge topic

Aviation, QSR, VNG, PhongVu, Shinhan, Galaxy, Guardian, physical AI topics

Local knowledge topics identify evaluator-specific wedges that can be built in five days and shown with measurable lift.

~/.agents/topics

Composio web

Agentic AI in healthcare 2026

Healthcare agent opportunities cluster around revenue-cycle, prior-authorization, claims, and administrative workflows.

Information Matters

Composio web

AI for autonomous ecommerce operations

Commerce operators are moving from single-step automations toward agents that coordinate replenishment, fulfillment, pricing, and exceptions.

Accio

Composio web

AI for education 2026

Education agents are strongest when they improve tutoring, assessment, admin work, or workforce learning instead of dumping generic content.

AI Agent Rank

Composio web

Gaming and LiveOps AI buyer guide

Gaming AI buyers need trust checks, deterministic evaluation paths, and player-safe LiveOps or moderation workflows.

Armalo AI

Composio web

B2A tourism and agentic travel

Tourism is moving toward business-to-AI distribution where hotels, venues, and travel operators expose agent-readable inventory and services.

InfosTourisme