Read the rules
Started from the local AABW notes, scoring sheet, and existing solo-travel pitch draft.
Research spine
Last checked: June 26, 2026. External facts should be refreshed before final submission or partner-facing claims.
Method
The workflow connects AABW rules, source-backed market research, and local domain topics.
Started from the local AABW notes, scoring sheet, and existing solo-travel pitch draft.
Used Composio for YouTube and web research on agent startups, vertical agents, and hackathon demo patterns.
Pulled local knowledge topics for aviation, QSR, VNG games, retail, fintech, real estate, claims, robotics, and LLM ops.
Ranked every idea by working wedge, market scale, subjective conviction, differentiation, and 5-day feasibility.
Evidence board
These sources feed idea scoring, market audits, and the education/gaming/tourism alignment lanes.
Tracks map to named enterprise partners; strongest projects should imply real deployment conversations after Demo Day.
docs/event/agentic-ai-build-week-notes.md
Market scale carries 50% of the score, but a working demo path is mandatory and slides-only ideas collapse.
docs/event/scoring-criteria.md
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
2026 agent startups need vertical workflow ownership, proprietary data, and measurable financial outcomes.
Preuve AI
Airline agentic AI opportunities cluster around booking changes, disruption handling, and operational planning.
Amadeus
Airline production agents need governed workflow execution rather than generic chat.
Accelya + AWS
Enterprise workflow agents and workflow automation agents are crowded categories, so vertical edge matters.
VC Maps
Hackathon judges reward visible autonomy, tool use, structured outputs, and graceful failure handling.
Reskilll

Composio YouTube search surfaced business demand around concrete workflow automation rather than generic assistants.
Nate Herk | AI Automation

Automation ideas become demoable when the agent visibly coordinates data sources, actions, and exception paths.
Jono Catliff

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

Winner-review videos reinforced that demo clarity and end-to-end working paths matter more than broad claims.
Cole Medin
Local knowledge topics identify evaluator-specific wedges that can be built in five days and shown with measurable lift.
~/.agents/topics
The strongest agent markets are vertical, workflow-specific, and increasingly crowded where vendors cannot show a durable wedge.
AgentMarketCap
Regulated enterprise buyers care about auditability, policy controls, and human approval paths before agent autonomy.
AgentMode AI
Healthcare agent opportunities cluster around revenue-cycle, prior-authorization, claims, and administrative workflows.
Information Matters
AP automation is mature enough that a Build Week idea needs mismatch explanation, dispute workflow, or vertical data as the edge.
Forrester
Commerce operators are moving from single-step automations toward agents that coordinate replenishment, fulfillment, pricing, and exceptions.
Accio
Scope 3 reporting is an evidence-quality problem, not only a carbon-accounting UI problem.
Supply and Demand Chain Executive
Education agents are strongest when they improve tutoring, assessment, admin work, or workforce learning instead of dumping generic content.
AI Agent Rank
Gaming AI buyers need trust checks, deterministic evaluation paths, and player-safe LiveOps or moderation workflows.
Armalo AI
Tourism is moving toward business-to-AI distribution where hotels, venues, and travel operators expose agent-readable inventory and services.
InfosTourisme
Travel agents are compressing discovery, planning, booking, and logistics into one conversational workflow.
Nomad Lawyer