
AITX Houston Hackathon
The first-ever AITX Community Hackathon in Houston. Three tracks: Houston Open Data, Agents, and Most Commercializable — built in a single day by solo hackers and teams of up to four.

Supabase is the easy-to-use, open-source managed Postgres with integrated backend services. It is an all-in-one suite with Database, Auth, Storage, Edge Functions, Realtime, and Vector search. Use one or all. Build in a weekend. Scale to millions.
Featherless is the serverless inference platform for open-source AI. One API key gives you instant access to 40,000+ Hugging Face models with no setup, no hosting, and flat-rate pricing with unlimited tokens. Run any trending open model the day it drops, scale to 256K context and dedicated H100/B200 GPUs when you need them. From prototype to production, without the surprises.
Winners
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One winner per track, picked by the judges.
Agentic Loupes - LoupeIn
Dental records store everything and surface nothing.
View projectChemX
Distillation column design engine, agent takes distillation column operation constraints and finds operating conditions, the operating conditions are then matched to real world item required to construct the physical…
View projectAutonomous and multi-agent systems that plan, act, and check their own work.
Alpaca - Precedent (Other lives. A little perspective.)
Precedent is a decision council grounded in real stories. You describe a decision, and it scrapes real firsthand accounts from Reddit and the web. It groups those accounts into cohorts, has AI…
Trash Panda & CurbFusion
Houston publishes hundreds of datasets that touch a curb — parcels, 311 calls, garbage pickup days, traffic counts, flood zones, bus stops — and none of them answers a question on its own. Planners,…
Oasis
AI powered newsroom to support local news outlets
TEAM NETT
NETT is an agentic clearing network for cross-border payment operators. Today, payment companies often settle transactions one at a time, even when thousands of payments moving in opposite…
Kappa One -- Relay
Automated reception and market research AI agent platform for local business owners
FailSafe
FailSafe builds automated security systems that test applications exactly like an advanced human attacker. The core platform coordinates a fleet of autonomous software agents to continuously scan,…
Axis
Axis provides kernel-enforced, function-level locking for multi-agent development teams. By utilizing root-level OS permissions (chflags schg on macOS and chattr +i on Linux), it prevents…
Agentic Loupes - LoupeIn
Problem. Dental records store everything and surface nothing. A documented allergy, an active anticoagulant, a note reading "patient reports stopping Warfarin," an unreviewed radiograph — all on…
Projects built on public data from the City of Houston and its civic partners.
Property Case Investigator
Property Case Investigator is a full-stack, AI-powered due diligence platform designed to audit and analyze historical municipal code-enforcement records and building permits for real estate…
TakeMeTo
TakeMeTo: Google Maps for industrial facilities. Google Maps stops at the plant gate. Inside a refinery, finding a valve still means plot plans, tribal knowledge, and an escort. Contract inspectors…
Someone's Houston
People hesitate to move to Houston. They've heard about the floods. They've heard about crime. And the answer they get is a glossy city guide that mentions neither. So the candidate Googles it at…
Products with a clear buyer and a credible path to revenue.
ChemX
Distillation column design engine, agent takes distillation column operation constraints and finds operating conditions, the operating conditions are then matched to real world item required to…
Forvi
Forvi is the AI humanizer for websites.
DroneBench - Rl Environment for In Silico Drone Engineering
The problem Drone teams design in CAD, then build a prototype to find out if it flies. Simulation is the alternative, but a proper run takes days to set up, so teams do it a few times per program…