1st Place
CrossBeam
CrossBeam tackles California's ADU permit crisis.
legalvisionagents
Mike Brown
AI lab hackathons, 2025 to now
What got built, and what won.
Every submission from hackathons run by Anthropic, OpenAI, Google, Meta and the other big labs, with the winners marked and the code linked.
- projects
- 31,980
- hackathons
- 93
- award winners
- 585
- inferred from GitHub
- 433
Grafana Labs - 1st Place
The Media Customs
The Media Customs clears your commercial for markets before it airs. A Google Agent watches it with you, judges it against each country's law, cites the statute, and re-renders the shots that fail.
legalvision
1st Place
Primeiro Contrato
Uma plataforma de inteligência artificial que ajuda pequenas empresas a participar de licitações públicas com mais facilidade, segurança e eficiência.
legalproductivity
Pedro Burgos, Guilherme Biolchi, Brendon Rodrigues +1
Parallel - 1st Place
CurrentCut
The overnight AI edit desk for factual TV. Hand over the night's rushes; wake up to a first cut whose every factual line names the source it was checked against, or says why it has none.
legalagents
Masakazu Tanaka
1st Place
AI Tender Assistant
AI Tender Assistant is a web app that helps teams decide whether to bid on a tender and then generate a first-pass response package faster.
legalproductivity
Alex Owens
2nd Place
ForenSight AI
ForenSight AI is a multimodal “AI detective” that lets you upload scene photos, videos, audio clips, and witness statements - and instantly generates a unified, AI-reasoned reconstruction of what likely happened.
legalvision
Dhruv Jena, Aadhith Rajinikanth, Rohan Dash +1
Elastic - 2nd Place
BLUEPRINT: AI Property Due Diligence
Seven AI agents read public records on any US address, permits, flood zones, EPA data, then run an adversarial AI debate before delivering a buyer risk score. Powered by Elastic Agent Builder MCP.
financelegal
Ujwal Suresh Vanjare, Arpita Madhukar Kalburgi
Parallel - 2nd Place
Consentinel
Consentinel: one registry, two directions hunting unauthorized AI clones of performers worldwide in five languages, clearing studio deliveries before ship. AI finds evidence; humans decide.
legalagentssecurity
Prachit Tupe, Vedant Devkar, Swara Vedak
2nd place
TICIAN Cierre
Recovers VAT credits for Mexican businesses: processes CFDI, assembles the SAT file, and submits every close to a Vertex AI auditor that approves or rejects it with its reasons.
financelegal
Jose Edgar Peña Ramírez
Arize - 2nd Place
ComplianceOS
A compliance agent that audits your code against real law, writes the fixes, and reads its own Phoenix traces through MCP to get better after every scan.
legalsecuritydev tools
Bhupen Sai Bandi, Aryaman Mishra
Fivetran Challenge: Second Place
DocuLytics
An Intelligent Analytics Tool which generates complex Insights from Docusign E-Signature API data.
legalproductivity
Arpit Khatri, AARYA WADHWANI
IBM - 3rd Place
HOLD
Watch HOLD reduce paid waiting in a film schedule, inspect modeled child-performer limits with citations, and re-solve after a confirmed change.
productivitylegal
Stephen Sookra, Khadim Drame
3rd Place
ClauseCloud by Cloud
AI-Powered Contract Intelligence in Seconds: Transform 8 hours of legal review into 8 seconds with Claude-powered contract analysis, risk assessment, and intelligent recommendations.
legalproductivity
Adonai Kidane, Daniil Miscenco
Best Multimodal UX
Overturn
Seven agents that appeal wrongful insurance denials on their own: they cite the payer's own policy, verify every citation before a human sees it, and keep escalating for weeks unasked.
healthlegalagents
4th place
LaunchBridge
AI tool that takes you from a business idea to actually having an LLC, EIN, website, and payments set up, all within a single platform in under 72 hours, in the state of Virginia.
legalfinance
Chase Rosen, Bryan Eckle, Leo Fall
API Credits + Cash
OpenComment
Giving everyday citizens the same influence as corporate lobbyists by turning dense federal regulations into actionable, personalized public comments.
legaleducation
Chetan Maviti, Anurag Perakalapudi, Tanush Kallem
Claude Merch
Sublet Goose
An AI-powered legal advocate that audits Ontario sublet leases to detect illegal clauses and generate immediate negotiation scripts, specifically for University of Waterloo Students
legal
Shan Diamond Louis
Claude Merch
Parliment Watch
Most Canadians are not informed on the many bills being debated in parliament. Parliament Watch helps solve this. We use AI to summarize bills, suggest bills track and find your MP's contact.
legaleducation
Graydon Power, Shilo Jeyarajasingam
20 Category Winners
Canibuild
Know What's Possible Instantly
legalproductivity
Canibuild D
Community Favorite
Construction and city planning - Sofia, Bulgaria
This maps is showing in fine detail how Sofia, Bulgaria would look like should all requested construction is fulfilled. It goes beyond the dry paperwork and allows you to look outside your window.
legal
Boyan Yurukov
Finalist
Endavans
Our project is an AI-powered travel insurance claim processing platform that automates the full claims journey from document intake to final decision.
financelegalagents
Bogdan Groza, Alexandru Cinipa, Alexandru Pestritu
Finalist
Please Pass
Please Pass: AI-powered Singapore building code compliance checking inside Autodesk Revit.
legalagents
Adib Zailan
Finalist
Clear Witness
Clear Witness is an AI-powered forensic reconstruction suite designed to aid law enforcement and investigators in regions where digital surveillance (CCTV) is scarce.
legalvision
Petros Hong
Pasal.id
Checkoutt the launch thread!
legalagents
Ilham Firdausi Putra
One Door
One Door is an AI benefits advocate for Californians who qualify for help but get stopped by confusing rules, language barriers, documents, and phone calls.
financelegal
Siv Sambasivam, Aza Ali, Teresa Chen
MasterBorder
MasterBorder turns a product description and a list of destination markets into a country-by-country cross-border trade compliance report in roughly 60 seconds.
legalfinance
Seckin Sefa DURASI
Case Nexus
Case Nexus is an AI-powered caseload intelligence platform built for Georgia public defenders who manage hundreds of active cases.
legal
Eli Benveniste
LexHarmoni
LexHarmoni is a stress-test harness for legal drafting — the same discipline software engineers apply when they test code in staging before shipping to production, applied to Indonesian financial services regulations (PO
legal
Ziffany Firdinal
Regula
Regula is a self-driving NIS2 compliance audit on Claude Opus 4.7.
securitylegal
Maciek Lagwa
Quixoticals
~$8B/yr in U.S.
legalvision
Muhammad Mufeez
Samy metref
Prior Auth in the Healthcare industry
healthlegal
Metref Samy
EquiLaw
EquiLaw is an AI-powered legal agent that combats wage theft in South Korea by fully automating the complex labor complaint process for vulnerable workers.
legal
Youngmin Ko
AuditaTeam
Audita é uma plataforma local-first de apoio à revisão de receitas monofásicas de PIS/Cofins para empresas do Simples Nacional.
financelegal
Barbara Drummond, Daniel Jesus, Emerson Menezes +1
iy3r
SEBI's CSCRF mandates cybersecurity compliance for every regulated entity in India's securities market.
securitylegal
Vashistha Iyer
Brendan from Boston
Every year, 1.5 billion people cross international borders, yet 1 in 4 visa applications is refused due to preventable errors like incomplete forms or contradictions.
legalagents
Brendan Erhard
Elioz's Team
End-to-end pipeline that converts government regulation documents (PDF/HTML) into working compliance software.
legaldev tools
Infrastructure Catalyst
As a licensed Professional Civil Engineer and PMP, I built ICelerate because communication, not engineering, is the bottleneck killing infrastructure projects.
productivitylegal
ezFile
The purpose was to help people who are single, don't have kids, don't own a house file taxes simply.
financelegal
Kairi Wright
NFP Compass
Form, manage, market, and measure your Non-For-Profit organization, Agentically!
legalproductivity
Yves Hughes
Recall Storm
On January 1, 2027, California bans food containing Red No.
legaldev tools
Sudharsana Rajasekaran
athens
This is opencompact, a web based agent that checks the ingredients of cosmetics products for regulatory compliance by multiple countries and juridictions.
legal
Sightline
When a car crash ends up in court, a lot of it comes down to a simple question: could that witness actually see what they say they saw?
legalvision
Joel Jeon
solo-Abdelmalek
Free trials are built to make you forget.
financelegal
Abdelmalek Maskri
Under the Roof
Under the Roof helps homebuyers see beyond a polished listing and understand what to verify before making an offer.
visionlegal
Leena Joshi
Biz Bot
Biz Bot is an embedded agent in the Fernway app.
legalagents
Docket Lens
Turn thousands of public comments into a brief you can trace back to the source. DocketLens uses WebMCP to let agents find and organize evidence alongside you, while you verify what belongs there
legalagents
AKSHAT SETHI
Hold the Pen
An agent can fill the form. You hold the pen. A benefits claim an AI agent can explain and fill through WebMCP tools, where every agent entry is reviewed by you and no tool can submit.
legalagents
Nischal Sharma
SwiftClear
WebMCP agent-native workspace automating AfCFTA cross-border trade, HS code classification, duty calculations, and customs manifests for AI web agents.
legalfinance
Akpan Victor D.
CivicGuide AI
Navigate laws. Understand procedures. Make informed decisions.
legal
Avishek Nath
Exposed
Your AI agent finds your HIPAA exposure in three minutes — and can't take the one decision that matters.
healthsecuritylegal
setownley Townley
Vouchsafe
Three agencies hold one household's record and may not pool it. Vouchsafe screens that household for six benefit programs anyway by putting yes-or-no questions to four origins and receiving no records
securitylegal
Ismum Al-Araf
Vouchsafe
The letting agent gets an answer, not your life. Your facts stay in your browser; a WebMCP question comes back as one word. Withdraw it, and the tool stops existing on their side mid-conversation.
legalsecurity
Sathvik Gilakamsetty
Heatline
A tenant and a legal-aid advocate each get an agent on one NYC building's own enforcement record.
legalagents
Aarav Raj
Consular
Your agent fills in the visa form from your documents. It cannot pay, book or file without you.
legalagents
Volodymyr Radko
FinePrint
An agent-ready consent interface powered by WebMCP, helping people understand what they’re agreeing to before they say yes.
legalaccessibility
Antony Prince J
Archive Evidence Room
Turn any webpage's history into cited evidence. A WebMCP agent finds comparable captures, inspects archived diffs, and pins findings with their sources to a caseboard shared with you.
legalagents
Dominik Opyd
AI Governance Watch: A Source-Grounded WebMCP Briefing Desk
Source-grounded AI governance intelligence for humans and agents.
legalagents
Justin Gallucci
Velaire — WebMCP Agreements for Service Businesses
Two independent agents negotiate through a live service website while humans control every consequential decision—with versioned offers, immutable receipts, and accountable change orders.
legalagents
Ahmad Bukhari
Recall Response Workbench — Recall the Right Items
Find the right 37, protect the other 8,383, and put the irreversible decision behind a visible review control.
legalproductivity
Maxim Salnikov
Personal Data Rights Workbench
Turn a vague “delete my data” request into a transparent plan that shows what can go, what must stay, and why.
legalsecurity
Maxim Salnikov