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Devpost · Google · 2026-07-27 to 2026-09-09

Agentic Cinema: The Blockbuster Hackathon

Public gallery: every submissionEvent page ↗

Projects
891
Winners
15
With repo
1%
Registered
10,090
Prizes
$75,000

Winners

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

All other submissions

876Search and filter all 876

Walkout

Every platform knows when viewers stop watching. None know why. Walkout reads 13M playback events in ClickHouse, then has Gemini watch the film at that exact timecode and name the cause.

visioncreative/music

SceneStory

SceneStory gives stories a memory - tracking characters, objects, events, and world rules to catch continuity errors and answer spoiler-safe questions as readers move through a screenplay.

creative/musicproductivity

Wilfrid Okorie, Uroy Nwankwo

ECHO

ECHO detects dialogue drift across film takes in real time, compares them with the script and prior takes, and keeps human approval in control—preventing continuity errors before editing.

creative/musicvoice

Tejaswee Rajput, Sohana Pilli, Shreya Dubey +1

Conform

The AI compiler for movie studios and global campaigns. When a rule or scene changes, it rebuilds only what changed instead of re-rendering everything, saving thousands in wasted AI generation costs.

dev toolscreative/music

CineScout

CineScout turns screenplay scenes into shoot-ready decisions using Gemini + live Parallel research scouting locations, risks, costs, evidence, and shot plans through an interactive production radar.

creative/musicagents

Chalchitra

An AI animation studio with a memory. Gemini agents write, cast, shoot and quality-check a short film. Main Idea is to use AI to create Quality movies with consistent characters using clickhouse

creative/musicagents

Network Anchor

Network Anchor turns filmmaking news into a weekly auto-produced video show, pushed across social with zero manual editing — an SEO-driven engine that turns any site into an active marketing channel.

creative/musicproductivity

ReelBinder

ReelBinder connects your screenplay, cited Gemini and Parallel research, shot plans, generated takes and edit in one portable Project. You review what the AI proposes.

creative/musicproductivity

Orpheus

Orpheus turns one unclear sound or AI generated sound into a trusted Foley plan. AI finds related moments, fits a new performance, and leaves every final decision to you.

creative/musicvoice

APRENDIZ

Most demos that 'learn from video' ship whatever the model says. This one audits it: our own model fabricated motion data twice, and both times the system refused it. Then it exports a Docker agent.

visiondev tools

OBSTAT

Clearance evidence that keeps up with the script. OBSTAT tracks claim dependencies across revisions, reuses valid proof, invalidates stale evidence, and keeps counsel review fail-closed.

legalcreative/music

Popoola Timothy, danielAsaboro Asaboro

LocaleLock

An evidence-backed release gate for subtitles: ClickHouse finds deterministic blockers, Gemini checks revised meaning, and producers approve the exact SRT that ships.

accessibilitycreative/music

Coverage

AI-powered script coverage that analyzes a film’s script, cast, audience, and market trends to predict commercial potential and provide an evidence-based greenlight recommendation.

financecreative/music

First-ks Sharma, Rach510 Vijay

SceneMedic

Multi-agent clinical advisor for film & TV scripts. Audits medical accuracy, queries ClickHouse canon, grounds findings in PubMed via BigQuery, and generates voice-preserving rewrites.

healthcreative/musicagents

ICVFX

Autonomous ICVFX stage sync engine using Gemini on Vertex AI & Grafana Cloud to detect, arbitrate, and remediate virtual production camera desync in real-time.

creative/musicrobotics/hardwareagents

Audience Take

Audience Take turns fan discoveries into Scout Cards. Parallel finds public discourse, Gemini organizes it, helping audiences, creators, & professionals understand projects and weigh what comes next.

creative/musicagents

LOCALIZE

Turn a finished video and a target audience prompt into a release-ready, localized dub with synchronized speech windows, character-consistent voices, and automated QA self-repair

creative/musicvoiceagents

Greenlight

A crew of Gemini agents researches your logline on the live web with Parallel Search and writes the greenlight memo a studio exec would — comps, audience, risks, verdict — in about a minute.

creative/musicfinanceagents

BoxOffice Brain

A data-backed multiverse projector for film ideas: Gemini reads real ClickHouse cohorts and narrates where a film would land, with the chart proving every number. It never invents a figure.

financecreative/musicagents

MindPulse

MindPulse is a private, local-first baby sleep companion. It analyzes room sound patterns in browser memory, can optionally play a low-volume synthesized response, and never records or uploads audio.

healthvoice

Preston P, Wisam Al Taee, Joshua Kim

Can I Use This?

Music rights research for filmmakers. A 1928 recording can be public domain while the song it records isn't, so it checks both layers separately, cites every claim, and flags what it can't verify.

legalcreative/music

The Backlot

Six Gemini specialists on one ClickHouse foundation, and an orchestrator that connects their findings — because a buffering spike and a blank ad slot are often the same incident wearing two costumes.

creative/musicagents

Shot Deadline

Shot Deadline answers "why is this sequence late?" — a Gemini agent reads your farm, review and vendor telemetry through Grafana's MCP server, then annotates the cause and drafts the replan.

agentsdev tools

FORESHADOW

FORESHADOW stress-tests locked film-shoot plans using Gemini, Parallel Search, and deterministic risk analysis to expose hidden assumptions, quantify failure risk, and show what to protect.

agentsproductivity

Sightread

Audio description must fit the silence between two lines of dialogue. Sightread measures the silence, writes a line, speaks it, then re-measures the audio: 7 of 19 takes rejected.

accessibilityvoice

RECALL

RECALL gives blind users a persistent visual memory of movies, reels & etc, letting them ask what happened, what changed, and where things moved, with Gemini and ClickHouse powering every answer.

accessibilityvision

CineClear AI

Automated legal clearance for film, TV, advertising, trademarks, music, locations, and copyright, checked against live public registries, with a cryptographically verifiable certificate at the end.

legal

Co-Watcher

For curious viewers and content creators, Co-Watcher adds deeper context, verified facts and clear explanations adapted to user interests and experience - and simplifies creation of reaction videos.

educationcreative/music

alexandr-panchenko Panchenko

CineExecutive

Transform screenplays into actionable, financially viable production decisions. CineExecutive leverages AI and deterministic optimization to provide visibility into schedules, costs, and risks.

financeproductivity

Martini Shot

Martini Shot is your post-production wizard: upload real footage, set the budget & walk away while AI agents inspect, prioritize & finish—while Grafana keeps every decision observable and accountable.

agentscreative/music

Preview Pal

A parent writes what will happen. Preview Pal turns it into a short film their autistic child watches beforehand — their own face, their real rooms, every frame checked and adult-approved.

accessibilityvision

swarmFroge

You don't do the grunt work. You just Cmd / Approve. SwarmForge turns solo content creators (YouTube, Reels, TikTok, X) and independent media studios into high-velocity production powerhouses.

creative/musicagents

Streamlens

A platform that lets non-technical filmmakers harness ClickHouse through plain queries. Filmmakers can investigate the trends and turn the findings into an evidence-backed theme proposal.

agentsproductivity

PremiereOps AI

An agentic command center that keeps global movie premieres on schedule by detecting release failures, reasoning with Gemini, enforcing governed recovery, and restoring delivery in real time.

agentsproductivity

Lumen

What if you could spot your film’s risks before shooting? Lumen combines agentic training, agentic evaluation and live audience research to turn scripts and frames into evidence for creative decisions

agentscreative/music

Niklas Norinder, Melvin Palmquist, Shahzada Msuhtaq

TRAILER ROOM

Autonomous AI marketing co-pilot turning screenplays & footage into 3-act trailer beats, voiceover cues, and theatrical key art powered by Gemini 2.0 & Replit.

creative/musicagents

Shrivarshan Senthilkumar Sudervizhi

CineOps

An autonomous, multi-agent platform powered by Gemini Enterprise and Grafana Labs to manage continuity, production risks, and resource logistics for film productions, catching errors before reshoots.

agentsproductivity

Duty of Care

Puts WHO, Samaritans and national screen guidance on suicide beside a writer's scene: cited clauses, one filtered alternative, no score. Gemini + Google Agent Search on Replit; the writer decides.

healthcreative/music

Ujwal Suresh Vanjare, Arpita Madhukar Kalburgi

Residual Live

Streaming royalties settle 60-90 days late. Residual Live prices every obligation the moment it is incurred: Confluent Cloud in, Google ADK agents on the clause, SHA-256 sealed, one-click payout.

financeagents

Lutfiya Miller, Chris Müller

BrandCast

BrandCast is an agentic deal room. It uses Gemini AI and Vector search to read scripts, identify product placement opportunities, match them to global brands, and autonomously negotiate term sheets.

financeagents

Interlock

Interlock measures a film archive against a delivery spec with ffmpeg, files the breach in Grafana Cloud, repairs the master, and closes its own alert only on the second measurement.

dev toolsproductivity

CineDAG

Describe a video edit in plain English, CineDAG builds and runs a pipeline you can watch, inspect, and refine, powered by Google ADK + Gemini, running on Replit.

dev toolscreative/music

ScriptTruth

ScriptTruth verifies every factual claim in screenplays against live web sources, catching historical inaccuracies, technology anachronisms, and misinformation with confidence scores and citations.

legalagents

ReelWarden

ReelWarden helps film studios protect deadlines by turning live render metrics, logs, and traces into clear AI-guided decisions: what is at risk, what to approve, and proof that recovery worked.

dev toolsagents

Gaurav Trivedi, govind anjan

FIRST READ

Paste a scene. An agent breaks it down, casts distinct voices to every character, draws the beats, and plays it back as an animatic. Hear your script before you spend a cent on it.

creative/musicvoice

Gauntlet

Autonomous agents face a fundamental challenge in production: The Action Hallucination Problem. When giving an LLM direct API access to Gmail, Calendar, or enterprise systems.

securityagents

AdBreak

During live video streaming, commercials can silently fail, costing networks millions in lost ad revenue. AdBreak pairs Gemini with Grafana MCP to autonomously find and fix broken ad breaks.

dev toolsagents

SetSignal

SetSignal checks whether the real world is ready for a film shoot by researching live constraints with Parallel and returning an evidence-backed GO, CONDITIONAL GO, or NO-GO.

productivityagents

What's the Name?

Describe a prop by sight, sound, or photo — no name needed. An AI agent searches real inventory via ClickHouse, then emails suppliers and books pickups on your calendar, automatically.

visionvoiceagents

Deyen Foo, Simi Foo, yingtungaw +1

Zuno AI

Zuno AI is a voice-driven command center that brings AI out of the browser to control your Windows PC hands-free. Automate apps, analyze files, and make WhatsApp calls from a sleek, modern interface.

voiceproductivity

Rishita KB, Ritu Swami, prarthana b

Yuvo

Turn your idea into a better film. Yuvo combines Parallel research and Gemini’s agentic video understanding to review your cuts and show you exactly what to improve next.

creative/musicagents

Miguel Garcia, Carmen Salvado

StudioPulse

StudioPulse — An autonomous AI incident investigator that helps film and media production teams find the root cause of infrastructure failures before they bring production to a halt.

agentsdev tools

Volume Ops

AI incident response for virtual production. Volume Ops uses Grafana telemetry to trace stage failures, estimate production costs, and give film crews clear, evidence-backed recovery steps.

agentsdev tools

matthewkiefe undefined, Leuretto Bien Feliciano

Clearance

CLEARANCE: Autonomous multi-agent film rights platform powered by Gemini & Parallel. It scans screenplays, verifies live rights registries, and delivers transparent legal deduction chains.

legalagents

Cine Guard

An autonomous agent that analyzes screenplays, researches real-world dependencies with Parallel, identifies production blockers, and builds actionable mitigation plans to prevent costly reshoots.

productivityagents

Bhagatveer Singh Hunjan, Ishaan Gill, Lokesh Kashyap

CinemAgent

Stuck on your master piece idea? CinemAgent turns raw concepts into polished, production-ready scripts eliminating plot holes while keeping your original vision entirely intact.

creative/musicagents

Ernesto Cabañas, Emmanuel Ramírez

Slateline

Slateline turns advertised film tax credit percentages into the actual dollar answer — live statute research, deterministic math, and a second pass that tries to prove itself wrong.

financelegal

Greenlight

From how the scene should feel, to where to shoot it — Greenlight reads your scene's emotion, decides real location vs VFX, then finds and confirms the perfect setup with you.

creative/musicproductivity

ContinuityOS

AI-powered production continuity control that detects schedule conflicts, traces cascading impacts, proposes explainable resolutions, gets human approval, and verifies the change.

productivityagents