Case Study Intelligence Database · Research Snapshot: 16 September 2026

Hailuo AI / MiniMax Hailuo
Complete Case Study Research

A source-led database of documented real-world Hailuo usage across filmmaking, creator projects, education, festivals, advertising workflows and professional AI production. The central rule is attribution discipline: a project is not treated as a Hailuo customer case merely because MiniMax/Hailuo appeared at the same event.

Primary-source first Real projects ≠ demos Multi-tool workflows separated No invented ROI Current to Sep 2026

Executive Summary

20
Documented cases / programs in core set
6
High-confidence project-level Hailuo uses
5
Education / workshop / festival programs
0
Independently verified Hailuo customer ROI cases found
Bottom line: The public evidence base for Hailuo is currently much richer in creator filmmaking, festivals, educational programs, model showcases and multi-tool AI production than in conventional named enterprise customer case studies with audited commercial KPIs. That distinction is essential.

What is strongly evidenced

  • Hailuo is a MiniMax product/platform rather than an independent company.
  • Real creators have used Hailuo in multi-tool films and creator experiments.
  • MiniMax/Hailuo has established partnerships with WAIFF, SIFF AI BACKLOT, NYU GenART, CUHK and other creative-education ecosystems.
  • The Fleeting Beauty is a named co-creation with Stellar Pictures and Esther Yu, presented at Cannes.
  • A Message for the Butterfly explicitly credits the Minimax Hailuo platform/Hailuo Hub in a multi-tool AI production.

What remains weak or unverified

  • Named commercial brands using Hailuo in paid campaigns with independently verified performance metrics.
  • Hailuo-specific production cost savings, revenue lift or conversion uplift.
  • Project-by-project model attribution for many WAIFF winners.
  • Enterprise retention, renewal and expansion data for named Hailuo customers.
  • Evidence that the latest H3 model was used in older films.

1. Hailuo AI / MiniMax Product Identity

MiniMax describes Hailuo AI as a native AI product/platform built on MiniMax's multimodal models. Hailuo is therefore best treated as the product ecosystem; MiniMax is the parent AI company. Current Hailuo capabilities span video generation, image/video workflows and agentic creative production.

MiniMax

AI company and model developer. Its current portfolio includes foundation models and products including Hailuo, Agent, Audio and Talkie.

Hailuo AI

Consumer/creator-facing AI creative platform built around MiniMax video and multimodal generation technology.

Hailuo models

Model family includes Hailuo 01/02/2.3, Director variants and current H3-related multimodal generation. Exact availability varies by product/API surface.

Media Agent / Video Agent

Agentic creation workflow introduced in 2025; later evolved into Media Agent, which automatically selects multimodal models/workflows.

Director models

T2V-01-Director and I2V-01-Director add explicit camera controls and stronger prompt adherence.

H3

MiniMax H3 launched July 31, 2026 as a general-purpose multimodal video model with native stereo sound and up to 2K / 15-second generation.

Sources: MiniMax H3 · Hailuo H3 Product Page · Hailuo Director Models · Hailuo Video Agent · Hailuo 2.3 Media Agent

2. Top 20 Documented Hailuo Cases / Programs

This is an evidence-ranked research set, not a list of 20 “customers.” It intentionally includes creator projects, institutional production experiments, workshops and festival programs because public Hailuo evidence is concentrated there. Every row states the relationship and evidence level.

#Project / CreatorCategoryYearModelEvidenceResult / MetricSources
1 The Fleeting Beauty
MiniMax Hailuo × Stellar Pictures × Esther Yu		 Professional / Music Video / Animation 2026 Not publicly verified LEVEL B — Officially documented Presented in Cannes during WAIFF 2026; official MiniMax and WAIFF materials document the project and its Eastern-aesthetic positioning.
No independently verified commercial KPI publicly found.		 WAIFF Cannes · WAIFF official programme
2 A Message for the Butterfly
Bicycle Kids — Hou Zuxin & Mark Wachholz		 AI Film / Experimental Documentary 2026 Not publicly verified; project page says Minimax Hailuo platform + Hailuo Hub supported the project LEVEL A — Strongly verified Finished film; Honor for Industrial Exploration at Shanghai International Film Festival 2026.
Four-week development; award/recognition verified.		 A Message for the Butterfly · SIFF AI Backlot
3 Ruins
Li Yinqian		 AI Film / Animation 2025 Not publicly verified LEVEL A — Strongly verified Winner of the 2025 Inspiring Asia Best AI Film Award; USD 10,000 prize documented by the festival.
USD 10,000 award; Hailuo listed as an AI platform.		 Ruins · Inspiring Asia awards
4 AI film / trailer by Shees Bin Shahid
Shees Bin Shahid		 Creator / AI Film 2025 Hailuo video model; exact version not publicly verified LEVEL D — Creator testimonial, with MiniMax amplification Published as an AI filmmaking showcase and reposted by MiniMax. No verified commercial KPI found.
Creator-reported: 95% of clips generated with MiniMax Hailuo.		 Shees Bin Shahid
5 Seeing Is Believing
Mark Wachholz		 Creator / Cinematic Test 2025 Hailuo video model; exact version not publicly verified LEVEL D — Creator testimonial Published in 4K as a filmmaker/model evaluation piece. No commercial KPI.
No public production-cost or time benchmark.		 Mark Wachholz
6 Death Lane
The Dor Brothers		 Short Film / Cannes Showcase 2026 Not publicly verified LEVEL B — Officially documented association; contribution ambiguity remains Cannes/WAIFF 2026 showcase and premiere context.
No verified commercial KPI.		 Death Lane
7 Hailuo AI × NYU GenART AI Film Hackathon
NYU Tisch / GenART / MiniMax Hailuo + global participants		 Education / Creator Competition 2025 Hailuo platform; exact model per winning film not publicly verified LEVEL B — Officially documented Over 2,000 registrations; five category winners; winners invited into Hailuo Creator Partnership Program.
2,000+ registrations; 24-hour format; five winners.		 NYU Hackathon · NYU winners
8 A Dream About to Awaken
Dream Awaken		 Hackathon / Experimental Film 2025 Not publicly verified LEVEL B — Officially documented event result Best Experimental winner; joined/eligible for Hailuo Creator Partnership Program.
No project-level Hailuo percentage or KPI publicly verified.		 NYU winners
9 Roam
Christian Luoma		 Hackathon / Music Video 2025 Not publicly verified LEVEL B — Officially documented event result Best Music Video winner.
No public views/engagement or Hailuo share verified.		 NYU winners
10 OINK
Ercole Zaccaria		 Hackathon / Narrative Film 2025 Not publicly verified LEVEL B — Officially documented event result Best Narrative winner.
No public KPI.		 NYU winners
11 We Must Break Free
Carlos Valentin Gutierrez		 Hackathon / Technical 2025 Not publicly verified LEVEL B — Officially documented event result Best Technical Innovation winner.
No public KPI.		 NYU winners
12 BACKROOMS
Hedrian Otieno		 Hackathon / Experimental 2025 Not publicly verified LEVEL B — Officially documented event result Most Creative AI Usage winner.
No public KPI.		 NYU winners
13 Bucket List Blitz
Miroslav Zugovic		 Creator / AI Film 2025 Hailuo among multiple tools; exact shot allocation not publicly verified LEVEL D — Creator project documentation Creator reports the experiment demonstrated a workable integrated AI filmmaking workflow.
~170 images; ~1,050 images; ~310 video generations.		 Bucket List Blitz
14 After Dusk
Leila Gabteni		 Creator / AI Film 2025 Hailuo among multiple tools LEVEL D — Creator project documentation Published/submitted to Chroma Awards; no independently verified business result.
No public commercial KPI.		 After Dusk
15 CEAT Tyres — A Rally Day
Ajay Shaji		 Creator / Spec Advertising 2026 Minimax Hailuo; exact version not verified LEVEL D — Creator testimonial Published as an independent portfolio concept; creator explicitly states it is not affiliated with or sponsored by CEAT.
No verified campaign reach, sales or client KPI.		 Creator case CEAT
16 Hailuo AI × WAIFF Kyoto workshop
MiniMax Hailuo / WAIFF / Creator K / Watanabe		 Education / Workshop 2026 Hailuo 2.3 cited by MiniMax LEVEL B — Officially documented International workshop and showcase; no participant-level commercial KPI.
No verified participant count in the cited article.		 WAIFF São Paulo/Seoul/Kyoto
17 Hailuo AI × CUHK masterclasses
Chinese University of Hong Kong + MiniMax Hailuo		 Education / Masterclass 2026 Advanced Hailuo video generation models; exact model per exercise not consistently specified LEVEL B — Officially documented Students learned AI filmmaking workflows; no commercial outcome claimed.
Two masterclasses.		 CUHK masterclasses
18 Miami AI Film Masterclass
Miami Dade College AI Center + MiniMax / DeepStation / MoonMax		 Education / Workshop 2025 Hailuo 02 LEVEL B — Officially documented Hands-on masterclass for filmmakers, VFX artists, creators and creative technologists.
150+ attendees.		 Miami Masterclass
19 SIFF AI BACKLOT
Shanghai International Film Festival × Hailuo AI		 Professional Production Experiment 2026 Hailuo platform/Hub; exact model per film not consistently disclosed LEVEL A — Strongly verified Nearly 500 applicants from seven countries/regions; four cross-border teams selected; program culminated in completed works.
~500 applicants; seven countries/regions; four teams.		 SIFF AI Backlot · SIFF AI Backlot launch
20 WAIFF 2026 Global Tour
MiniMax Hailuo × World AI Film Festival		 Festival Partnership / Creator Ecosystem 2026 Multiple Hailuo models and demos; exact model per submitted film varies LEVEL B — Officially documented partnership Official MiniMax source reports nearly 2,000 submissions from China and 25 award-winning works brought to Cannes.
Nearly 2,000 submissions from China; 25 award-winning works brought to Cannes.		 WAIFF São Paulo/Seoul/Kyoto · WAIFF Cannes · WAIFF official selection

3. Detailed Case Studies — Highest-Evidence Projects

#1LEVEL B — Officially documented

The Fleeting Beauty

MiniMax Hailuo × Stellar Pictures × Esther Yu · Professional / Music Video / Animation · 2026

Hailuo role

Documented co-creation; MiniMax/Hailuo identifies the project as an animated music video created with Stellar Pictures.

Model

Not publicly verified

Workflow

AI-assisted animation and art direction; ink-wash textures, classical Chinese symbols, intricate light and expression. Exact generation/post pipeline is not publicly itemized.

Result / metric

Presented in Cannes during WAIFF 2026; official MiniMax and WAIFF materials document the project and its Eastern-aesthetic positioning.
No independently verified commercial KPI publicly found.

Research caution: Strongest directly documented Hailuo-associated creative collaboration in the reviewed evidence set. It is not a conventional customer case study.
Sources: WAIFF Cannes · WAIFF official programme
#2LEVEL A — Strongly verified

A Message for the Butterfly

Bicycle Kids — Hou Zuxin & Mark Wachholz · AI Film / Experimental Documentary · 2026

Hailuo role

Hailuo platform/Hailuo Hub support within a multi-tool AI filmmaking workflow.

Model

Not publicly verified; project page says Minimax Hailuo platform + Hailuo Hub supported the project

Workflow

Four-week AI Backlot development. Keyframes: Midjourney V7/V8.1 + GPT Image 2; video animation: Seedance 2.0 + Kling 3.0; voice: ElevenLabs; music: Suno; Hailuo platform/Hub also used.

Result / metric

Finished film; Honor for Industrial Exploration at Shanghai International Film Festival 2026.
Four-week development; award/recognition verified.

Research caution: Excellent example of multi-tool production: Hailuo was not the sole generation engine.
Sources: A Message for the Butterfly · SIFF AI Backlot
#3LEVEL A — Strongly verified

Ruins

Li Yinqian · AI Film / Animation · 2025

Hailuo role

Confirmed as one of four AI platforms listed by the official film page: Hailuo AI, Jimeng, Kling AI, Midjourney.

Model

Not publicly verified

Workflow

Multi-model AI animation; the official film page does not allocate individual shots or stages to each platform.

Result / metric

Winner of the 2025 Inspiring Asia Best AI Film Award; USD 10,000 prize documented by the festival.
USD 10,000 award; Hailuo listed as an AI platform.

Research caution: Award is verified; attribution of the award specifically to Hailuo is not appropriate because the film used multiple AI platforms.
Sources: Ruins · Inspiring Asia awards
#4LEVEL D — Creator testimonial, with MiniMax amplification

AI film / trailer by Shees Bin Shahid

Shees Bin Shahid · Creator / AI Film · 2025

Hailuo role

Creator states Hailuo generated 95% of the clips.

Model

Hailuo video model; exact version not publicly verified

Workflow

Hailuo for most video clips; Leonardo, Google ImageFX, Runway and Adobe Firefly Video also used; ChatGPT and Leonardo used for prompting.

Result / metric

Published as an AI filmmaking showcase and reposted by MiniMax. No verified commercial KPI found.
Creator-reported: 95% of clips generated with MiniMax Hailuo.

Research caution: The 95% figure is a creator statement, not an independent audit.
Sources: Shees Bin Shahid
#5LEVEL D — Creator testimonial

Seeing Is Believing

Mark Wachholz · Creator / Cinematic Test · 2025

Hailuo role

Primary video-generation engine for the described test.

Model

Hailuo video model; exact version not publicly verified

Workflow

Pure text-to-video at the time; no pre-existing images, characters or footage. Creator reports only widescreen reframing and color grading after generation.

Result / metric

Published in 4K as a filmmaker/model evaluation piece. No commercial KPI.
No public production-cost or time benchmark.

Research caution: Useful as a documented creator workflow, not a customer success story.
Sources: Mark Wachholz
#6LEVEL B — Officially documented association; contribution ambiguity remains

Death Lane

The Dor Brothers · Short Film / Cannes Showcase · 2026

Hailuo role

MiniMax/Hailuo presented the work at Cannes and described it as a collaboration; a MiniMax post also explicitly says the film was independently created by The Dor Brothers.

Model

Not publicly verified

Workflow

The creators' own production workflow; exact Hailuo shot-level contribution is not publicly disclosed in the reviewed sources.

Result / metric

Cannes/WAIFF 2026 showcase and premiere context.
No verified commercial KPI.

Research caution: Important caution case: do not describe Death Lane as fully made with Hailuo without additional evidence.
Sources: Death Lane
#7LEVEL B — Officially documented

Hailuo AI × NYU GenART AI Film Hackathon

NYU Tisch / GenART / MiniMax Hailuo + global participants · Education / Creator Competition · 2025

Hailuo role

Official event platform and creative environment for participants.

Model

Hailuo platform; exact model per winning film not publicly verified

Workflow

24-hour filmmaking challenge around “Everything is a Simulation”; participants created original short films using MiniMax's platform.

Result / metric

Over 2,000 registrations; five category winners; winners invited into Hailuo Creator Partnership Program.
2,000+ registrations; 24-hour format; five winners.

Research caution: This is an event/program case, not proof that every finalist used Hailuo for every shot.
Sources: NYU Hackathon · NYU winners
#8LEVEL B — Officially documented event result

A Dream About to Awaken

Dream Awaken · Hackathon / Experimental Film · 2025

Hailuo role

Winner in Best Experimental category at the Hailuo × NYU GenART hackathon.

Model

Not publicly verified

Workflow

Project-specific tool breakdown not found in the reviewed primary sources.

Result / metric

Best Experimental winner; joined/eligible for Hailuo Creator Partnership Program.
No project-level Hailuo percentage or KPI publicly verified.

Research caution: Do not infer that the film was Hailuo-only.
Sources: NYU winners
#9LEVEL B — Officially documented event result

Roam

Christian Luoma · Hackathon / Music Video · 2025

Hailuo role

Winner in Best Music Video category at the Hailuo × NYU GenART hackathon.

Model

Not publicly verified

Workflow

Detailed tool allocation not publicly verified in the reviewed sources.

Result / metric

Best Music Video winner.
No public views/engagement or Hailuo share verified.

Research caution: Creator/project is real; exact Hailuo contribution remains unverified.
Sources: NYU winners
#10LEVEL B — Officially documented event result

OINK

Ercole Zaccaria · Hackathon / Narrative Film · 2025

Hailuo role

Winner in Best Narrative category at the Hailuo × NYU GenART hackathon.

Model

Not publicly verified

Workflow

Project-specific Hailuo workflow not publicly verified in the reviewed sources.

Result / metric

Best Narrative winner.
No public KPI.

Research caution: Do not equate hackathon sponsorship/platform use with Hailuo-only production.
Sources: NYU winners

4. Before → After Analysis

Traditional production friction

  • Physical locations, crews and equipment can constrain experimentation.
  • Each creative revision may require new shooting or VFX work.
  • Previsualization can be difficult to communicate from static storyboards.
  • AI films still require substantial human direction, selection, editing and post-production.
  • For multi-tool AI projects, model switching and consistency remain workflow challenges.

Hailuo-assisted workflow

  • Text-to-video and image-to-video can turn visual direction into candidate shots.
  • Director models expose camera-motion controls for more deliberate shot design.
  • Reference-driven workflows can support character, product and style continuity.
  • Creators can iterate without repeating a physical shoot for every variation.
  • Professional projects commonly combine Hailuo with image models, other video models, audio tools and NLEs.
Evidence boundary: Public Hailuo materials describe substantial workflow advantages, but the reviewed named-project evidence does not support a universal claim such as “Hailuo reduces production cost by X%.” Where no project-specific before/after measurement exists, the report does not manufacture one.

5. Business / Creative Impact

95%
Hailuo clip share reported by one creator
2,000+
NYU hackathon registrations
~500
SIFF AI BACKLOT applicants
$10K
Ruins Best AI Film prize

These metrics are not directly comparable and are not all Hailuo-specific business outcomes. They measure creator usage, program scale or award recognition.

6. ROI Analysis

ROI cannot be independently calculated from publicly available data. No reviewed named Hailuo case supplied both a reliable baseline cost and Hailuo cost/license cost sufficient to calculate customer ROI using the requested formula.
Potential ROI DriverEvidenceCan ROI be calculated?
Reduced physical productionCreator and Hailuo workflow evidence shows AI generation can replace some physical-shot requirements.No — no customer-specific cost baseline.
Faster iterationDirector models and creator workflows document iterative generation.No — insufficient controlled before/after time data.
More creative variantsHailuo materials describe variation and campaign workflows.No — no verified revenue/conversion dataset.
PrevisualizationHailuo's VFX-gap field note describes living storyboards and faster concept-to-view workflows.No — company-authored estimate is not a customer ROI study.
Education / trainingMasterclasses and creator programs demonstrate accessibility.No — no verified education-cost baseline.

Important: Hailuo's own field notes include internal workflow estimates, but these are not treated as independent customer ROI evidence.

7. Industry Analysis

Industry / EnvironmentDocumented examplesPrimary useEvidence strength
Film / CinemaA Message for the Butterfly; Death Lane; SIFF AI BACKLOT; WAIFF projectsAI-native filmmaking, experimentation, co-creationHigh for program association; mixed for individual shot attribution
AnimationThe Fleeting Beauty; RuinsStylized animation, Eastern aesthetics, AI-assisted storytellingHigh
Creator economyShees Bin Shahid; Mark Wachholz; Bucket List Blitz; After DuskShort films, cinematic tests, multi-tool workflowsMedium–High
EducationNYU, CUHK, Miami Dade College, HKUSTHands-on filmmaking, prompting, directingHigh
Advertising / Spec AdsCEAT Tyres spec ad; Hailuo ad workflowsConcept ads, product motion, previsualizationMedium; CEAT is explicitly not a client campaign
Festival ecosystemWAIFF, Inspiring Asia, WSXA, SIFFCompetitions, awards, showcases, creator programsHigh
Enterprise marketingMonks partnership; VEED integrationProduction tooling / distributionPartner evidence, not customer outcome evidence

8. Use Case Analysis

AI filmmaking

Strongest documented real-world use. Hailuo appears in creator films, festival productions and institutional experiments.

Animation

Strong evidence in The Fleeting Beauty and Ruins, although both involve broader AI pipelines.

Previsualization

Strong product/workflow rationale; weaker named-client evidence.

Advertising

Strong demonstration and spec-ad evidence; limited verified paid-brand campaign evidence.

Education

Strong evidence through NYU, CUHK, Miami Dade College and HKUST activities.

Localization / dialogue

Demonstrated in official workshops/product material; project-level KPI evidence is limited.

9. Enterprise / Professional Adoption

Important finding: Public evidence does not currently justify a conventional “Hailuo enterprise customer list” comparable to mature B2B SaaS customer-reference libraries. The strongest professional evidence is instead partner-based (e.g., Monks, VEED), festival production programs and creator-led commercial workflows.
OrganizationRelationshipDocumented evidenceClassificationSource
VEEDTechnology / distribution partnerDay-one launch partner for Hailuo 2.3; Hailuo 2.3 became available inside VEED AI Playground.Partner/integration — not a Hailuo customer case study.VEED partnership
MonksCreative/technology partnerMiniMax announced a collaboration to advance AI video workflows for clients in Greater China.Partner — client-level Hailuo usage not publicly itemized.Monks partnership
WSXA AmsterdamFestival partnerMiniMax/Hailuo launched an AI film competition with WSXA.Partnership — not a customer.WSXA competition
Inspiring AsiaFestival/innovation partnerMiniMax/Hailuo was AI Innovation Partner for 2025 Best AI Film Award.Partnership — winning film used multiple AI platforms.Inspiring Asia partnership
SIAFFFestival partnerHailuo collaborated with Seoul International AI Film Festival and hosted a brand showcase.Partnership/education.SIAFF

10. Globalization & Localization

Sources: WAIFF São Paulo/Seoul/Kyoto · WAIFF Cannes.

11. Training / Education Case Studies

ProgramInstitutionWhat Hailuo didScale / metricClassification
NYU GenART HackathonNYU Tisch / GenARTCreative platform for 24-hour AI film challenge2,000+ registrations; five category winnersEducational competition
CUHK MasterclassesChinese University of Hong KongCinematic prompting, visual consistency, iterative directingTwo specialized masterclassesEducational partnership
Miami AI Film MasterclassMiami Dade College AI CenterHailuo 02 text/image-to-video hands-on work150+ attendeesEducational workshop
HKUST AIFFHong Kong University of Science and TechnologyHailuo professional filmmaking logic and AI-film discussion1,300 festival submissions reported by MiniMaxFestival / education ecosystem

12. WAIFF / Film Festival Evidence

WAIFF is a major part of the public Hailuo ecosystem. MiniMax/Hailuo became a global partner for WAIFF 2026 and participated across São Paulo, Seoul, Kyoto and Cannes. However, festival participation must not be used to infer that every selected film was made with Hailuo.

Cannes

  • The Fleeting Beauty presented as a MiniMax Hailuo × Stellar Pictures collaboration.
  • MiniMax Hailuo × Best AI Feature Film award presented to Napoléon III — Le prix de l'audace.
  • Death Lane was showcased; exact Hailuo contribution remains ambiguous.
  • MiniMax reported 25 award-winning works brought from China to Cannes.

Other WAIFF locations

  • São Paulo: workshop and MiniMax Feature Film Award.
  • Seoul: Hailuo participation and creator education.
  • Kyoto: Hailuo 2.3 style-preservation and camera/voice demonstrations.
  • Beijing: part of the broader global-tour ecosystem reported by MiniMax.

Sources: WAIFF São Paulo/Seoul/Kyoto · WAIFF Cannes · WAIFF official selection · WAIFF official programme.

13. Cannes — The Fleeting Beauty Deep Dive

Project

The Fleeting Beauty — animated music video involving MiniMax Hailuo, Stellar Pictures and singer Esther Yu.

Creative language

Ink-wash textures, classical Chinese symbols, intricate light and subtle expression; positioned as an international expression of Eastern aesthetics.

Hailuo role

Official MiniMax material describes the work as a MiniMax Hailuo + Stellar Pictures creation. The reviewed sources do not disclose a shot-by-shot model ledger or exact percentage of Hailuo-generated footage.

Result

Presented at Cannes/WAIFF 2026 with Esther Yu involved in the project/presentation context.

Sources: WAIFF Cannes · WAIFF official programme.

14. Hailuo Video Agent / Media Agent

Hailuo Video Agent was introduced in June 2025 as a beta one-click workflow intended to automate brainstorming, scripting, image generation, image-to-video, voiceover and editing. In the Hailuo 2.3 launch, MiniMax described the Video Agent as evolved into Media Agent, with automatic model/workflow selection and a one-click video workflow.

Case-study status: The official “Casa Nacho” tortilla-chip example in the 2.3 announcement is a product demonstration, not verified customer work. It is therefore excluded from the customer/project ranking.

Sources: Hailuo Video Agent · Hailuo 2.3 Media Agent.

15. Director Models & H3 — Product Evidence vs Case Evidence

TechnologyWhat is verifiedCase-study status
T2V-01-Director / I2V-01-DirectorProfessional camera presets, reduced movement randomness and stronger prompt adherence; available through Hailuo/API surfaces when introduced.Capability evidence; individual customer projects using Director models are not consistently disclosed.
Hailuo 02Launched with 1080p support and up to 10-second generation; used in the Miami masterclass.Real educational use verified.
Hailuo 2.3Text/image-to-video, 768p/1080p, 6/10-second options; launched October 2025 and available in Hailuo/VEED.Integration and workshop evidence; exact model for many older films is unknown.
MiniMax H3Launched July 31 2026; multimodal text/image/video/audio context, native stereo sound, up to 2K and 15 seconds.Current capability evidence; reviewed public case set does not establish a named professional project using H3 with independently verified results.

Sources: Hailuo Director Models · MiniMax H3 · Hailuo H3 Product Page · Hailuo 2.3.

16. Audio / Voice / Character Consistency

17. Competitive / Multi-Tool Usage

ProjectHailuoOther tools explicitly namedWhat this tells us
RuinsYesJimeng, Kling AI, MidjourneyHailuo participated in a multi-model animation pipeline.
A Message for the ButterflyYesMidjourney, GPT Image 2, Seedance, Kling, ElevenLabs, Suno, DehancerProfessional AI filmmaking can be a toolchain rather than a single-model workflow.
Shees Bin Shahid film95% of clips per creatorLeonardo, ImageFX, Runway, Firefly, ChatGPTHailuo was dominant in this creator's video stage but not the entire stack.
Bucket List BlitzYesComfyUI, Flux, Gemini, Veo, Kling, etc.Large iterative pipeline with many model choices.
After DuskYesChatGPT, Dreamina, Grok Video, Kling, Movavi, SunoHailuo was one component in a broader creator stack.
Competitive conclusion: The reviewed cases do not support a universal “Hailuo replaces Runway/Kling/Veo/etc.” claim. Instead, the evidence repeatedly shows creators combining models based on the shot, style, motion or workflow requirement.

18. Advertising, Brand & E-commerce Evidence

This is an area where evidence quality is especially important. Hailuo publishes extensive agency/e-commerce workflow guidance, but that is not equivalent to a named brand customer case.

EvidenceClassificationWhat can be saidWhat cannot be said
CEAT Tyres — A Rally DayCreator spec adHailuo was the video engine; creator explicitly calls it an independent portfolio piece.Cannot call CEAT a Hailuo customer or report campaign performance.
Casa NachoOfficial demonstrationMiniMax demonstrated Media Agent generating a 30-second tortilla-chip ad.Cannot call Casa Nacho a customer without additional evidence.
Hailuo ad workflowsProduct/field guidanceHailuo recommends short 4–6 second clips, reference assets and NLE integration for professional ad workflows.Cannot convert internal workflow guidance into customer ROI.
MonksTechnology/creative partnershipMiniMax says the partnership is intended to advance content-generation workflows for clients in Greater China.Cannot name specific client campaigns as Hailuo customer case studies without evidence.
VEEDIntegration / launch partnerHailuo 2.3 became available inside VEED AI Playground.Cannot infer VEED is a Hailuo customer success case.

Sources: Creator case CEAT · Hailuo 2.3 Media Agent · Hailuo ad workflow · Monks partnership · VEED partnership.

19. Customer / Project Pain-Point Database

Recurring problemObserved in evidenceFrequency signalResearch interpretation
Access to cinematic production without traditional equipmentRepeated across creator/education materialMediumMostly creator/program evidence; not a controlled benchmark.
Iteration and visual controlDirector-model and filmmaking materialsHighOfficial product evidence.
Character/style consistencyWAIFF, Hailuo product materials, professional filmmaking discussionsHighOfficial materials; project-level proof varies.
Multi-tool orchestrationA Message for the Butterfly, Ruins, Bucket List Blitz, After DuskHighProject pages explicitly list multiple tools.
Speed / accessibilityMasterclasses, creator workflows, Hailuo product positioningMediumOften qualitative; limited independently measured time data.
Commercial previsualizationHailuo agency field notesMediumMostly Hailuo-authored workflow guidance rather than named client cases.
Localization / multilingual contentWAIFF Kyoto workshop and Hailuo product materialMediumCapability demonstrated; customer KPI evidence limited.

20. Before / After Metrics Database

ProjectMetricBeforeAfter / reported valueInterpretationSource
Shees Bin ShahidShare of clips—95% HailuoCreator-reported share of clipsShees Bin Shahid / MiniMax LinkedIn
NYU GenARTRegistrations—2,000+2,000+ registrationsMiniMax / Luma event sources
Miami MasterclassParticipants—150+150+ filmmakers/VFX artists/creators/technologistsMiniMax
SIFF AI BACKLOTApplicants—~500Nearly 500 applicantsSIFF / PRNewswire
SIFF AI BACKLOTGeographic applicant pool—7 countries/regionsOfficially statedSIFF / PRNewswire
SIFF AI BACKLOTSelected teams—4Four cross-border creative teamsSIFF / PRNewswire
WAIFF 2026China submissions—Nearly 2,000Reported by MiniMaxMiniMax Cannes article
WAIFF 2026Award-winning works brought to Cannes—25Reported by MiniMaxMiniMax Cannes article
A Message for the ButterflyDevelopment duration—4 weeksProject pagezero1cine
Bucket List BlitzConcept image generations—~170Creator-reportedDevpost
Bucket List BlitzFinal still-image generations—~1,050Creator-reportedDevpost
Bucket List BlitzVideo generations—~310Creator-reportedDevpost
RuinsAward prize—USD 10,000Best AI Film AwardInspiring Asia

21. Top Evidence Scores

The requested 100-point score is used here as a research quality / significance score, not a product-performance rating. It combines source quality, project reality, Hailuo attribution clarity, measurable evidence and creative/industry significance. It is an analyst framework, not an official MiniMax metric.

ProjectScoreWhy it qualifies
The Fleeting Beauty92/100Strong official documentation + named creative partner + Cannes presentation; model-level workflow not fully disclosed.
A Message for the Butterfly91/100Project owner explicitly names Hailuo platform/Hub and provides a complete multi-tool workflow; festival recognition adds evidence.
Ruins88/100Official film page explicitly lists Hailuo AI and measurable award result; Hailuo's individual contribution is not isolated.
Shees Bin Shahid AI film86/100Creator directly states 95% of clips used Hailuo; multi-tool workflow is transparent.
Seeing Is Believing84/100Detailed creator workflow and direct Hailuo model experience; no business KPI.
SIFF AI BACKLOT83/100Strong institutional evidence and production experiment; project-level Hailuo attribution varies.
Death Lane80/100Cannes association is strong, but exact Hailuo contribution is ambiguous.
NYU GenART Hackathon78/100Large documented creator program with named winners; project-level model attribution incomplete.
Bucket List Blitz76/100Detailed creator process metrics and Hailuo in tool stack; Hailuo-specific contribution not isolated.
WAIFF 2026 Global Tour75/100Large partnership footprint and quantified submission/showcase numbers; not all films are Hailuo-made.

22. Awards & Recognition

23. Failed / Limited / Negative Evidence

There is no robust public archive of failed Hailuo customer deployments. The public source mix is dominated by official product materials, festival partnerships and creator showcases. That creates positive-selection bias.

Sources: Hailuo ad workflow · Mark Wachholz.

24. Production Workflow Pattern

1. Concept

Human creative direction, story, mood and references.

2. Visual development

Image models or reference images establish characters, environments and style.

3. Hailuo generation

Text-to-video, image-to-video or controlled camera generation creates candidate shots.

4. Iteration

Creators reroll, refine prompts, change camera direction or reference assets.

5. Editing

External NLEs such as DaVinci Resolve, Premiere or CapCut may assemble clips.

6. Sound

Audio may come from MiniMax or third-party tools such as ElevenLabs/Suno.

7. Color / VFX

Human post-production remains important for continuity and finishing.

8. Delivery

Final film, festival submission, social asset, commercial concept or educational piece.

9. Attribution

Tool-level contribution should be documented rather than inferred from event sponsorship.

25. Strategic Insights

1. Why do creators use Hailuo?

Evidence: fast access to cinematic video generation, controllable motion, reference-based workflows and lower physical production friction. Interpretation: the strongest fit is for creators who need many visual iterations without a full physical shoot.

2. Which groups adopt first?

Public evidence points more strongly to AI filmmakers, creators, creative technologists, educators and experimental production teams than to conventional enterprise departments.

3. Is localization a major driver?

It is a visible capability and workshop topic, but the public project evidence does not yet provide enough customer KPI data to quantify localization's commercial contribution.

4. What causes expansion?

Program partnerships and creator ecosystems suggest expansion follows from access, experimentation, model improvements and workflow integration. Public customer-level renewal data is insufficient.

5. What produces the biggest measurable value?

In the reviewed cases, the clearest measurable values are creator/program scale and production-process metrics, not revenue ROI.

6. What remains human?

Story judgment, art direction, shot selection, continuity decisions, editing, sound design, brand/legal review and final quality control.

7. Who is a strong fit?

Film/creative teams, AI-native creators, agencies exploring previsualization, e-commerce creative teams, educators and organizations running high-volume visual experiments.

8. Who may not need it?

Teams whose content is primarily static, data-heavy or screen-recording based, or organizations that already have a mature production pipeline and no need for rapid generative visual iteration.

26. Final Verdict — Evidence-Based Answers

QuestionResearch answer
Strongest documented use caseAI-native filmmaking / cinematic visual generation, based on the density of real creator, festival and production-experiment evidence.
Industries with most visible valueFilm/cinema, creative production, animation, creator economy and education show the strongest public evidence.
Strongest measurable benefitIn the reviewed cases, measurable evidence is strongest around production participation, generation volume, program scale and creator-reported tool share, rather than verified financial ROI.
Highest documented ROINot publicly calculable. No reviewed case provides sufficient independent cost and benefit data.
Greatest scaleNYU GenART (2,000+ registrations), SIFF AI BACKLOT (~500 applicants) and WAIFF's reported nearly 2,000 China submissions / 25 works brought to Cannes demonstrate ecosystem scale, not customer scale.
Strongest localization exampleWAIFF Kyoto's demonstration of multilingual dialogue/voice cloning is the clearest documented capability; no strong customer KPI was found.
Strongest training impactEducation programs at NYU, CUHK, Miami Dade College and HKUST demonstrate structured learning adoption; they are not commercial L&D customer cases.
Best-fit company/profileCreative teams that need rapid visual iteration, cinematic experimentation, product/ad concepting or AI-assisted previsualization.
Biggest limitationPublic customer evidence is fragmented; many projects are multi-tool, making Hailuo-specific causal attribution difficult.

27. Source Audit

The source list below is deliberately weighted toward MiniMax/Hailuo, festival, university, project-owner and creator sources. Secondary sources are used mainly to corroborate context. A source being first-party does not make every claim independently verified; company claims are still labeled as such in the report.

SourceURLType
MiniMax H3https://www.minimax.io/blog/minimax-h3Primary / first-party
MiniMax H3 Open Sourcehttps://www.minimax.io/news/minimax-h3-open-sourcePrimary / first-party
Hailuo H3 Product Pagehttps://hailuoai.video/tools/minimax-h3Primary / first-party
Hailuo 2.3https://hailuoai.video/pages/blog/introducing-hailuo-2-3-ai-video-generatorPrimary / first-party
Hailuo Director Modelshttps://www.minimax.io/news/01-directorPrimary / first-party
Hailuo Video Agenthttps://www.minimax.io/news/video-agentPrimary / first-party
Hailuo 2.3 Media Agenthttps://www.minimax.io/news/minimax-hailuo-23Primary / first-party
WAIFF São Paulo/Seoul/Kyotohttps://www.minimax.io/news/hailuo-ai-x-world-ai-film-festivalPrimary / first-party
WAIFF Canneshttps://www.minimax.io/news/imagination-is-productivityPrimary / first-party
WAIFF official selectionhttps://worldaifilmfestival.com/official-selection/Primary / first-party
WAIFF official programmehttps://worldaifilmfestival.com/wp-content/uploads/2026/04/Programme_WAIFF_A4_EN.pdfPrimary / first-party
CUHK masterclasseshttps://www.minimax.io/news/from-prompting-to-directing-hailuo-ai-cuhkPrimary / first-party
HKUST AIFFhttps://www.minimax.io/news/a-new-era-of-ai-filmmakingPrimary / first-party
Miami Masterclasshttps://www.minimax.io/news/minimax-ai-masterclass-comes-to-miamiPrimary / first-party
NYU Hackathonhttps://www.minimax.io/news/minimax-x-nyu-tisch-ai-hackathonPrimary / first-party
NYU winnershttps://luma.com/b8g8vaisPrimary / first-party
SIFF AI Backlothttps://www.siff.com/english/content?aid=101260305175042799299455751819269479Primary / first-party
SIFF AI Backlot launchhttps://www.prnewswire.com/news-releases/siff-launches-ai-backlot-a-new-frontier-in-ai-film-collaboration-302805212.htmlSecondary / supporting
A Message for the Butterflyhttps://zero1cine.com/film/a-message-for-the-butterflyPrimary / first-party
Ruinshttps://inspiringasia.org/ruins/Primary / first-party
Inspiring Asia awardshttps://inspiringasia.org/2025-award-ceremony/Primary / first-party
Shees Bin Shahidhttps://www.linkedin.com/posts/minimax-ai_wonderful-ai-film-created-by-our-hailuo-video-activity-7300434894420090880-8fJdPrimary / first-party
Mark Wachholzhttps://www.linkedin.com/posts/mark-wachholz-72b48b316_ai-video-models-currently-still-struggle-activity-7239569740359200768-29R7Primary / first-party
Death Lanehttps://www.linkedin.com/posts/minimax-ai_minimax-hailuo-activity-7452764370270264-MOnyPrimary / first-party
VEED partnershiphttps://www.minimax.io/news/minimax-and-veed-hailuo-23-for-pro-level-ai-videoPrimary / first-party
VEED integrationhttps://www.veed.io/learn/veed-and-minimax-partnershipPrimary / first-party
Monks partnershiphttps://www.minimax.io/news/monks-and-minimax-partner-to-advance-ai-innovationPrimary / first-party
WSXA competitionhttps://www.minimax.io/news/wsxa-x-hailuo-ai-film-competition-is-livePrimary / first-party
Inspiring Asia partnershiphttps://www.minimax.io/news/minimax-hailuo-ai-x-inspiring-asia-2025-film-festivalPrimary / first-party
Creator case CEAThttps://www.linkedin.com/posts/ajay-shaji-9b3041212_aicommercial-hailuoai-creativedirection-activity-7461416650496724992-8YZCPrimary / first-party
Bucket List Blitzhttps://devpost.com/software/bucket-list-blitzPrimary / first-party
After Duskhttps://devpost.com/software/after-duskPrimary / first-party
Hailuo ad workflowhttps://hailuoai.video/pages/knowledge/hailuo-ai-video-ads-workflowPrimary / first-party
VFX gaphttps://hailuoai.video/pages/knowledge/closing-vfx-gap-concept-commercial-hailuo-aiPrimary / first-party
AI creative sprintshttps://hailuoai.video/pages/knowledge/ai-creative-sprints-ad-productionPrimary / first-party
Hailuo AIhttps://hailuoai.video/Primary / first-party

28. Research Method & Evidence Rules

Hailuo AI / MiniMax Hailuo Case Study Intelligence Report · Research snapshot: 16 September 2026
Prepared as a factual research database. It is not an endorsement of Hailuo AI or MiniMax.