AI Company Intelligence • Case Study Database
Kling AI / Kuaishou Technology

Kling AI — Complete Real-World Case Study Research

Research cut-off: 15 September 2026. Evidence-first research into real filmmakers, productions, brands, creators and professional workflows using Kling AI. The design is intentionally light, clean and presentation-ready.

Rule: A Kling demo is not automatically a customer case study. A creator testimonial is not an audited business result. A multi-model production is not a Kling-only production. Claims are separated accordingly.

Executive Summary

The strongest evidence shows Kling has moved beyond experimentation into real production pipelines, especially for difficult shots, virtual environments, VFX/previs, animation, AI-native narrative work and high-resolution output. The evidence is much weaker for independently audited ROI, revenue uplift and exact cost savings.

20
ranked documented projects / production instances
4+
professional film/TV anchors
3
major advertising/brand anchors
7+
creator-level cases
A — Strongly verifiedB — Official / credibleD — Creator / testimonialE — Promotional / demo
Bottom line: Kling is already functioning as a production component, not only as an idea generator. Its strongest public proof is hybrid filmmaking: humans direct and perform; Kling supplies selected shots, environments, motion, effects, consistency or audiovisual assets.

1. Top 20 Case Studies

Ranked by evidence quality, professional significance, specificity of Kling's role and real-world production relevance.

#1A — Strongly verified

Vai Dar Portugal

Advertising / Brand FilmKling 3.0
Client / ownerFederação Portuguesa de Futebol / Portugal campaign
Creator / directorJoão Seiça; Nuno Mendes; João Marques
Production78 Films / Dentsu Creative Portugal
Result~80% of the film AI-generated; >80% of AI shots created with Kling, according to Kling. Nearly 100M views were reported by Kling at publication.

Kling's role & workflow

Hybrid live action + AI/VFX. Kling handled ambitious ocean, ship and cabin sequences; human directors, actors and post-production remained central.

Source Source
#2A — Strongly verified

L'Ultimo Uomo Reale

Advertising / Luxury resaleKling AI; exact production model not fully disclosed
Client / ownerThe RealReal
Creator / directorSebastian Strasser
ProductionLipstick / Team One / Publicis Los Angeles
ResultCannes Lions 2026: Silver Lion, Film – Consumer Goods; Bronze Lion, Film Craft – AI Craft.

Kling's role & workflow

Kling helped create the hyper-real AI world and maintain the protagonist across scenes; the handbag remained the real physical object.

Source Source
#3A — Strongly verified for professional use

House of David — Season 1

Television / StreamingKling 1.6 and later workflows
Client / ownerWonder Project / Prime Video
Creator / directorJon Erwin and production team
ProductionWonder Project / Innovative Dreams
ResultKuaishou disclosed hundreds of AI-supported shots across the series; a production-team portfolio reports 72 AI-involved shots in Season 1 across multiple AI tools.

Kling's role & workflow

Kling was used for selected complex shots, inserts and volume-wall/background assets. The fallen-angel sequence is specifically cited by Kling creator evidence.

Source Source Source
#4B — Officially documented / credible reporting

House of David — Season 2

Television / StreamingKling AI; later native 4K and motion-control workflows
Client / ownerWonder Project / Prime Video
Creator / directorJon Erwin and production team
ProductionWonder Project / Innovative Dreams
ResultPublic reporting says Season 2 used more than four times as many AI shots as Season 1; exact Kling-only count is not public.

Kling's role & workflow

Kling remained a major foundation model/benchmark in an expanding hybrid workflow involving live action, virtual production and AI-generated environments.

Source Source
#5A/B — Strong usage verification; efficiency claim reported

Swords Into Plowshares (太平年)

Television / VFX / PrevisualizationKling AI; exact version not isolated
Client / ownerChinese historical drama
Creator / directorProduction/VFX team; Timeaxis reporting
ProductionTimeaxis Studios and partners
ResultKuaishou confirms Kling involvement in selected virtual scenes and VFX shots. Secondary reporting says a storm/previs process fell from about two months to two weeks.

Kling's role & workflow

Kling-assisted visual generation was combined with 3D refinement and compositing. It is a VFX/previs case, not a fully AI-generated show.

Source Source
#6B — Officially documented

Born of the Tide

AIGC Feature / AnimationKling 3.0 / native 4K
Client / ownerChinese AIGC feature project
Creator / directorCao Han / Wei Li references in public material
ProductionChinese AIGC production team
ResultNo independently audited business KPI found. Large-scale scenes include dragon-boat races, ceremonies, explosions and conflicts.

Kling's role & workflow

Kling was incorporated at multiple production stages; the director cited preservation of facial detail, fabric texture, artistic color, water and fire motion.

Source Source
#7B — Official/project + industry reporting

RAPHAEL

AI-native Feature FilmKling 1.0 onward; later generations / 4K
Client / ownerMateo AI Studio / MBC C&I AI Content Lab
Creator / directorEekjun Yang and team
ProductionMateo AI Studio / MBC C&I
ResultKOFIC reports a seven-person production and Cannes presentation. Mateo says selected scenes were created with Kling. Final theatrical outcome not independently confirmed here.

Kling's role & workflow

Kling has been used throughout the project; the director says it began with Kling 1.0 in 2024 and valued emotional expression and later 4K capabilities.

Source Source
#8A/B — Professional production; efficiency is reported

The Old Stories: Moses

Television / Virtual ProductionKling AI + other models; 4K later in workflow
Client / ownerWonder Project
Creator / directorJon Erwin
ProductionWonder Project / Innovative Dreams
ResultLA Times reporting says Kling + Luma generated Red Sea water/tidal-wave material in under an hour versus weeks in a traditional process.

Kling's role & workflow

Hybrid workflow: live actors + AI-generated environments/effects + 360° LED wall + VFX/finishing.

Source Source
#9D — Creator/Testimonial

MagicMirror AI

AI Advertising / Creator ShortKling AI
Client / ownerIndependent creator project
Creator / directorCreator featured by Kling; name not reliably exposed in indexed primary text
ProductionIndependent creator
ResultCreator reports an advertising award at WAIFF Seoul 2026 and attendance at AI Film Festival Cannes 2026. Exact award category not independently verified.

Kling's role & workflow

Start/end-frame workflow was used to create a synchronized mirror/reflection effect.

Source
#10D — Creator/Testimonial

Cyber Love

Music VideoKling AI
Client / ownerIndependent creator project
Creator / directorCreator featured by Kling
ProductionIndependent creator
ResultNo verified views, revenue or award KPI found.

Kling's role & workflow

Creator explicitly cites lip-sync, audio-sync, character consistency and editing.

Source
#11D — Creator/Testimonial

OVERRIDE

Sci-fi Short FilmKling native 4K
Client / ownerIndependent creator
Creator / directorLimewrite / 来夢ライト
ProductionIndependent creator
ResultPublicly listed as a Kling 4K short; no independently verified commercial or festival KPI found.

Kling's role & workflow

Creator says native 4K delivered lifelike detail and photorealistic close-ups.

Source Source
#12D — Creator/Testimonial

Call in the Sandstorm

AI Short Film / Cultural AestheticKling AI
Client / ownerIndependent creator
Creator / directorCreator featured by Kling
ProductionIndependent creator
ResultNo verified audience, revenue or award KPI found.

Kling's role & workflow

Creator cites 4K detail, camera movement, microexpressions, clothing textures, sandy lighting and mural grain.

Source
#13D — Creator/Testimonial

A Heartbreaking Story Under the Full Moon

Short FilmKling 2.6; later Kling 3.0 Japanese-language capability
Client / ownerIndependent Japanese creator
Creator / directorCreator featured by Kling
ProductionIndependent creator
ResultNo verified business KPI found.

Kling's role & workflow

Creator says Kling 2.6 supplied visuals, voice, sound effects and background music for the short.

Source
#14E — Promotional / demo-adjacent

Kling 3 Moon-Landing Promo Video

Platform Promotional FilmKling 3.0
Client / ownerKling AI / creator ecosystem
Creator / directorCreator featured by Kling
ProductionKling AI / creator community
ResultNo independent campaign-performance metric located.

Kling's role & workflow

Creator highlights realistic dialogue, facial nuance, character binding and native 4K. This is not a customer case study.

Source
#15D — Creator/Testimonial

Creator Music-Video Portfolio Using Kling

Music / Creator EconomyMultiple Kling generations
Client / ownerIndependent creator projects
Creator / directorLongtime Kling creator / CPP featured by Kling
ProductionIndependent creator
ResultCreator says multiple Kling music videos won awards, but individual works/awards are not sufficiently identified in the indexed primary source.

Kling's role & workflow

Motion control, movement, physics and consistency are the cited production benefits.

Source
#16B/C — Credible reporting

Swords Into Plowshares — Storm Previs

VFX / Previsualization sub-caseKling AI + 3D/compositing
Client / ownerChinese historical drama
Creator / directorProduction/VFX team
ProductionTimeaxis Studios and partners
ResultSecondary reporting describes roughly 2 months → 2 weeks and an 8–10× efficiency improvement; not independently audited.

Kling's role & workflow

Kling-generated storm/ocean imagery was layered with 3D ship work and compositing for final effects.

Source Source
#17B — Official/project + industry reporting

RAPHAEL — Kling 1.0 to 4K evolution

AI-native Feature WorkflowKling 1.0 → later generations / 4K
Client / ownerMateo AI Studio / MBC C&I
Creator / directorEekjun Yang and team
ProductionMateo AI Studio
ResultCannes presentation confirms the production context; final release/commercial outcome remains separate from Kling usage.

Kling's role & workflow

Useful longitudinal case: the same production team continued using Kling as the model stack evolved.

Source Source
#18B — Professional production claim + creator evidence

House of David — Fallen Angel Sequence

VFX / Narrative InsertKling 1.6 (creator statement)
Client / ownerWonder Project / Prime Video
Creator / directorJon Erwin and production team
ProductionWonder Project / Innovative Dreams
ResultThe sequence made it into the released Prime Video series; no sequence-specific audience KPI is public.

Kling's role & workflow

A micro-case of Kling solving a difficult narrative/VFX shot that the production team says would otherwise have required heavy VFX effort.

Source Source
#19D — Creator/Testimonial

MagicMirror AI — Start/End Frame Technique

Technical Creator CaseKling AI
Client / ownerIndependent creator
Creator / directorCreator featured by Kling
ProductionIndependent creator
ResultAward claim is creator/Kling-reported; independent category-level verification not located.

Kling's role & workflow

The creator explicitly attributes the synchronized mirror transition to Kling start/end frame control.

Source
#20D — Creator/Testimonial

OVERRIDE — Native 4K Creator Short

AI Short FilmKling native 4K
Client / ownerIndependent creator
Creator / directorLimewrite / 来夢ライト
ProductionIndependent creator
ResultPublic video listing supports existence and 4K/Kling attribution; no verified business result.

Kling's role & workflow

Native 4K is the core documented contribution; useful as creator evidence, not enterprise proof.

Source Source

2. Film, Television & Professional Production

Firmly established

  • House of David: Kling was used in the released Prime Video production, including complex shots and background/volume assets.
  • Swords Into Plowshares: Kuaishou officially disclosed Kling use in selected virtual scenes and VFX shots.
  • The Old Stories: Moses: Kling participated in a hybrid virtual-production workflow alongside other models and live actors.
  • RAPHAEL: Kling is one component of an AI-native feature pipeline.

What the evidence does not prove

  • Kling generated every AI shot.
  • AI replaced conventional crews or actors.
  • Any universal cost-saving percentage.
  • Kling was the exclusive model in multi-model workflows.

3. Advertising & Brand Marketing

Strongest advertising evidence

  • Vai Dar Portugal: hybrid live action + AI commercial filmmaking at national-team campaign scale.
  • L'Ultimo Uomo Reale: Cannes Lions-winning commercial for The RealReal, with Kling supporting AI character/world creation.
  • MagicMirror AI: a creator advertising case showing controlled mirror/reflection generation, but award details are not independently verified to Cannes-level standards.

Common commercial pattern

  • Live-action/reference assets → AI generation → iteration → compositing/editing → sound/grade.
  • AI is concentrated on shots that are difficult, expensive or impossible to capture conventionally.
  • Character/product consistency is treated as a production requirement.

4. Production Workflow Patterns

Hybrid live-action + Kling

  1. Script/storyboard
  2. Capture actors/practical material
  3. Generate difficult shots in Kling
  4. Composite with live action
  5. Editorial, VFX, sound and grade

AI-native narrative

  1. Script and visual development
  2. Character/reference setup
  3. Generate and iterate
  4. Maintain identity across shots
  5. Assemble, sound-design and finish

VFX / previs compression

  1. Define effect/environment
  2. Generate rapid options
  3. Use output as previs/reference
  4. Refine in 3D/compositing
  5. Deliver final shot

Creator short-form

  1. Song/story/concept
  2. Reference preparation
  3. Motion/multi-shot generation
  4. Lip-sync/audio where needed
  5. Edit and publish

5. Before vs After / Business Impact

DimensionTraditionalKling-assistedEvidence
Impossible environmentsLocation, set, VFX or virtual productionRapid generated environments/shotsVerified qualitatively
Large-scale spectacleLarge crews, extras, practical effects and VFXAI can supplement scope and scaleVerified in professional cases
VFX/previs iterationLong simulation/render cyclesRapid visual alternativesStrongest in Swords Into Plowshares
Character continuityConventional continuity/VFXReference/element/subject controlsVerified capability + usage evidence
Audio/lip-syncSeparate generation/edit/sync stagesIntegrated AI audiovisual workflowsCreator/product evidence
4KCapture/render/upscaleNative 4K generation in Kling 3.0 seriesOfficial product evidence
Quantitative caution: The public record supports project-specific numbers such as ~80% AI-generated for Vai Dar Portugal, 72 AI-involved shots reported for House of David Season 1, and a reported two-month-to-two-week storm/previs compression. These should not be generalized into a universal Kling ROI claim.

6. Top 20 Comparison

#ProjectIndustryModelEvidenceResult / verified outcome
1Vai Dar PortugalAdvertising / Brand FilmKling 3.0A — Strongly verified~80% of the film AI-generated; >80% of AI shots created with Kling, according to Kling. Nearly 100M views were reported by Kling at publication.
2L'Ultimo Uomo RealeAdvertising / Luxury resaleKling AI; exact production model not fully disclosedA — Strongly verifiedCannes Lions 2026: Silver Lion, Film – Consumer Goods; Bronze Lion, Film Craft – AI Craft.
3House of David — Season 1Television / StreamingKling 1.6 and later workflowsA — Strongly verified for professional useKuaishou disclosed hundreds of AI-supported shots across the series; a production-team portfolio reports 72 AI-involved shots in Season 1 across multiple AI tools.
4House of David — Season 2Television / StreamingKling AI; later native 4K and motion-control workflowsB — Officially documented / credible reportingPublic reporting says Season 2 used more than four times as many AI shots as Season 1; exact Kling-only count is not public.
5Swords Into Plowshares (太平年)Television / VFX / PrevisualizationKling AI; exact version not isolatedA/B — Strong usage verification; efficiency claim reportedKuaishou confirms Kling involvement in selected virtual scenes and VFX shots. Secondary reporting says a storm/previs process fell from about two months to two weeks.
6Born of the TideAIGC Feature / AnimationKling 3.0 / native 4KB — Officially documentedNo independently audited business KPI found. Large-scale scenes include dragon-boat races, ceremonies, explosions and conflicts.
7RAPHAELAI-native Feature FilmKling 1.0 onward; later generations / 4KB — Official/project + industry reportingKOFIC reports a seven-person production and Cannes presentation. Mateo says selected scenes were created with Kling. Final theatrical outcome not independently confirmed here.
8The Old Stories: MosesTelevision / Virtual ProductionKling AI + other models; 4K later in workflowA/B — Professional production; efficiency is reportedLA Times reporting says Kling + Luma generated Red Sea water/tidal-wave material in under an hour versus weeks in a traditional process.
9MagicMirror AIAI Advertising / Creator ShortKling AID — Creator/TestimonialCreator reports an advertising award at WAIFF Seoul 2026 and attendance at AI Film Festival Cannes 2026. Exact award category not independently verified.
10Cyber LoveMusic VideoKling AID — Creator/TestimonialNo verified views, revenue or award KPI found.
11OVERRIDESci-fi Short FilmKling native 4KD — Creator/TestimonialPublicly listed as a Kling 4K short; no independently verified commercial or festival KPI found.
12Call in the SandstormAI Short Film / Cultural AestheticKling AID — Creator/TestimonialNo verified audience, revenue or award KPI found.
13A Heartbreaking Story Under the Full MoonShort FilmKling 2.6; later Kling 3.0 Japanese-language capabilityD — Creator/TestimonialNo verified business KPI found.
14Kling 3 Moon-Landing Promo VideoPlatform Promotional FilmKling 3.0E — Promotional / demo-adjacentNo independent campaign-performance metric located.
15Creator Music-Video Portfolio Using KlingMusic / Creator EconomyMultiple Kling generationsD — Creator/TestimonialCreator says multiple Kling music videos won awards, but individual works/awards are not sufficiently identified in the indexed primary source.
16Swords Into Plowshares — Storm PrevisVFX / Previsualization sub-caseKling AI + 3D/compositingB/C — Credible reportingSecondary reporting describes roughly 2 months → 2 weeks and an 8–10× efficiency improvement; not independently audited.
17RAPHAEL — Kling 1.0 to 4K evolutionAI-native Feature WorkflowKling 1.0 → later generations / 4KB — Official/project + industry reportingCannes presentation confirms the production context; final release/commercial outcome remains separate from Kling usage.
18House of David — Fallen Angel SequenceVFX / Narrative InsertKling 1.6 (creator statement)B — Professional production claim + creator evidenceThe sequence made it into the released Prime Video series; no sequence-specific audience KPI is public.
19MagicMirror AI — Start/End Frame TechniqueTechnical Creator CaseKling AID — Creator/TestimonialAward claim is creator/Kling-reported; independent category-level verification not located.
20OVERRIDE — Native 4K Creator ShortAI Short FilmKling native 4KD — Creator/TestimonialPublic video listing supports existence and 4K/Kling attribution; no verified business result.

7. Evidence & Source Quality

Tier 1 — Primary

Kling case studies, Kuaishou filings, official project/company pages and official campaign pages. Best for confirming usage and stated workflow.

Tier 2 — Independent / industry

KoBiz/Korean Film Council, professional portfolios and reputable film/advertising reporting. Best for validating project context.

Tier 3 — Creator evidence

Creator posts, interviews and Kling anniversary testimonials. Good for feature-level usage, weak for audited ROI.

Research rule

If the source does not support a client relationship, exact model, award, KPI or percentage, the report does not infer it.

8. Requested Cases That Remain Partially Verified

  • Cyber Love: real named project and Kling usage are documented, but independent performance/award evidence is limited.
  • MagicMirror AI: workflow and creator-reported award are documented; exact independent award details remain incomplete.
  • OVERRIDE: public Kling creator evidence supports native 4K use; no strong independent business/festival outcome was found.
  • Generic Kling Explore examples: excluded as customer case studies unless a client/production relationship is independently established.

“Not publicly verified” does not mean false. It means this research did not find enough evidence to publish the claim as a fact.

9. Core Sources

10. Final Conclusion

Evidence-based conclusion: Kling AI has crossed the threshold from a simple AI video generator into a credible production component for selected professional workflows. Its clearest value is not “replacing filmmaking”; it is expanding what small and large teams can visualize, iterate and execute — especially difficult shots, environments, effects, animation and character-driven scenes.

Strongest evidence

  • Hybrid film/TV production
  • VFX and previs
  • Animation
  • AI-native narrative projects
  • Character consistency
  • Native 4K creator workflows

Still unproven at scale

  • Audited ROI
  • Revenue/conversion impact
  • Universal cost savings
  • Exclusive customer relationships
  • Exact Kling share in multi-model productions
  • Long-term retention impact