# DIGITAL INNOVATION CONSULTANCY

Where Hollywood pipelines meet generative AI

Specializing in AI implementation, advanced VFX pipelines, and next-generation UX — we bridge the gap between bleeding-edge technology and practical business solutions.

50+
COMBINED YEARS EXPERIENCE
3
SCI-TECH ACADEMY AWARDS
40+
MAJOR PRODUCTIONS
$20M+
R&D BUDGETS MANAGED
300+
PERSON TEAMS LED

Award-Winning Expertise

Two Academy Award contributors with 50+ combined years building production pipelines for Hollywood studios and Silicon Valley.

John Huikku

Co-founder

25+ years VFX & animation. Credits on Dune 2, Frozen, Lord of the Rings. CG Supervision at DNEG, Disney.

Andrew Pearce

Co-founder

Maya Sci-Tech Oscar. VP of Global Technology at DreamWorks. Led OpenVDB open-source release.

Meet the Team

What We Do

End-to-end AI-powered solutions for media production

â—† AI Image & Video Generation
â—† AI Metadata & Content Analysis
â—† Training Data & Dataset Engineering
â—† Digital Asset Management
â—† LLM Integration & Developer Tools
â—† Backup, Storage & Infrastructure
â—† Gen AI App Development
â—† Image & Video Workflow Automation
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Our Expertise

Specialized services at the intersection of technology and creative execution

AI Image & Video Generation

Custom pipelines for AI-generated images, video, and 3D assets.

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AI Image & Video Generation

Production pipelines using ComfyUI, Stable Diffusion, and cloud APIs. From IntelliStory storyboarding to generative audio synthesis.

  • ComfyUI workflow development
  • Multi-model orchestration (HiveMind)
  • Custom LoRA & fine-tuning

AI Metadata & Content Analysis

Detect AI-generated content and analyze media files at scale.

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AI Metadata & Content Analysis

Detection and verification for AI content. MetaProbe patterns with ffmpeg-based video analysis pipelines from MetaBase.

  • C2PA & IPTC detection
  • ffmpeg batch processing (MetaBase)
  • Content authenticity verification

Training Data & Dataset Engineering

Build and curate datasets for custom AI models and fine-tuning.

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Training Data & Dataset Engineering

Dataset curation from MetaBase frame archives to FinalPoint VPR satellite imagery. Quality control pipelines at scale.

  • Frame archive & manifest generation
  • Satellite tile download (FinalPoint)
  • 7,800+ curated mappings (emoji-to-icons)

Digital Asset Management

Organize, version, and distribute digital assets with custom DAM solutions.

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Digital Asset Management

Enterprise DAM with immutable versioning (BetaMax) and VFX shot tracking (MetaBase). CATIA/ENOVIA integration for aerospace.

  • Immutable versioning (BetaMax)
  • Reserve → Upload → Commit workflow
  • Background workers (thumbnails, proxies)

LLM Integration & Developer Tools

Connect LLMs to your workflows with token-optimized formats.

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LLM Integration & Developer Tools

Token-efficient notation (MOTH, kablUI), ComfyUI LLM Bridge (80%+ compression), and natural language intent parsing (FinalPoint Gemini).

  • ComfyUI LLM Bridge/Tools
  • Gemini intent parsing (FinalPoint)
  • Code visualization (mothlab)

Backup, Storage & Infrastructure

Reliable storage and infrastructure for AI assets and training data.

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Backup, Storage & Infrastructure

AWS architecture (EKS, RDS, S3) from BetaMax. Supabase + S3 patterns from MetaBase. Durable job queues with DR runbooks.

  • AWS EKS/RDS/S3 (BetaMax)
  • Supabase storage (MetaBase)
  • DR & observability (SLOs)

Code Architecture & Analysis

Visualize dependencies, detect cycles, and analyze code coverage.

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Code Architecture & Analysis

Full-stack code visualization with mothlab. Static import graphs, cycle detection (Tarjan's algorithm), and runtime coverage analysis.

  • Dependency graph visualization
  • Circular dependency detection
  • Dead code & coverage analysis

Mission Planning & Geospatial

AI-powered flight planning for drones, mapping, and autonomous systems.

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Mission Planning & Geospatial

FinalPoint-style autonomous mission planning with Gemini AI intent parsing, weather integration, and MAVLink drone upload.

  • AI flight path generation
  • Offline map tile caching
  • Weather & terrain integration
# PLANNING A LARGE-SCALE PROJECT?

Talk to Us Before You Hire

If your project involves video, images, AI training, RLHF with artists, VFX, or animation — you need a pipeline before you need a team. We've spent 25+ years building production pipelines for studios like Disney and DNEG. Now, with 2 years of agentic AI coding, we can deploy these systems in weeks, not months.

25+
Years Pipeline Dev
2
Years Agentic AI
10x
Faster Deployment

Don't waste budget on artists before your infrastructure is ready. Let's architect your pipeline first.

Already have a prototype? We can take your vibe-coded MVP and make it production-ready, secure, and scalable — ready for enterprise deployment.

Schedule a Consultation

Get in Touch

Have a project in mind? Let's create something extraordinary together.