Intelligent Media Archiving & Discovery
Turning complex creative archives into AI-ready, searchable knowledge
KoobrikLabs helps creative organisations unlock the full value of their media archives using applied AI, agentic systems, and modern knowledge architectures. We transform fragmented creative materials - scripts, PDFs, artwork, metadata, and legacy documents - into structured, searchable intelligence that supports faster decision-making across editorial, legal, production, and development teams.
Built specifically for story-driven media, our approach respects creative craft while delivering practical, explainable AI systems that work with the way creative teams already operate.
Intelligent discovery for complex story worlds
Traditional creative archives were built for storage, not exploration.
Across publishing, film, games, and entertainment, organisations sit on decades of high-value content – characters, timelines, worlds, and creative contributions locked inside static documents and siloed systems. As universes expand and teams scale, answering even basic questions can become slow, manual, and error-prone.
Questions like:
- Where does this character first appear?
- How does this storyline connect across runs or eras?
- Who worked on this issue, scene, or asset?
- Has this plot point or visual appeared before?
KoobrikLabs helps organisations move from passive archives to active, intelligent knowledge systems.
Instant discovery across complex storyworlds
Secure, scalable archive foundations
Faster creative insight & access
Intelligent media archiving
1. Structured archive preparation
We start by transforming unstructured creative materials into clean, machine-readable data.
This typically includes:
- Processing PDFs, scripts, lettering documents, and artwork metadata
- Extracting dialogue, narration, captions, and on-page text
- Identifying characters, locations, creators, timelines, and issue-level metadata
- Normalising content into a structured, query able knowledge layer
The result is a reliable foundation for AI-driven discovery, search, and reasoning — without disrupting existing archive systems.
2. Agentic search & knowledge navigation
On top of the structured archive, we deploy AI agents designed to explore creative content the way humans actually ask questions.
Our systems:
- Interpret natural-language queries from non-technical users
- Combine semantic search, graph lookups, and contextual reasoning
- Return grounded answers tied directly to source materials
- Support exploration across characters, storylines, appearances, and credits
This enables fast, explainable answers while maintaining trust in the underlying content.
3. Interactive prototypes & proof of concept
We typically begin with a focused POC to demonstrate value quickly.
Deliverables often include:
- A simple chat or search interface for internal teams
- Issue- or asset-level answer grounding
- Feedback capture to refine retrieval quality
- A clear roadmap for scaling across larger catalogs
Most POCs are delivered in weeks, not months.
Why creative industry expertise really matters
KoobrikLabs isn’t like other consultancies. We are deeply embedded within the creative industries ecosystem, with firsthand experience supporting studios, agencies, publishers, and games studios. Built on the belief that creative teams deserve technology that understands their world, we understand production workflows, collaboration across creative teams, rights management, audience data, and the security requirements that matter to studios and creative organisations. Our expert team delivers value quickly while protecting the creative continuity that underpins your business.
Our People
Work with creative experts
Orlando WoodCEO
Leads KoobrikLabs with deep experience across film, advertising, and creative technology, spanning story development, production, and large-scale content ecosystems. Orlando brings a strong understanding of how narrative, archives, and creative workflows intersect, grounding KoobrikLabs’ media intelligence and AI work in the realities of how creative organisations build, manage, and evolve complex story worlds.
Rachel DugganHead of Business Development
Leads business development for KoobrikLabs’ archive intelligence and applied AI offerings, working with publishers, studios, and creative organisations. Rachel brings a research-led, global perspective shaped by cross-sector experience, helping partners navigate emerging technologies and turn complex creative archives into scalable, value-driven systems.
Open Partner Ecosystem
We have in-depth expertise across the cloud partner ecosystem – working with the systems and tech you already use and love.
Build intelligent archives, not just repositories
Whether you’re exploring AI for a single title, a major franchise, or an entire catalog, KoobrikLabs helps you turn creative history into a living, navigable knowledge system.
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