AI Development
AI that earns its place in your organization
We design, build and run AI for video, audio, documents and operations, with people in the loop and a record of every decision.
What we do
From first idea to a running system
Many organizations have a stack of AI ideas and little evidence about which ones will work. Our team starts with your data and your workflow, then builds the smallest useful system, tests it with your people, and runs it.
We also run live streaming for customers, so the AI we build for media fits how production teams actually work.
- Ranked project lists, not wish lists
- Prototypes you can try in weeks
- Human review where it matters
- Handover with documentation and training
Services
Eight ways we can help
Readiness & Roadmap
A short engagement that ends with a ranked list of AI projects and a plan.
Learn more →
Applications Built to Order
Tailor-made applications that embed AI in your own workflow.
Learn more →
Generative Content Studio
Drafting systems for text, images and media, with your brand rules and review steps.
Learn more →
Workflow Agents
Task-doing assistants with permissions, logs and a human in the loop.
Learn more →
Video & Audio Understanding
Make every video and recording searchable by what is in it.
Learn more →
Speech & Language Systems
Speech recognition, translation and summarization tuned to your vocabulary.
Learn more →
Data Foundations
Pipelines, catalogs and checks that turn scattered data into a base for AI.
Learn more →
Model Operations & Oversight
Monitoring, testing and governance for AI systems in production.
Learn more →Solutions
Ready-to-tune systems
Archive Search Engine
One search box across video, audio and documents.
Learn more →
Highlight Finder
Automatic shortlist of the best moments, for an editor to approve.
Learn more →
Service Assistant
Answers from your own sources, with handoff to a person.
Learn more →
Records Intelligence
Extraction, sorting and summaries for documents and forms.
Learn more →
Audience Forecasting
Models that anticipate viewing and attendance.
Learn more →
Review & Compliance Checks
Pre-publication screening against your own policies.
Learn more →Industries
Where we apply it
Government & Public Sector
Search, translation and review tools for public bodies.
Learn more →
Media & Entertainment
Catalog, localization and promotion tools for media companies.
Learn more →
Sports & Live Events
Highlights, forecasts and fan tools for teams and leagues.
Learn more →
Business & Enterprise
Search, assistants and content tools for corporate communications.
Learn more →
Education & Training
Searchable lectures and accessible content for learners.
Learn more →
Associations & Nonprofits
Member service and knowledge tools for small teams.
Learn more →
News & Broadcast
Archive, captions and clips for newsrooms.
Learn more →Beyond media
Need AI for something other than video?
General AI Development covers strategy, custom applications, generative AI, agents, machine learning, computer vision, data work and ongoing support for any organization.
General AI Development
AI for any business and any kind of data: strategy, software, models, integration and support.
Learn more →
AI Strategy & Advisory
A ranked, staged plan that shows where AI belongs in your organization and what to build first.
Learn more →
Custom AI Applications
Web and mobile software designed around your process, with AI built in where it helps.
Learn more →Approach
How an engagement runs
Listen
Interviews, data review and a clear definition of success.
Prototype
A working version on your real material, tested by your people.
Build
Production engineering, security review and integration.
Launch
Training, monitoring and a rollout plan.
Improve
Regular reviews of accuracy, cost and use.
AI that people can check.
Every project has a named reviewer, a log of what the system did, and a rule for when a person decides. Read how we work.
Insights
Guides for AI buyers
Seven questions before you fund an AI pilot
A short list to ask yourself, and your vendor, before the first project begins.
Read →Is your video archive ready for AI search?
Five checks that predict whether an archive will search well.
Read →Where a person belongs in an AI workflow
A practical way to decide which steps need human review.
Read →Questions
Common questions
Do we need our own data scientists?
No. We bring the engineering and design. We do ask for a business owner, access to the people who do the work, and someone who can approve data access.
How long until we see something working?
The Prototype stage is designed to put a working version in front of your team quickly. The timeline depends on your data and approvals, and we will agree it in writing before we start.
Can AI be added to our existing streams and archives?
Yes. See Video & Audio Understanding and Archive Search Engine.
Who owns what we build?
We agree ownership and licensing terms in the proposal, before work begins.
Start with a conversation.
Tell us what you are trying to improve. We will tell you honestly whether AI is the right tool.