General AI Development
AI built around your business
Strategy, software, models and support for any organization that wants practical AI, from a first conversation to a system in daily use.
What we do
One partner for the whole AI journey
Some organizations know exactly which model they need. Others have a problem, a pile of data and a budget question. We work with both. We can advise, design, build, connect and run, or step in at whichever stage you need.
This section is for AI development in any industry and with any kind of data. If your project centers on video, audio or live events, see AI Development, which is written for media teams.
- Advice you can act on
- Software built around your process
- Connections to the systems you run today
- Support after launch
Services
Twelve ways we can help
AI Strategy & Advisory
A ranked, staged plan that shows where AI belongs in your organization and what to build first.
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Custom AI Applications
Web and mobile software designed around your process, with AI built in where it helps.
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Generative AI & Language Models
Assistants, drafting tools and search that answer from your own documents and show their sources.
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AI Agents & Assistants
Chat assistants and task-doing agents that answer questions and hand off to staff when a person should decide.
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Machine Learning & Forecasting
Models that learn from your history to forecast demand, flag unusual activity and score risk.
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Image Recognition & Inspection
Software that reads photos and video to count, inspect, locate and flag.
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Language & Document Intelligence
Read contracts, forms, emails and reports and turn them into organized, searchable data.
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Data Pipelines & AI Readiness
Collect, clean and organize the data your AI depends on, and find the gaps before they stall a project.
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Connecting AI to Your Systems
Add AI features to the software and workflows you already run, without replacing them.
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Production Rollout & Support
Deploy models into daily use, then monitor, test and update them so they keep doing their job.
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AI Security & Governance
Policies, access controls and review steps for using AI while protecting people and records.
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Back-Office Automation
Take repeated, rule-bound office tasks off people's desks and keep a person in charge of exceptions.
Learn more →Sectors
Built for how your sector works
Government & Public Agencies
Agencies handle large volumes of requests, records and notices with small teams and strict rules.
Finance & Insurance
Document-heavy, rule-heavy work where every decision has to be traceable.
Health Operations
We work on the administrative side: scheduling, records handling, billing paperwork and staff questions. We do not build tools that diagnose or treat patients.
Retail & Online Stores
Catalogs, stock and customer questions change daily and span many channels.
Logistics & Supply Chain
Shipments, documents and schedules move through many hands, and small delays add up.
Factories & Production
Lines, machines and inspection steps produce data that rarely reaches the people who plan the work.
Approach
How an engagement runs
Discover
Learn the problem, the people and the data.
Outline
Choose the approach and sketch the system.
Prove
Test the idea on your real material.
Engineer
Build, secure and connect the solution.
Run
Launch, monitor and improve.
Engagement
Ways to work with us
Proof of concept
A small, bounded build that tests one idea on your real material, with a written readout of what worked and what did not.
Fixed-scope project
A defined deliverable with a written scope, milestones and review points.
Dedicated team
A named group of engineers, a designer and a project lead who work as an extension of your staff for an agreed period.
Working with video or live events?
Our AI Development section covers media understanding, archive search, highlight finding and more.
Questions
Common questions
Do you only work on media projects?
No. We also run live streaming for customers, but General AI Development is open to any organization and any kind of data.
Do we have to start with a big project?
No. A strategy session or a small proof of concept lets you test an idea before you commit more.
Which AI models and platforms do you use?
We choose them with you after reviewing your needs, your data and your security rules, rather than starting from a single product.
How do we begin?
Call 1-800-893-0082 or use the contact form. We will ask about your goal, your data and your timeline, and reply with a suggested next step.
Tell us what you want AI to do.
Describe your problem and what data you hold. We will reply with a suggested next step.