AI for organizations that care where their data goes
We work best with organizations that can see opportunities for AI but have legitimate concerns about privacy, security, control or integration — and would rather solve those than pretend they do not exist.
Municipalities and public agencies
Government organizations generate enormous amounts of information: meetings, minutes, agendas, public records, policies, reports, video, audio, historical archives, internal documents. Much of it is legally public. Some of it is legally protected. Very little of it is easy to search.
AI can help process and organize that information while respecting the organization's requirements about where information is stored and processed — which for public bodies are usually written down somewhere and taken seriously.
- Meeting transcription
- Searchable meeting archives
- Caption generation
- Document OCR
- Document indexing
- Public records search
- Summarization
- Internal document search
- Historical archive processing
- Automated classification
- Departmental AI systems
- Policy and ordinance lookup
More on private AI for local government →
Software companies
Software organizations often have the strongest reasons of anyone to keep data private, because their source code is the intellectual property. "Do not paste our repo into a public model" is not paranoia, it is basic asset protection.
Private AI infrastructure can support:
- Code assistance
- Repository analysis
- Security scanning
- Documentation
- Internal knowledge search
- Issue analysis
- Log analysis
- Release workflows
- Engineering automation
More on AI-assisted security and development →
Professional services
Firms handling client information want the productivity benefits of AI without casually sending client material into public systems — and often have contractual obligations that make the question straightforward.
- Document processing
- Internal search
- Summarization
- Research assistance
- Transcription
- Knowledge management
- Automated classification
- Matter and project history
Document-heavy organizations
If your organization has spent years accumulating PDFs and scanned records that employees struggle to search, document intelligence is frequently the single highest-value use of AI available to you — higher than any chatbot, and considerably easier to justify.
The information is already yours. You already paid to create it. The only thing missing is a way to find it.
Deeper on a particular sector
Private AI for local government
Meeting transcription, records search, OCR and archives — under rules that already exist.
Government AIMunicipalities
What a city or town usually does first, and roughly what it takes to run.
Municipal AIMeetings and hearings
Turning recorded public meetings into transcripts, captions and searchable archives.
Meeting transcriptionOn-premises AI
For organizations whose answer is simply "it runs here, or it does not run."
On-premises AIDocument-heavy organizations
Semantic and keyword search across archives nobody can currently navigate.
AI document searchNot sure which you are
Start with the work rather than the sector. That is where the conversation goes anyway.
Private AI consultingIf the current policy is "do not put company data into public AI"
That is a reasonable policy. It does not have to mean "do not use AI." There is a version of this that respects the rule you already wrote.