01
Private AI for Small Business
A practical system that does not require a dedicated internal AI team.
Business
Private AI designed around the business, not the demo
Business systems need more than a convincing answer in a sales meeting. They need defined users, availability expectations, access rules, documentation, support, and a plan for the information around the model.
Operational needs
A business deployment has to keep working.
The architecture should make ordinary administration possible and failures understandable.
- Confidential information
- Multiple users
- Access control
- Reliable availability
- Predictable costs
- Documentation
- Support
- Integration
- Employee training
- Data governance
02
Private AI for Professional Offices
Controlled assistants for documents, procedures, research, and internal knowledge.
03
Private AI for Technical Teams
Models and APIs for code, infrastructure documentation, logs, runbooks, and engineering knowledge.
04
Private AI for Sensitive Environments
Architecture designed around stricter data-location, access, and retention requirements.
Discovery
Questions we ask first
- 01What should the AI help people do?
- 02What information will it access?
- 03Who should be allowed to use it?
- 04Where may the data be processed?
- 05What response time is acceptable?
- 06What happens when the model is wrong?
- 07Who will maintain the system?
- 08What budget and hardware constraints exist?
A controlled next step
Start with the work, the information, and the people.
A useful design begins with what the business needs to accomplish and the boundaries it is prepared to operate.