Consulting & Services
Applied AI engineering, from question to working system.
For teams that need a system designed, prototyped or deployed — especially where privacy, cost or control make off-the-shelf AI services a poor fit.
Service
The question it answers
Typical output
AI systems architecture
How should models, data, tools and interfaces fit together — and where shouldn’t they?
Architecture document and decision record
Prototype development
Will this approach work, and what would it take to build properly?
Working prototype with evaluation results
Local and private AI deployment
Can this run on hardware we control, with our data staying put?
Deployed system on your infrastructure, with a runbook
Software integration
How does AI connect to the systems we already run?
Integrated services, APIs and tests
Compute and inference architecture
What hardware and serving setup does this workload actually need?
Sizing plan and reference configuration
Technical research consulting
Is this approach, research plan or vendor claim sound?
Written assessment in plain language
Custom automation and intelligent systems
Which slow, repetitive work can be automated safely?
Automation with review steps and monitoring
Engagement
Four stages, agreed up front
Conversation
What you are trying to do, and whether AI is the right tool for it.
Scope
A written plan with deliverables, constraints and how success will be measured.
Build
Iterative development with regular, working check-ins.
Handoff
Documentation and knowledge transfer, so your team owns what was built.
A good fit
- You have a specific problem and want to know whether AI can solve it
- Data privacy, cost or control make hosted AI services a poor fit
- You need one partner who can work across models, software and hardware
- You want an honest assessment before committing budget
Probably not a fit
- Large-scale staffing or long-term outsourcing
- Projects that need a marketing claim more than a working system
- Work that requires sharing sensitive data before an agreement is in place
Start
Have a project in mind?
A few sentences describing the problem are enough to begin.