AI Infrastructure Management
Keep your AI accurate, fast and affordable.
Keep AI systems accurate, fast and affordable as models and data change.
The problem
Why this matters
AI systems drift. Models are retired, prices change, data shifts and answer quality slips without anyone noticing.
What we build
AI Infrastructure Management: what is included
- 01
Quality monitoring against your test set
- 02
Model upgrades and migrations
- 03
Prompt and retrieval tuning
- 04
Cost tracking and optimization
- 05
Safety and guardrail reviews
- 06
Incident response
Use cases
Where it is used
- An AI agent in production
- A voice assistant in production
- A RAG or knowledge system in production
What you receive
- A monthly quality and cost report
- Tested upgrades
- Alerts when quality or spend moves outside agreed limits
How the work runs
A clear path with a decision point at every step
- 01
Discover
A free call to understand your goal, users, data and constraints, followed by a short written summary.
- 02
Assess
A review of your data, systems and any existing prototype, ending in a plan with scope, price and timeline.
- 03
Pilot
One workflow built end to end and released to real users.
- 04
Build
The full system, delivered in two-week cycles with a demo at the end of each.
- 05
Run
Monitoring, support, upgrades and steady improvement on a monthly plan.
Pricing
Clear scopes. Starting prices you can plan around.
Discovery call
Free
30 minutes
A first look at your idea or system and a clear next step.
Readiness Assessment
From $3,000
1 to 2 weeks
A review of your data, systems and any prototype, ending in a fixed-price plan. Credited in full if you build with us within 60 days.
AI Pilot
From $8,000
4 to 6 weeks
One workflow built end to end and live with real users.
AI Production Build
From $18,000
10 to 18 weeks
A complete AI system in production, in your accounts.
Software Build
From $12,000
6 to 14 weeks
Web, mobile and backend products, starting with an assessment.
Managed Services
From $2,000 a month
3-month minimum
Monitoring, fixes, upgrades and improvement after launch.
- Prices in US dollars. A fixed quote follows the assessment.
- AI model and cloud costs are billed to your own accounts, and we estimate them up front.
Questions
What buyers ask us
Why does a working AI system need upkeep?
Providers change and retire models, and your own data changes. Regular testing catches problems before customers do.
Do you manage AI systems built by others?
Yes, after an assessment.
Related services
Often built together
Your AI future starts now.
Tell us what you want to build. The first 30-minute call is free.
Book a Strategy Call