AI Run & Optimize
Keep your production AI accurate, available, and improving, without adding headcount.
Who it's for
- Companies with AI in production that need it to keep performing.
- Teams without in-house capacity for monitoring and upgrades.
- Enterprises that need SLAs and audit-ready accountability.
Standard and Enterprise
| Included | Standard | Enterprise |
|---|---|---|
| Evaluation runs on a schedule against known-correct cases | Yes | Yes |
| Drift monitoring for accuracy, cost, and exception rates | Yes | Yes |
| Model version upgrades and re-testing | Yes | Yes |
| Token and infrastructure cost management | Yes | Yes |
| Response SLA | No | Yes |
| Multi-system coverage | No | Yes |
| Quarterly business review | No | Yes |
| Price | $5,500 / month | $12,500 / month |
Didn't build it with us? Systems Whale Song did not build start with a knowledge-transfer and onboarding period before coverage begins.
How it works
Monthly, on a 12-month term that begins at go-live. We test, monitor, and tune your production AI: scheduled evaluation runs, drift monitoring, model upgrades, and cost control.
The outcome
Your AI stays tuned and performing while your team focuses on the business.
What comes next
For traditional software, Support & Maintenance covers security, uptime, and fixes.
Proof
Results we've delivered
90%+
AI accuracy raised from under 50% to 90%+
Financial services
70%
70% less manual correction of AI outputs
Financial services
Zero
Zero client-reported data discrepancies in the first 90 days
Financial services
Frequently asked questions
Why does AI need ongoing support after launch?
AI isn't software you ship once. Models drift, costs creep, and new models arrive. AI Run & Optimize covers evaluation maintenance, drift monitoring, model upgrades, and token cost control.
What does AI Run & Optimize cost?
Standard is $5,500 / month. Enterprise is $12,500 / month and adds contractual SLAs, multi-system coverage, quarterly business reviews, dedicated support, and audit-ready reporting.
Can you support AI systems another team built?
Tell us what you have running and we'll confirm fit on the intro call.
Ready to get your team's time back?
In 30 minutes, we'll map where your time and money are leaking, and you'll leave with at least one idea you can act on, whether or not we work together.