Monthly improvement cycle
Each month: defined priorities, execution, deployment, and a brief summary of what changed and why.
Ongoing Support & Improvement
AI systems that improve every month instead of going stale.
- Investment
- $3,000 – $8,000/month
- Timeline
- ~10–20 hrs/month
Overview
What this engagement is.
Deploying an AI system is the beginning, not the end. Models improve. Business processes shift. New data sources become available. New automation opportunities surface. A monthly partnership keeps your AI stack moving forward — prompt refinements, new integrations, performance improvements, and a technical partner who knows your system deeply and is available when something needs attention.
This engagement is built around continuity. We stay in your systems, monitor performance, and come to the monthly kickoff call with a clear picture of what's working and what to improve next. No scrambling to re-establish context with a new vendor — we already know your architecture and your data.
What you can rely on
- No re-establishing context every month — we already know your systems
- Cancel any month with 30 days notice — no lock-in
- Priority response means production issues don't wait in a ticket queue
- Every change is documented and your team stays in the loop
Deliverables
What you receive.
Priority support response
Production issues get a response within a few hours, not a few days. You have a direct line.
Prompt and model tuning
As your data evolves and edge cases emerge, we tune the AI components to maintain accuracy and performance.
New integration work
As your systems change or new data sources become available, we extend the platform to include them.
Quarterly strategy call
Every 90 days, we zoom out: review the bigger picture, assess ROI, and plan the next quarter's priorities.
Process
What happens from here.
Onboarding and priority setting
Month 1
Month one starts with a full system review and a clear list of the top opportunities. We align on what success looks like for the quarter.
Monthly kickoff call
Each month
Start of each month: 30 minutes to align on priorities, review last month, and confirm this month's scope.
Async work and weekly updates
Each month
We work through the month with transparent, brief weekly updates — no surprises, no chasing.
Deploy and document
Each month
Changes go out on a regular cadence with documentation kept current. Nothing deployed without your awareness.
Quarterly strategy review
Every 3 months
Every three months: broader conversation about ROI, system health, new automation opportunities, and priorities for the next quarter.
Related experience
Where this approach has been applied.
Representative engagements led by our principal engineer. Client names withheld.
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Get started
Tell us about your current system
Ongoing Support & Improvement works best after a project is live. Tell us what you've built and what you'd like to improve.
- Reply within 1 business day. A direct response from a person, not an auto-responder.
- Free introductory call. A technical conversation to understand the actual problem. No sales pitch.
- Honest assessment. If this engagement is not the right fit, we will say so and suggest what would help.
- Written proposal. If we are aligned, you receive a plain-language scope, timeline and fixed price.