AI Evolution Care™
Continuous AI performance. Enduring business value. AIngest maintains, tunes, and evolves your deployed AI systems—keeping them sharp, compliant, and aligned with your goals.

The AI Evolution Care™ Process
A structured 4-phase cycle to stabilize, optimize, and continuously evolve your deployed AI — ensuring it stays performant, compliant, and aligned with your goals as technologies and needs change.
Initial Audit
We evaluate your deployed AI system’s current state — performance, reliability, and upgrade potential.
Stabilize
We patch issues, improve system health, and ensure models and tools are reliable and secure.
Evolve
We upgrade your tools and models as better options emerge — keeping you current and competitive.
Strategize
Through quarterly reviews, we align your AI systems with business goals and uncover new use cases.
What’s Included in Your AI Care Plan
AI Evolution Care™ gives your deployed AI the attention it needs to thrive — with hands-on diagnostics, updates, and strategic support.
Monthly Performance Reports +
Optimization Logs
We track how your AI systems are performing and log actionable optimizations — shared transparently every month.
Tool & LLM Update Roadmap
As new tools emerge, we assess and recommend upgrades tailored to your stack — keeping you modern and efficient.
Quarterly Strategic Audit +
Recommendations
Every 3 months, we review your goals, usage trends, and missed opportunities — and offer strategic next steps.
Fast-Track Bug Fixes +
Tech Concierge
Have an issue or new idea? You get access to real engineers — not bots — with prioritized troubleshooting support.
Annual Architecture Review +
Upgrade Plan
We assess your AI system end-to-end once a year and deliver a roadmap for scalability, security, and improvement.
Why Clients Stay with AIngest
Trusted by Companies Who Want AI that Works — and Keeps Working.
Long-Term AI Partner
We evolve your systems with you — not just build and bail.
You Work with Experts Only
You work with experts who understand both code and business context — so you're not just getting code, you're getting clarity.
Transparent Impact
Monthly dashboards and updates show what’s improving — and what’s next.
Built for Lean Teams
You don’t need an in-house AI team. We handle that for you.
Bonus for AIngest Clients
Clients with AI Connect Ignition™ built solutions get complimentary onboarding + early optimization.
Ready to Make Your AI Future-Proof?
Low Commitment. High Continuity.
Start with a 3-month pilot. Cancel anytime.
Most clients stay 12+ months after seeing ongoing results.
Plans start at $1,500/month. No long-term contracts.