Services / Support

Deployed is the start, not the finish.

AI systems drift: indexes go stale, models change, costs creep, and yesterday's eval pass means nothing next quarter. Support is managed AI operations on the Kona platform — we keep what's deployed reliable, evaluated, governed, and affordable.

What managed AI operations covers

Five disciplines, run continuously.

Monitoring & incident response

Application, agent-trace, and cost telemetry watched continuously; incidents triaged, contained, and rolled back with runbooks.

Continuous evaluation

Eval suites re-run on every model, prompt, and index change — regressions caught before your users find them.

Knowledge freshness

RAG sources, embeddings, and indexes kept current; withdrawn content actually disappears.

Cost optimization

Model routing, caching, and right-sizing tuned monthly — cost per successful task, reported.

Governance reporting

Autonomy-ladder compliance, approval records, and audit trails packaged for your risk owners.

The three tiers

Essential, Managed, or Autonomous Ops.

Every tier includes the platform's built-in audit trail and event log. Tiers add depth of ownership, not just response speed.

Capability
Essential
Watch & respond
Managed
Operate & improve
Autonomous Ops
Own & optimize
Monitoring & alerting
Business-hours monitoring, alert routing to your team
24×5 monitoring, we respond to alerts
24×7 monitoring with on-call ownership
Incident response
Runbooks + guided response
We triage, contain, and roll back
Full incident ownership with postmortems
Continuous evaluation
Quarterly eval re-runs
Eval gates on every change
Expanding eval suites + red-team refresh
Knowledge freshness
Stale-source alerts
Managed reindexing & deletion propagation
Freshness SLOs with proactive source review
Cost optimization
Monthly cost report
Routing & caching tuned monthly
Cost-per-outcome targets, actively managed
Autonomy management
Ladder compliance report
Promotion/demotion recommendations
We operate the promotion gates with you
Governance reporting
Quarterly audit pack
Monthly governance review
Continuous compliance dashboard + reviews
Improvement backlog
Prioritized recommendations
We ship the improvements under change control

Keep what you deployed worth what you paid.

We'll review your deployed system and recommend a tier — with the first month's governance report as the proof.

Talk to operations
At a glance

Support — Managed AI operations

Managed operations for agents already in production — monitoring, evaluation, incident response and change control.

What this covers

  • Managed agent operations
  • Three-tier support
  • Evaluation and drift monitoring
  • Governance reporting