AI Reliability & App Rescue
Failing AI app, hallucinating RAG, or a half-finished vibe-coded build? Our SWAT team audits, fixes, and stabilises it — with a 99.9% uptime SLA on maintenance.
Free diagnostic audit. No commitment to proceed.
24h
Audit kickoff
99.9%
Uptime SLA
P1
Emergency triage
Free
Diagnostic audit
Who It's For
Your AI app is in production but performing badly — hallucinating, crashing, or losing users. You need it fixed fast.
An agency or offshore team delivered a half-built mess. We audit what's there, salvage what works, and complete the build.
Technical debt has accumulated across your AI stack. You need a structured audit and a clear path to stability.
How It Works
Our SWAT team audits your full codebase, AI architecture, RAG pipeline, and production logs. You receive a prioritised diagnostic report — every bug, bottleneck, and risk mapped.
We resolve hallucinations, performance regressions, and critical P1 bugs systematically. Every fix is peer-reviewed and regression-tested before it goes near production.
We stay on as your reliability partner — proactive monitoring, patching, and continuous optimisation. Named engineer, guaranteed SLA, no surprises.
What We Fix
RAG pipelines returning fabricated answers, incorrect citations, or context misalignment — traced, tuned, and resolved.
Slow inference, high latency, unscalable architectures — we profile, optimise, and load-test before declaring it fixed.
Critical failures in AI workflows, broken integrations, or cascading errors in agent pipelines — triaged and fixed fast.
Received a half-built app from an agency or AI tool? We audit what exists, rescue what's salvageable, and complete it properly.
Flaky deployments, missing error handling, no observability — we build the reliability layer your AI app was missing.
Exposed API keys, prompt injection vulnerabilities, insecure data pipelines — identified and hardened as part of the audit.
What to Expect
We hop on a call, understand your situation, sign an NDA, and get read access to your codebase and production logs. Urgent cases can start same day.
Our SWAT team audits your codebase, AI architecture, RAG pipeline, and production metrics. Every bug, bottleneck, and risk is mapped and prioritised.
You receive a prioritised fix list with severity ratings, root cause analysis, and a recommended remediation plan. No commitment required to proceed.
We resolve P1 bugs, hallucinations, performance regressions, and structural issues — peer-reviewed and regression-tested before every deploy.
Stay on a reliability retainer — proactive monitoring, patching, and a 99.9% uptime SLA with a named engineer on your account.
Why Kovil
| Kovil AI | Existing Agency | Freelancer | In-House | |
|---|---|---|---|---|
| Free audit first | ✓ Always | Rarely | ✗ | ✗ |
| AI-specialist SWAT | ✓ Dedicated team | Generic devs | Varies | Depends |
| Starts within | 24–48 hours | Weeks | Varies | Weeks |
| SLA guarantee | 99.9% uptime | Rarely | ✗ | Internal only |
| Vibe-coded app rescue | ✓ Speciality | Maybe | Risky | Slow |
| No long-term lock-in | ✓ Audit only first | Often contracts | ✓ | N/A |
Start with a free audit. No commitment to proceed until you've seen the report.