What We Do
Kovil AI delivers end-to-end AI engineering — from building your first agent to keeping it healthy in production. We work on Salesforce, Azure, and Google Cloud, and we staff every AI engineering discipline you need.
Build
Managed engineers, fixed-price projects, and app rescue — every engagement milestone-gated with full IP handoff.
Operate
Continuous monitoring, drift detection, cost optimisation, and compliance logging — so your AI stays healthy long after go-live.
Hire
Vetted LLM, ML, CV, NLP, and data engineers — plus framework specialists in CrewAI, LangGraph, AutoGen, and n8n.
Build
Pick the engagement model that matches your situation. All three are milestone-gated, fully managed, and delivered with zero lock-in.
Embed a vetted AI engineer directly into your team. Milestone-gated sprints, two-week risk-free trial, Engagement Manager included.
Describe the outcome you want. We scope, build, and ship it — fixed price, fixed timeline, full IP handoff.
Failing RAG, hallucinating model, vibe-coded mess? Our SWAT team audits, fixes, and stabilises — free diagnostic first.
Platform Expertise
Whether you're on Salesforce, Microsoft Azure, or Google Cloud — we have a dedicated practice, certified delivery team, and production case studies on each.
Operate
Production AI degrades silently — models drift, retrieval quality drops, costs spiral. AI Operations is the managed service that keeps your system performing long after launch.
Model performance monitoring
Continuous output quality tracking against production baselines.
Drift detection & remediation
Identify and fix data drift, concept drift, and prompt template erosion.
Token cost optimisation
Structured sprints to reduce LLM API spend without quality loss.
RAG index & pipeline management
Keep your retrieval index fresh, embeddings aligned, and queries accurate.
Compliance audit logging
Structured inference logs for SOC 2, HIPAA-adjacent, and AI governance.
Incident response SLA
Named engineer on your account. P1 response under 2 hours.
Maintain
$2k – $4k / mo
Baseline monitoring, alerting, and incident response. Keeps your system from breaking silently.
Operate
$8k – $15k / mo
Proactive optimisation on top of monitoring — cost reduction, latency, RAG pipeline management.
Accelerate
$25k – $50k / mo
Full embedded operations team. Dedicated engineering hours, compliance reporting, strategic advisory.
Hire
Pre-vetted, domain-specialist engineers — placed in days, not months. All matched to your stack and embedded with the same milestone-gated delivery model.