Case Studies
How Kovil AI engineers deliver measurable outcomes across fintech, SaaS, healthcare, and beyond.
Lenders selling loans on the secondary mortgage market were drowning in manual PDF sorting, spreadsheet-based checklists, and email-driven exception tracking. Kovil AI built the mortgage document platform — a two-phase AI platform that classifies loan documents automatically and verifies complete packages against takeout partner requirements.
2-Phase
AI Platform Delivered
Auto
Document Classification
A rapidly growing digital lending platform was held back by manual underwriting workflows, fragile API integrations, and slow deal processing cycles. Kovil AI embedded an AI-first engineering team that redesigned automation end-to-end — delivering faster deal turnaround, reduced manual effort, and a scalable automation foundation.
Faster
Deal Processing Turnaround
Reduced
Manual Underwriting Effort
A Series A FinTech startup needed a production-ready payment dashboard in 3 weeks. Kovil AI delivered in 18 days — PCI-compliant, fully tested, and 40% under the original budget.
18
Days to Launch
40%
Under Budget
A mid-market SaaS company was losing 15+ hours per week to manual approval chains. Kovil AI built an n8n-powered automation layer that handles 80% of workflows automatically — saving $120K annually.
80%
Workflows Automated
15h
Saved Per Week
A 500K-user e-commerce platform was hemorrhaging trust due to frequent production bugs in a legacy codebase. Kovil AI's maintenance retainer cut bug tickets by 60% and restored 99.9% uptime.
99.9%
Uptime Achieved
60%
Fewer Bug Tickets
A Series B HealthTech company's patient intake process required manual data entry across 3 disconnected systems. Kovil AI built an AI-powered integration that reduced manual entry by 95% and cut intake time from 18 to 2 minutes.
95%
Manual Entry Reduced
2 min
Avg Intake Time
A pre-seed logistics startup needed a working MVP to pitch investors. Kovil AI built their route optimization tool in 21 days. They closed a $2M seed round 60 days later.
21
Days to MVP
$2M
Seed Round Closed
A LegalTech company's entire engineering team left within a month, leaving 3 production apps unmaintained. Kovil AI completed full codebase onboarding in 5 days and has maintained zero downtime since.
5
Days to Onboard
0
Downtime Incidents
A 200-store retail chain was drowning in 500+ daily support tickets on the same 40 questions. Kovil AI built a GPT-powered chatbot that handles 70% of queries automatically — and actually improved customer satisfaction.
70%
Queries Deflected
+22%
CSAT Improvement
A seed-stage PropTech startup needed a property valuation dashboard with integrations to multiple real estate data APIs — in 3 weeks. Kovil AI delivered with 98% data accuracy and a UI that landed their first enterprise client.
3 wks
Time to Delivery
98%
Data Accuracy
A B2C EdTech platform's growing user base was exposing serious performance bottlenecks and causing intermittent crashes. Kovil AI's maintenance retainer cut page load times by 55% and reduced crash rates to near zero.
55%
Page Load Reduction
~0%
Crash Rate