Case Studies
How Kovil AI engineers deliver measurable outcomes across fintech, SaaS, healthcare, and beyond.
A 60-attorney corporate law firm was spending 4–6 associate hours per contract review on routine clause extraction, inconsistency flagging, and comparison against standard positions. Kovil AI built an AI contract review agent — trained on the firm's own precedent library — that handles 94% of standard clause analysis automatically and surfaces every non-standard provision before a human reads the document.
78%
Faster Contract Review
$380K
Partner Hours Reclaimed
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