Intellit
Case Studies

Our Work

A selection of AI systems, automation pipelines, and intelligent products we've built. All client details are anonymised.

Fintech
Major South Asian Bank

AI Loan Intelligence System

Problem

Manual underwriting teams reviewing 300+ loan applications per day with inconsistent decisioning and 48-hour turnaround.

Solution

Deployed a multi-model AI pipeline that extracts structured data from application documents, scores creditworthiness, and routes decisions to the appropriate approval tier automatically.

Outcome

Reduced average processing time by 72%. Manual review workload dropped by 60%.

FastAPIRAGPostgreSQLDockerOpenRouter
View Case Study
Fintech
Regional Fintech

Automated Merchant Acquisition Platform

Problem

Sales team manually prospecting, qualifying, and onboarding merchants — a 14-day average cycle with high drop-off.

Solution

Built an autonomous lead acquisition agent that identifies target merchants, initiates outreach sequences, qualifies via conversational AI, and triggers onboarding workflows upon sign-up.

Outcome

Merchant onboarding cycle cut to under 3 days. Pipeline volume increased 4x without adding headcount.

n8nHunter.ioOpenRouterGmail APIAirtable
View Case Study
SaaS
Global SaaS Company

Customer Support Triage Agent

Problem

Support team handling 1,200+ tickets/week with 40% being repetitive tier-1 questions, creating backlog and slow CSAT.

Solution

Deployed a RAG-powered support agent trained on documentation and past tickets, capable of resolving tier-1 queries, escalating complex issues, and logging to the existing helpdesk.

Outcome

82% of tier-1 tickets resolved autonomously. Average response time dropped from 6 hours to under 2 minutes.

LangChainVector DBFastAPIZendesk APIOpenRouter
View Case Study
E-commerce
Multi-Brand E-commerce Operator

Dynamic Inventory Intelligence System

Problem

Inventory managers manually tracking stock across 8 warehouses and 4 platforms, leading to stockouts and overstock simultaneously.

Solution

Built an AI inventory agent that monitors stock levels in real time, predicts demand using sales trends, and triggers reorder workflows automatically across supplier APIs.

Outcome

Stockout incidents reduced by 68%. Overstock holding costs down 31%.

PythonPostgreSQLGoogle SheetsShopify APIn8n
View Case Study
Real Estate
Mid-Size Real Estate Agency

AI Property Lead Qualification System

Problem

Agents wasting hours qualifying inbound leads manually, with high variance in qualification quality across the team.

Solution

Built a conversational AI agent deployed via website chat and WhatsApp that qualifies property leads, captures requirements, and schedules viewings — handing off only warm leads to agents.

Outcome

Agent time-to-qualified-lead cut by 80%. Lead-to-viewing conversion improved by 35%.

OpenRouterWhatsApp APIn8nGoogle CalendarAirtable
View Case Study
SaaS
B2B Analytics SaaS

Automated Reporting & Analytics Pipeline

Problem

Customer success team building weekly business review reports manually from 6 data sources — 4 hours per client per week.

Solution

Built a data aggregation and report-generation pipeline that pulls from all sources, synthesises key insights using LLMs, and delivers formatted reports on schedule via email and Slack.

Outcome

Report production time reduced to 8 minutes. CS team capacity freed up for strategic work.

PythonGoogle Sheets APIOpenRouterSlack APIn8n
View Case Study

Want results like these?

Tell us the problem. We'll tell you how we'd build the system.

Start a Conversation