Portfolio / Case Studies

AI Transformations That Delivered Measurable Business Impact

Every project starts with a problem. Every IotaIn engagement ends with results. Explore how we’ve deployed AI across industries, platforms, and use cases — with real outcomes.

CASE STUDIES

AI Lead Scoring for a B2B SaaS CRM

Industry: Technology & SaaS | Service: CRM AI Integration (Salesforce)

Challenge: Sales team wasting 60% of time on low-quality leads. No visibility into deal health.

Solution: Deployed AI lead scoring model directly in Salesforce. Integrated opportunity analysis dashboard with next-best-action recommendations. Added AI-drafted follow-up email automation.

Metric

Result

Lead Quality Improvement

+47% conversion on top-scored leads

Sales Cycle Reduction

32% shorter average deal cycle

Time Saved per Rep

8 hours/week on manual CRM updates

RAG-Powered Internal Knowledge AI for Legal Firm

Industry: Legal & Compliance | Service: RAG / Knowledge AI

Challenge: Associates spending 4+ hours daily searching internal case files, memos, and precedents. Zero searchability across 50,000+ documents.

Solution: Built private RAG system on secure Azure infrastructure. Vector-indexed 50,000+ legal documents with matter-level access controls. Deployed natural language Q&A interface.

Metric

Result

Research Time Reduction

74% faster document discovery

Associate Productivity

3× more matters handled per month

Data Security

100% private — zero data sent to external LLMs

Intelligent Workflow Automation for FinServ Company

Industry: Financial Services | Service: Workflow Automation + Document AI

Challenge: Manual invoice processing taking 3 days average. High error rates. Compliance review bottlenecks.

Solution: Deployed AI document processing pipeline — automatic invoice extraction, validation, GL coding, and approval routing. Full audit trail.

Metric

Result

Processing Time

3 days → 4 hours (87% reduction)

Error Rate

From 12% to 0.3%

Annual Cost Saving

Equivalent of 2.5 FTE positions

AI Chatbot for E-Commerce Brand

Industry: Retail & E-Commerce | Service: AI Chatbots + Shopify Integration

Challenge: Support team overwhelmed. 800+ tickets/day. Average response time 6 hours.

Solution: Deployed AI support chatbot with Shopify order integration. Handles order tracking, returns, product questions, and escalation routing with CRM sync.

Metric

Result

Tickets Deflected by AI

68% fully automated resolution

Response Time

6 hours → 12 seconds

Customer Satisfaction

CSAT score improved from 3.2 to 4.7/5

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