Solution examples

Practical ways AI can improve everyday work.

These representative workflows show what we can scope and build with customers. Final features and outcomes depend on each business.

Real Estate

Real-estate lead workflow

Potential benefit
Faster lead response
Case #01
Problem

Manual lead handling across WhatsApp, calls and web forms led to slow responses and lost deals.

Solution

Deployed an AI WhatsApp Agent integrated with their CRM that qualifies leads, books site visits and nurtures cold prospects in three languages.

Highlights
  • Automated first response
  • CRM lead capture
  • Human handoff for qualified enquiries

E-commerce

E-commerce support workflow

Potential benefit
Lower support workload
Case #02
Problem

Support teams often spend too much time on repetitive questions about order status, returns and sizing.

Solution

Multilingual AI support bot with order lookup, RAG over policy docs and seamless handover to humans for edge cases.

Highlights
  • Answers grounded in policy documents
  • Order lookup integration
  • Escalation for edge cases

Healthcare

Clinic booking workflow

Potential benefit
Simpler patient intake
Case #03
Problem

Slow appointment booking, missed follow-ups and overloaded front-desk teams can create avoidable delays.

Solution

Voice AI agent integrated with their EMR that books appointments, runs symptom triage and sends WhatsApp reminders.

Highlights
  • Voice booking in English and Hindi
  • Automated reminders
  • Human review for sensitive requests

Finance

Financial document workflow

Potential benefit
Less manual review
Case #04
Problem

Wealth advisors spending hours on KYC reviews and answering basic portfolio questions for clients.

Solution

RAG-powered advisory copilot plus an AI KYC bot that pre-validates documents and surfaces risk signals.

Highlights
  • Structured document intake
  • Knowledge-grounded responses
  • Review history for accountability

Education

Education admissions workflow

Potential benefit
More consistent follow-up
Case #05
Problem

Admissions team couldn't keep up with WhatsApp enquiries during peak season — leading to lost enrolments.

Solution

AI admissions agent that answers course questions, qualifies prospects, books counsellor calls and nurtures applicants.

Highlights
  • Enquiry qualification
  • Counsellor booking
  • Multilingual conversation support

Retail

Retail inventory workflow

Potential benefit
Clearer inventory signals
Case #06
Problem

Inventory misalignment between online and physical stores can cause stockouts and overstocking.

Solution

AI demand-forecasting copilot plus a Make.com automation layer syncing Shopify, ERP and store POS in real time.

Highlights
  • Automated inventory reports
  • Store and online data sync
  • Campaign triggers based on stock levels

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