Commercial Evidence & Engineering Impact

Real software and AI systems delivering verified business value.

We measure our delivery by practical business outcomes: manual hours eliminated, error rates reduced, quotation speed accelerated, and scalable platforms delivered on time.

Case Study 01Industrial Engineering Manufacturer
Tamil Nadu, India

Automating Industrial RFQ Processing & Technical Specification Triage

The Operational Challenge:

The client received hundreds of detailed request-for-quotation (RFQ) emails monthly. Engineering estimators spent an average of 4 business days per quote manually extracting technical dimensions, bill of materials, and material grades.

The Pre-Implementation Situation:

Quotations were bottlenecked, prospective buyers were abandoning for faster competitors, and estimators were burned out with manual data entry.

Fifthgen Engineering Solution:

Fifthgen Infotech engineered a private document AI ingestion pipeline. Inbound RFQs with PDF drawings and spreadsheets are automatically parsed, technical specs extracted into a structured dashboard, and preliminary cost estimates generated for engineer approval.

AI & Automation Technology Deployed:

Document layout analysis, entity extraction, and automated estimation workflows.

Production Tech Stack:
Next.jsPython FastAPILangChainPostgreSQLCustom Document OCR
Verified Business & Operational Impact:
RFQ response time decreased from 4 days to under 4 hours.
Estimation team capacity expanded by 3x without hiring additional staff.
Quote capture rate improved significantly within the first quarter.
Case Study 02Multi-Specialty Hospital Network
South India

Omnichannel Patient Appointment & Triage Automation System

The Operational Challenge:

Hospital call center was overwhelmed with over 1,500 daily phone calls for clinic timings, doctor availability, lab report status, and appointment bookings.

The Pre-Implementation Situation:

Patient hold times exceeded 8 minutes during peak morning hours, leading to frustrated patients and high call abandon rates.

Fifthgen Engineering Solution:

Fifthgen Infotech deployed an omnichannel WhatsApp and web AI assistant connected securely to the hospital's appointment database. Patients can check doctor availability, book appointments, receive location guidance, and download verified lab reports securely.

AI & Automation Technology Deployed:

Conversational NLP, automated slot reservation, and two-factor authenticated report dispatch.

Production Tech Stack:
ReactNode.jsWhatsApp Business APIHospital EHR ConnectorAzure Cloud
Verified Business & Operational Impact:
Automated over 58% of routine patient inquiries without human staff intervention.
Zero phone hold times for appointment bookings on WhatsApp.
Patient appointment no-show rate dropped by 24% via automated reminders.
Case Study 03Higher Education Institution
Salem & Bengaluru

AI Admissions Counselor & Unified Enrollment Pipeline

The Operational Challenge:

Admissions department struggled to respond promptly to thousands of seasonal prospective student leads across portal forms, education fairs, and WhatsApp.

The Pre-Implementation Situation:

Leads were slipping through cracks, counselor outreach was inconsistent, and prospective students lacked instant guidance regarding course prerequisites and fee structures.

Fifthgen Engineering Solution:

Fifthgen Infotech designed a customized Admissions Portal and automated lead management engine. An intelligent 24/7 counselor bot engages inquiries, provides course brochures, answers curriculum FAQs, and schedules counselor video calls.

AI & Automation Technology Deployed:

Lead scoring algorithms, conversational AI counselor, and automated notification triggers.

Production Tech Stack:
Next.jsTailwind CSSTypeScriptPostgreSQLTwilio / WhatsApp API
Verified Business & Operational Impact:
Inquiry-to-application completion rate improved by 32%.
Immediate, 24/7 responses to prospective students across India and overseas.
Admissions counselors saved over 20 hours per week on repetitive introductory calls.
Case Study 04Regional Retail & Wholesale Distributor
Tamil Nadu, India

Custom B2B Digital Ordering & Automated Ledger Sync

The Operational Challenge:

Wholesale dealers placed orders over informal phone calls and fragmented WhatsApp voice notes, resulting in dispatch errors, delayed dispatches, and manual billing reconciliation.

The Pre-Implementation Situation:

High return rates from incorrect items dispatched, delayed collections due to lack of ledger visibility for dealers, and heavy administrative overhead.

Fifthgen Engineering Solution:

Fifthgen Infotech built a high-speed Progressive Web App (PWA) B2B Ordering Portal. Dealers can view real-time wholesale pricing, check inventory, place repeat orders in 3 clicks, and view their outstanding ledger balance.

AI & Automation Technology Deployed:

Smart re-order recommendations, automated invoice generation, and payment reminder notifications.

Production Tech Stack:
Next.jsPWANode.jsTally / ERP Sync EnginePostgreSQL
Verified Business & Operational Impact:
Order dispatch errors reduced to near zero.
Over 75% of repeat dealer orders transitioned to self-serve digital ordering.
Average invoice collection cycle shortened by 11 days.
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