📚 Resource Library · 60+ guides

Everything you need
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workforce intelligence.

Guides, whitepapers, case studies, templates, and videos for HR leaders, operations heads, and administrators navigating AI-powered attendance and workforce management.

Popular: Payroll automation NABH compliance Proxy attendance Face recognition Hybrid workforce
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28
Guides & whitepapers
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16
Customer case studies
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12
Free templates & checklists
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9
Demo videos & webinars
Guides & Whitepapers

Deep dives for every role.

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📄 Guide
Healthcare
Face Recognition in Hospitals: A Practical Deployment Guide for HR Administrators
Ward-by-ward deployment strategy, infection control considerations, and staff onboarding without disrupting clinical operations.
Healthcare
Read →
🔬 Whitepaper
Compliance
NABH Nursing Staffing Standards: What the Data Actually Shows
Analysis of nurse-to-patient ratio compliance across 200 NABH-accredited hospitals and what accurate attendance data reveals about the gap between reported and actual staffing.
Whitepaper
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📄 Guide
Manufacturing
Eliminating Ghost Workers in Manufacturing: A Plant Manager's Playbook
How to quantify proxy attendance losses, build the business case for biometric verification, and manage the transition on a factory floor without production disruption.
Manufacturing
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📄 Guide
Corporate HR
The CHRO's Guide to Hybrid Workforce Attendance: Tracking Remote Teams Without Micromanaging
Policy frameworks, mobile check-in best practices, and how to build a culture of accountability without creating a surveillance atmosphere.
Corporate
Read →
🔬 Whitepaper
Higher Education
UGC 75% Attendance Rule: Compliance Gaps, Risks, and Automated Solutions
Survey data from 60 Indian universities on their current compliance posture, common audit failures, and how automated lecture-level tracking closes the gap.
Universities
Read →
📄 Guide
Education
From Registers to AI: How School Principals Are Using Attendance Data to Prevent Dropouts
Real-world stories and a practical framework for using attendance trends — not just totals — to identify at-risk students before it's too late to intervene.
Schools
Read →
📄 Guide
Payroll Ops
Attendance-to-Payroll Automation: Connecting MemoFaceAI to Greythr, Keka, SAP & More
Step-by-step integration guide for HR ops teams. Covers data mapping, leave sync, OT rules, and how to run your first zero-manual-intervention payroll cycle.
Payroll
Read →
🔬 Whitepaper
Legal & Privacy
Biometric Data & India's PDPA: What Every HR Head Needs to Know Before Deploying Face Recognition
A plain-English breakdown of the Personal Data Protection Act's implications for biometric attendance systems — consent requirements, data retention, and employee rights.
Legal
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📄 Guide
Business Case
How to Build the Business Case for AI Attendance: A CFO-Ready ROI Framework
Spreadsheet-backed methodology for calculating payroll leakage, productivity gains, and compliance cost savings — with real numbers from 500+ MemoFaceAI customers.
Finance
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Case Studies

Real outcomes, real numbers.

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🏥
Healthcare · Noida
How Fortis Hospital recovered ₹2.8L in month one and cut payroll from 4 days to 90 minutes
2,400 staff · 3 shifts
₹2.8L recovered M1
NABH accreditation renewed
Read case study →
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Manufacturing · Pune
Pune Auto Components: 94% proxy reduction and ₹4.8L recovered in the first payroll cycle
1,400 workers · 2 plants
₹4.8L recovered M1
3 days → 11 min payroll
Read case study →
🏢
Corporate · Mumbai
Nexus Pharma: How a CHRO got real-time visibility across 6,000 employees and 5 cities for the first time
6,000 employees · 5 cities
₹3.4L recovered M1
Payroll 3 days → 4 hours
Read case study →
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Schools · Delhi
Leading CBSE School: Attendance from 81% to 96% in one semester using AI dropout risk alerts
2,800 students · 140 staff
81% → 96% attendance
140 hrs/teacher/year saved
Read case study →
Free Templates & Checklists

Download, adapt, deploy.

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XLSX
Payroll Leakage Calculator — Estimate your monthly losses in 5 minutes
Enter your headcount, average salary, and estimated fraud rate. The spreadsheet calculates your current leakage and projected savings from AI attendance.
⬇ Download Free
✅
PDF
AI Attendance Vendor Evaluation Checklist — 42 questions to ask before you sign
From accuracy guarantees to data privacy to HRMS compatibility — a complete RFP checklist for HR leaders comparing attendance technology vendors.
⬇ Download Free
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DOCX
Employee Biometric Consent Form — PDPA-compliant template for Indian companies
A ready-to-use consent form for biometric attendance enrolment, reviewed for compliance with India's PDPA. Available in English and Hindi.
⬇ Download Free
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PDF
NABH Staffing Documentation Checklist — What assessors expect to see
A pre-assessment checklist for hospital HR and accreditation teams. Maps NABH HCO standards to the specific attendance and staffing records required.
⬇ Download Free
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XLSX
Attendance Policy Template — Multi-office, hybrid, and shift-based companies
A customisable attendance policy framework covering in-office, WFH, shift, and on-call scenarios. Includes late deduction matrices and leave integration rules.
⬇ Download Free
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PDF
UGC 75% Compliance Audit Checklist — For university registrars and academic directors
A semester-end self-audit checklist aligned with UGC attendance norms and NAAC Criterion II requirements. Includes data retention and reporting formats.
⬇ Download Free
Videos & Webinars

Watch it in action.

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4:32
Product Demo
MemoFaceAI in 4 Minutes: From Camera to Payroll
The fastest way to see the full product: enrolment, live attendance, CHRO dashboard, and payroll sync — all in one walkthrough.
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28:14
Webinar · Recording
Payroll Leakage in Indian Enterprises: Live Q&A with HR Leaders
28-minute recorded webinar with CHROs from three Indian companies sharing real data on attendance fraud and what stopped it.
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12:08
Customer Story
Inside a Factory Deployment: MemoFaceAI at Bharat Steel Works
On-the-floor video walkthrough of how MemoFaceAI was deployed in a 1,200-worker plant — cameras, shifts, OT tracking, and payroll.
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Browse by Topic

Find what matters to your role.

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Payroll Automation & Integration
9 resources
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Compliance & Legal
8 resources
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Healthcare & Hospitals
7 resources
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Manufacturing & Factories
6 resources
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Schools & Universities
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Corporate HR & Remote Work
8 resources
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AI & Biometric Technology
5 resources
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Workforce Analytics
6 resources
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