Credit From Work Data: How Attendance History Opens Credit Access

Many of India's blue-collar and contract workers have never had a loan or credit card, so they have no credit score. Yet many have years of verified attendance and wage records. That work history can show a lender something a credit score cannot: steady work and regular earnings.

The "new to credit" problem

• No credit score, because there is no credit history
• No credit history, because no lender will lend without a score
• So workers turn to moneylenders, who need no score but charge heavily

What work data shows

Attendance and payroll systems already record:

• How long a worker has been employed
• How regularly they attend
• What they earn each cycle
• Whether earnings are stable or seasonal

How it can work in practice

• Start with Earned Wage Access. Workers use EWA, and recovery happens through payroll. This builds a record of responsible use.
• Add small formal credit. With the worker's consent, verified work history supports a small loan.
• Build a credit history. Repaid formal loans reported to credit bureaus give the worker a score over time.

Doing it responsibly

• Consent first. Work data is shared only with the worker's clear consent.
• Purpose limits. Data is used for credit decisions, not for other purposes.
• Fair limits. Loan sizes match earnings.
• Data protection. Storage and sharing follow India's data protection law.

Why this matters to employers

Workers with access to fair credit are less exposed to moneylenders and the stress that follows. Employers with good attendance data, such as from biometric systems and a CLMS, are well placed to support this.