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15.4 Weekly metrics to track

The metrics below are the minimum the leadership team should review weekly. All should be derived from the warehouse / analytics module (3.P and 3.L).

  • Disbursements this week (count + ₹).
  • Applications submitted.
  • Conversion at each funnel stage: lead → application → KYC → decision → docs → disbursement.
  • Drop-off reasons by stage.
  • Channel mix: % direct / DSA / CA / embedded / anchor.
  • Repeat-borrower share of disbursals.
  • Approval rate (overall + by channel + by grade).
  • Decline reasons distribution.
  • Time-to-decision (automated p50, p95; manual p50, p95).
  • Refer rate (% routing to manual).
  • Deviation rate (% of approvals with deviation).
  • First-loan default rate (rolling 6-month vintage).
  • Live AUM (own + partner share).
  • Bucket distribution: Standard / SMA-0 / SMA-1 / SMA-2 / NPA.
  • Bucket roll-rate week-on-week.
  • NPA flow (gross / net).
  • Recovery this week.
  • Repeat-borrower retention (% of borrowers who took a second loan within 6 months).
  • Per-partner disbursals this week.
  • Per-partner settlement health (on-time / pending / disputed).
  • Per-partner NPA share.
  • Allocation distribution across partners.
  • Collection efficiency: % collected vs scheduled, by bucket.
  • NACH bounce rate.
  • PTP honour rate.
  • Agent productivity (cases / agent / day; resolutions / agent).
  • Compliance flags (target zero).
  • Application-to-disbursement TAT (p50, p95).
  • Disbursement success rate.
  • Reconciliation exception rate (% of items mismatched).
  • Daily NACH presentation success rate.
  • Vendor SLA health per vendor.
  • Cash position (collection + disbursement + escrow).
  • CRAR.
  • Provision (closing).
  • Net revenue (this week).
  • OpEx vs budget.
  • Cohort profitability (snapshot — moves slowly; monthly is more typical).
  • EWS alerts raised, EWS alerts triaged.
  • Grievances opened / resolved / open beyond SLA.
  • Security incidents: count, severity, status.
  • Compliance calendar: items due in next 14 days.
  • Internal audit findings: open vs closed.
  • Production incidents: count, severity.
  • MTTR.
  • Deployments: count, success rate.
  • Vendor API health: per-vendor success rate vs SLA.

A single dashboard with these as panels; reviewed in the weekly leadership meeting. Drill-down available to any team member with appropriate role.

Anything that surprises in this review becomes an action, with owner and date. Weekly cadence keeps the operating loop tight.