Repayment drift starts before arrears.

Okestreta helps MFIs, SACCOs, digital lenders, and asset-backed lenders detect early repayment stress, prioritise recoverable customers, recommend proportionate interventions, and measure whether early action protects portfolio value.Assess Repayment Drift

Arrears Are a Late-Stage Signal

Borrowers rarely move from healthy to delinquent in one step. Payment cadence changes. Partial payments appear. Channel engagement weakens. These signals accumulate before arrears or default is recorded. The lending system remains the authoritative record, but arrears status alone cannot determine whether the customer is recoverable, what action is proportionate, or whether intervention changed the outcome.

The signals exist

Repayment, product usage, and channel engagement already describe how the customer state is changing.

The economics change

As drift becomes arrears, the intervention becomes more expensive and the path to preserving the relationship narrows.

The response must fit

A reminder, restructuring path, field visit, support call, or no action at all can each be right for a different customer state.

From Repayment Signals to Governed Action

Okestreta turns first-party repayment and behavioural data into a prioritised intervention loop that business, credit, risk, operations, and data teams can govern together.

Detect

Classify stable, drifting, repayment-stressed, and recoverable customer states from behaviour over time.

Prioritise

Rank cases by recoverability, value at risk, intervention cost, and the institution's policy rules.

Govern

Place each proposed action within the institution's approval rules before customer-facing execution.

Prove

Compare outcomes with a control group or agreed baseline to see whether earlier action protected measurable value.

Where Earlier Action Protects Value

Start with the portfolio moment where earlier action has a clear owner, an executable response, and measurable economics.

Repayment Drift Detection

Recognise changes in payment cadence, partial-payment behaviour, and engagement before formal delinquency.

Portfolio-At-Risk Prioritization

Focus limited intervention capacity on customers where recoverability and value at risk justify action.

Restructuring-Path Triage

Distinguish temporary stress from sustained deterioration so the next step matches the customer state.

Financed-Asset Protection

Intervene while a supportive repayment path can still protect both the relationship and the underlying asset.

Field-Officer Decision Support

Present prioritised, time-bound recommendations for teams responsible for customer follow-up.

Dormant Borrower Reactivation

Identify borrowers with a credible path back to productive use before funding broad re-engagement.

Early Collections Prevention

Use proportionate support before a customer reaches the most expensive stage of the collections process.

Contact Suppression

Hold outreach when another message would add cost, create friction, or interfere with a better-timed action.

From Portfolio Visibility to Governed Decisions

Reporting remains essential. Okestreta adds the governed decision machinery between what the portfolio shows and how the institution responds.

What existing reports establish

Confirmed arrears, portfolio-at-risk movement, age buckets, payment history, previous contact, and realised loss provide the authoritative record of portfolio state.

What the operating layer adds

Who is drifting, who is recoverable, which response is proportionate, who must approve it, when the action expires, and whether it changed the outcome.

Governance Built for Lending Operations

The deployment boundary, approval model, and evidence trail are part of the product design, so institutions can improve the decision without replacing the systems that execute it.

Read-only by default

Observe source-system data without requiring write access to the core lending system.

Human review

Recommendations can be approved, modified, held, or rejected before any customer-facing action.

Existing systems stay in place

The loan system manages the loan; current channels and field workflows continue to carry approved actions.

Evidence that compounds

Recommendations, decisions, actions, and outcomes create an audit trail and improve the next intervention loop.

Prove Value With One Cohort

Choose one cohort: repayment drift, partial payments, financed assets, dormant borrowers, or customers approaching collections escalation. Define the action, governance, and measurement before committing to broader deployment.Assess Repayment Drift