The Datatech owns and operates the technology layer that connects data sources, manages use cases, orchestrates requests, computes scores, exposes APIs, and returns results to clients and partners.
Partner Portal, API Gateway, lookup interface and campaign management.
A single point of engagement for clients and partners.
Authentication, quota, routing, timeout, retry and result aggregation.
Stable integration, decoupled from underlying data sources.
Trust, Fraud, Credit, Risk, Portfolio and Collection modules.
Packages data into business use cases.
Normalizes source APIs/protocols into a unified schema.
Clients don't need to integrate multiple sources themselves.
Captures disbursement, repayment, fraud and collection outcomes for measurement.
Improves models and controls drift.
Configures fields, score, thresholds and output per credit product or client.
Authentication, rate limiting, quota, routing, logging and API versioning.
Calls multiple services in parallel, handles timeout/fallback, and aggregates the response.
Computes feature score, group score, model coverage, risk penalty and reason codes.
Manages keys, campaigns, transactions, reporting, reconciliation and audit logs.
Tracks Gini/KS/PSI, drift, versioning, champion/challenger and A/B testing.
Links requests to real-world outcomes for performance evaluation and tuning.
Clients call a single unified API and receive a standardized response. The Datatech handles connecting to data sources, selecting the right fields, orchestrating services, and version management behind the scenes.