Behavioral data platform for financial services

Accelerate credit approval with an additional layer of behavioral data.

The Datatech helps financial institutions unlock telco and digital behavioral signals, turning them into scores, risk indicators and decision-ready data — to automate approval, expand your customer base, and grow more safely.

API-first Consent-based Decision-ready Explainable outputs

Built for the leading digital financial ecosystem — suited for banks, finance companies, fintechs, BNPL providers and digital lending platforms.

Banks Finance companies Fintech BNPL platforms Digital lending platforms
The Problem

Traditional credit data tells you what already happened. Behavioral data shows you what's happening now.

Many credit decisions are still constrained by thin credit files, lagging data and manual underwriting. This forces financial institutions to choose between two suboptimal options: rejecting potential customers, or approving them without sufficient risk signal.

Thin-file/no-file customers

Not enough data to score, even when service usage behavior is stable.

Historical data lags behind

Doesn't reflect SIM changes, device changes, top-up behavior or reachability in time.

Multi-step manual processes

Longer approval times, higher operating cost, and a broken digital experience.

Models lack an additional data layer

Hard to separate the "grey zone" segment, and hard to personalize limits, pricing or engagement strategy.

Solutions

Three solution groups for the entire credit journey

Instant Credit Approval & Scoring

Generate additional signal for fast decisions on new customers and thin files.

Pre-screening · BNPL · Micro-lending · Auto-limit · Thin-file/No-file

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Advanced Risk Management & Pricing

Understand risk more deeply to personalize policy and respond earlier.

Risk-based pricing · Income proxy · Fraud signals · Early warning · Limit review

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Portfolio Optimization & Growth

Allocate resources and business opportunities to the right customer segments.

Portfolio segmentation · Pre-qualified leads · Cross-sell · Room allocation · Collection

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How it works

From data signal to decision in a single integrated flow

1. Confirm Consent

The end user confirms consent through an approved flow.

2. Send Request

The financial institution or partner sends a request via API/Partner Portal.

3. Orchestrate

The platform authenticates the request, selects the use case, and orchestrates the right data sources.

4. Normalize & Score

Signals are normalized and computed into features, score, risk level, confidence and reason codes.

5. Decide

Results are returned to the client's system to approve, review, reject, price, or trigger a workflow.

One integration point. Many data sources. Many business decisions.

Data signals

Adding signals traditional credit files typically don't see

Identity Confidence

How well identity matches, subscriber status, and ownership authenticity.

Subscriber Stability

Subscriber tenure, continuity of service, and lifecycle volatility.

Payment Behavior

Top-up and bill payment discipline, regularity, and recency.

Usage Consistency

How genuine, continuous and stable usage behavior is.

Device/SIM Stability

Device and SIM stability, and changes that may signal fraud.

Affordability Proxy

Indirect signals of affordability and spending level.

Fraud Risk Adjustment

A layer of risk flags, penalties or overrides for anomalous cases.

Value

Not just more data. More ability to act.

Faster approval

Fewer manual checks, with scores embedded directly in the digital flow.

Expand your customer base

Evaluate more thin-file/no-file customers and grey-zone profiles.

Personalize policy

Adjust limits, rates, conditions and workflow based on risk.

Reduce losses

Catch fraud signals, declining stability, or loss of reachability early.

Optimize your portfolio

Allocate room, prioritize campaigns and collection resources based on data.

Add data to your existing models — without replacing your decision-making authority.

The Datatech provides scores, risk indicators and reason codes so your bank or finance company can incorporate them into your existing policy, model, or workflow.

View solutions for financial institutions

Expand your product portfolio without building a platform from scratch.

Use The Datatech's API, Partner Portal, packaged use cases and presales support to serve your financial-services customers.

Become a partner
Security & Compliance

Built for responsible data use

The platform applies consent-based processing, data minimization, encryption, access control, audit logging, and per-use-case handling. Financial institutions receive standardized outputs instead of raw, sensitive data.

  • Clear consent and purpose of use.
  • Data encrypted in transit and at rest.
  • API keys, IP whitelisting, RBAC and activity logs.
  • Identity data separated from analytical data where appropriate.
  • Governance for model versioning, coverage and outcome feedback.
Learn about Security & Compliance
Consent-Based

Requires valid consent before any lookup.

Encryption

Data encrypted in transit and at rest.

Access Control

API keys, IP whitelisting, role-based access.

Model Governance

Tracks version, coverage and drift.

Pilot

Start with one measurable use case

STEP 1

Define the problem

Choose the use case, customer segment, decision point and KPI.

Pilot brief
STEP 2

Prepare integration

Align on input, consent, sandbox, API and mapping.

Integration plan
STEP 3

Back-test/Pilot

Run on a data sample or controlled traffic.

Score & analysis report
STEP 4

Evaluate

Measure coverage, lift, approval, bad rate, fraud, or the relevant KPI.

Pilot report
STEP 5

Scale

Finalize policy, SLA, pricing and the production plan.

Go-live plan

Need to speed up approval, control risk, or optimize your portfolio?

Start with one specific use case. The Datatech will work with your team to define data scope, integration approach and success criteria before scaling.