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NEXCLARA

The platform

Five stages, no black box

Every step of the decision is visible, configurable by your teams and traced. That is what makes the explanation exact rather than plausible.

The platform

The decision chain

At every stage, the contribution to the result is recorded separately.

Application received

Decision traced

  1. 1

    Exclusions

    Your knock-out criteria apply before any computation. If one triggers, the chain stops and the reason is explicit.

  2. 2

    Features

    Data becomes variables. A missing value is flagged as missing, never quietly replaced by an average — absence is information.

  3. 3

    Score

    Expert scorecard and learned model, combined with a weighting your risk department chooses and can change.

  4. 4

    Adjustments

    Collateral, trading history, sector: your policy modulations, each one traced.

  5. 5

    Decision

    Outcome, amount, duration, collateral and the level of delegation required to approve.

Interactive illustration

Move a slider, watch the decision move

Four features, a scorecard written out in the open, and a total you can reconstruct by hand. It is exactly what CLARITY produces on a real application — except that this scorecard is illustrative.

Ratio of observed inflows to the instalment requested. The gain tapers beyond four times.

Capped at ten years: beyond that, the information adds little.

Penalised beyond the customary internal threshold of 45%.

Adds little when good, costs a great deal when poor — and it caps the confidence level.

Risk score

572 / 1000

Outcome : Manual reviewConfidence : Medium

Review and approval thresholds: 560 · 640

Why this score

  • Scorecard base520
  • Credit inflows+42
  • Length of trading+30
  • Debt service ratio-17
  • File completeness-3
  • Total572

An illustration of the method. The weights and thresholds are an illustrative example, published in the open, not any institution's scorecard: each one defines its own, and owns it.

Getting started

You start with no statistical history

Most statistical approaches need thousands of historical files before they produce anything at all. NEXCLARA is built to work from day one on a scorecard that reflects your actual policy, calibrated with your teams. The learned model then takes over, gradually, under your control.

No historical data is a precondition to going live.

Under your control

The weighting is a setting, not a fate

The share of the expert scorecard and that of the learned model move with your history. Your risk department sets the dial, and can move it from the interface with no development work.

Expert scorecardLearned model
  1. Day 1Expert scorecard 100 % · Learned model 0 %

    No statistical history required. The scorecard states the credit policy you already apply.

  2. 6 to 12 monthsExpert scorecard 60 % · Learned model 40 %

    Your files accumulate. The learned model starts contributing, under supervision and without ever becoming opaque.

  3. MaturityExpert scorecard 25 % · Learned model 75 %

    The history is in place. The scorecard remains as a guardrail and as a reference for explanation.

Distinctive capability

Replay a policy before you activate it

Before a change of rule, threshold or weighting applies to a single real file, it is replayed against your own history. You measure the exact impact: how many files would change outcome, in which direction, and for what volume of exposure.

No head of risk should change a credit policy blind.

Guardrails

What a policy change cannot do

  • Nobody approves their own change: sign-off by a second officer is structural.
  • An activated policy is versioned. Every decision references the exact policy, scorecard and model versions that produced it.
  • A decision is immutable. A reassessment creates a new decision linked to the previous one, never an overwrite.
  • A file whose completeness is insufficient cannot produce an automatic approval: it is routed to review.

The core set

Six modules make up the operational platform

Five further modules — alternative data, early warning, fraud detection, portfolio analytics and assistance — switch on afterwards, without service interruption.

  • CORE — Explore the module

    The decision engine

    CORE runs the five-stage decision chain, deterministically and reproducibly. It is the module that turns an application into a substantiated outcome: approve, review or refuse, with its terms.

  • CLARITY — Explore the module

    Explainability

    CLARITY turns every decision into ranked factors. It is the module that carries the brand's name, and its promise: a NEXCLARA decision is always defensible.

  • LINK — Explore the module

    Interoperability

    LINK converts any heterogeneous source into a single pivot model, with quality control on entry — and returns the decision to your systems along the same path, in reverse.

  • DESK — Explore the module

    The analyst's workspace

    DESK is the single interface for handling an application, from entry to decision — including where no technical integration exists.

  • TRUST — Explore the module

    Compliance, consent and audit

    TRUST traces consents, logs every decision and every access, and produces the reconstruction files an inspection asks for. Cross-cutting, present from day one.

  • ADMIN — Explore the module

    Configuration

    ADMIN is the console through which your teams create credit products and change rules, scorecards and thresholds — with no code, and without asking us.

Two realities

One engine, two distinct economics

Commercial banks

The stake is portfolio performance. Real-time integration with the core banking system, or batch.

Microfinance institutions

The stake is reaching clients who could not be assessed at all. No technical integration is required: assisted entry is enough.

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