IFRS 9 · Audit-ready by design

Dynamic Risk Engine for Financial Institutions with built-in Audit Compliance.

Close the quarter with confidence. ReconSight gives risk and finance teams a single, governed view of their loan book — fewer provisioning surprises, faster sign-off, and an immutable audit trail your regulators and auditors can follow line by line.

We help financial institutions find the golden equilibrium — growing the loan book where the risk-adjusted return is positive, and provisioning defensibly where it isn't.

Trusted by risk teams inRetail bankingSME lendingMicrofinanceAuto finance
v2 in preview: trained AI models for sharper ECL accuracy, early-warning credit signals and forward-looking risk analytics.
app.reconsight.io / runs / 2026-Q2
Ingest · RDM v1.0
portfolio_2026Q2.xlsx
49 fields · auto-mapped
100%
22 / 22 DQ rules passed
Accounts · 12,483
Balances · 12,483
Collateral · 4,201
0
data-quality rules on ingest
0
IFRS 9 stages, fully traceable
0%
of numbers with lineage
0 min
to onboard a portfolio
The problem

IFRS 9 still runs on spreadsheets and black boxes.

Staging logic is hard-coded, overlays land in the P&L with no maker-checker trail, and numbers move between systems without lineage. Provisioning surprises every quarter, painful audit walkthroughs and a risk engine no one can fully defend in front of the regulator.

How ReconSight helps

One governed platform. Every number traceable.

Ingest portfolios into the RDM canonical model, extend it on the fly for custom reporting, run staging and ECL under transparent rules, govern overlays under maker-checker, and produce an immutable, regulator-ready audit trail — calibrated and validated alongside our Big Four-trained assurance team.

Under the hood

Built for the way risk and finance actually work.

SICR — transparent, versioned

Quantitative triggers, 30+ DPD backstops, forbearance and qualitative overrides. Rules are versioned per portfolio and recorded against every Stage 2 migration.

SICR rules · portfolio Retail-UK
Lifetime PD change > 200bps
DPD ≥ 30 (backstop)
Forbearance flag
Watchlist override
versionv3 · 2026-04-01

Risk migration & stage transitions

Account-level migration matrices between reporting dates, cure and re-default rates, cohort vintage curves — worsening pockets surface early and coverage moves explain themselves.

Migration matrix · Q1 → Q2
S1
S2
S3
S1
92
6
2
S2
18
70
12
S3
5
12
83

Overlays under maker-checker

Capture management overlays with rationale, route them through maker-checker approval enforced at the database, and land the impact in the P&L with a full audit trail.

Overlay · SME sector adjustment
A
M
K
+ $420k Stage 2 uplift
maker: a.risk · checker: j.cfo
audit_event · sealed

XLSX, CSV and live API ingestion

Drop XLSX through the mapping studio, stream CSV from your warehouse, or wire REST, SFTP and S3 connectors — everything lands in the same RDM canonical pipeline.

Ingestion · RDM canonical pipeline
XLSX
CSV
REST API
SFTP / S3
RDM
Canonical

Dynamic schema

RDM canonical core, extended on the fly with custom attributes and reporting cuts — no engineering ticket.

Bank-specific assumptions

PD term structures, LGD haircuts, EAD profiles and scenario weights — parameterised per portfolio, versioned with full lineage.

Big Four-trained calibration

Our assurance team challenges methodology, back-tests parameters and produces validation evidence auditors expect.

Secure by design

SSO, RBAC, row-level tenant isolation, encryption at rest and in transit, tamper-evident audit log.

Who benefits

Purpose-built for every retail lending shape.

Retail banking

Mortgages, cards and unsecured personal loans on one governed engine. Transparent staging, calibrated PD/LGD, and month-end ECL runs that survive the audit walkthrough.

Mortgages · Cards · PLs
How it works

From raw portfolio to signed-off provision.

  1. 01

    Ingest & map

    Bring portfolios in via XLSX, CSV, REST API or SFTP/S3 — auto-mapped into the RDM canonical model. 22 DQ rules surface gaps before they reach the ECL engine.

  2. 02

    Stage & calculate

    Rule-based stage assignment, calibrated PD/LGD/EAD, scenario weighting and forward-looking macroeconomics.

  3. 03

    Govern & report

    Maker-checker overlays, immutable audit trail, run-level reporting packs ready for the audit committee.

Secure by design

Production-grade controls from day one.

SAML / OIDC SSO
Role-based access control
Row-level tenant isolation
Maker-checker workflows
Encryption at rest and in transit
Tamper-evident audit log
Book a demo

Close the month with numbers you can defend.

Tell us about your portfolio. We'll come back within one business day with a tailored walk-through.

Or open the full contact form