PFM

An AI-powered financial wellness module that transforms raw transaction data into personalised financial insights — live and embedded in banking platforms.

PFM

What's included.

Five models to do the sorting, spot the changes and warn you before your budget breaks.

Transaction Categorisation

ML-based classification across 10+ spend categories.

Spending Trend Detection

Automated weekly and monthly pattern identification, with anomaly alerts for unusual spend.

Budget Management

User-defined budgets with real-time breach alerts and a breach predictor.

Natural Language Summaries

Daily, weekly, and monthly summaries in plain language.

Savings Goal Tracking

Goal creation with progress visualisation.

Subscription & Cash-Flow Insight

Detects recurring charges and forecasts cash position 7–30 days ahead.

Proven at scale

Trusted by enterprises,
banks, and startups.

Global IME Bank
Groot Intel
NMB Bank
n-able
RisingPoint
Sunlife
Four Symmetrons
Global IME Bank
Groot Intel
NMB Bank
n-able
RisingPoint
Sunlife
Four Symmetrons
Global IME Bank
Groot Intel
NMB Bank
n-able
RisingPoint
Sunlife
Four Symmetrons
Global IME Bank
Groot Intel
NMB Bank
n-able
RisingPoint
Sunlife
Four Symmetrons
Global IME Bank
Groot Intel
NMB Bank
n-able
RisingPoint
Sunlife
Four Symmetrons
Global IME Bank
Groot Intel
NMB Bank
n-able
RisingPoint
Sunlife
Four Symmetrons

Capabilities

Built for scale.

Integrates through an API or an embedded SDK — no rip-and-replace required.

API-first integration with any CBS
Embedded SDK for iOS and Android
White-label — bank branding throughout
Transaction categorisation model
Spending pattern model
Budget breach predictor
Cash-flow forecast model
Natural-language generation engine
Ships inside Groot Neo, or standalone

Let's talk about your project

Tell us what you are working on, and we will get back to you.