Back to work

Axion Plan

FinTech5 months · 2025ReactNode.jsPostgreSQL

Axion Plan

AI-Powered Financial Forecasting & Business Planning Platform

View live product →

Industry

FinTech

Timeline

5 months

Role

Full Stack Developer & AI Engineer

Stack

React · Node.js · PostgreSQL

/01Context

Project Overview

Axion Plan is a B2C financial planning and forecasting platform designed to help enterprise leaders and decision-makers model revenues, costs, profitability, and cash flows without relying on complex Excel sheets.

Turn proven financial forecasting methodology into a productized, scalable SaaS platform.

/02Insight

How It Started

The platform was built with a Malaysia-based investment banker and executive coach who works with C-suite leaders. They brought investment banking experience and proven Excel-based financial models.

Before Axion Plan, forecasting was done using custom Excel templates it worked, but it wasn't scalable.

/03The Problem

The Problem

Heavy dependence on manual Excel workflows. High learning curve for non-finance users. Difficult to collaborate across teams. No AI-driven insights or explanations. Hard to scale the founder's expertise beyond 1:1 engagements.

The system worked and clients were paying but it was trapped in Excel.

/04The Solution

Why This Was Hard

From a tech perspective, this was one of the most challenging projects. The domain was pure finance P&L statements, balance sheets, cash flow logic, revenue modeling. Coming from a pure tech background required multiple deep-dive sessions, asking critical questions, and reverse-engineering Excel formulas.

This project doubled as a hands-on commerce masterclass.

Sign-In Experience
/05Platform

Sign-In Experience

A focused sign-in screen supports Google OAuth and credential login, with clear access to financial projects and portfolio tools from the first interaction.

Secure entry into role-based financial workspaces.

Portfolio Overview
/06Platform

Portfolio Overview

The portfolio dashboard consolidates revenue, profitability, and operating expenditure across projects — with KPI cards, recent projects, and activity feeds in one executive view.

Executive-ready financial summaries without spreadsheet complexity.

User Profile
/07Platform

User Profile

Account management covers personal details, role visibility, security settings, and wallet balance — giving owners and team members a single place to manage identity and access.

Profile, security, and billing context in one view.

Key Performance Indicators
/08Platform

Key Performance Indicators

Four metric cards — total projects, YTD revenue, profit before tax, and OPEX — give leaders an at-a-glance read on portfolio health without opening individual models.

Headline metrics surfaced where executives need them.

Token Wallet
/09Platform

Token Wallet

Usage-based monetization runs through a token wallet — users see balance, purchase history, and per-action costs for AI insights, projections, and cashflow analysis updates.

Transparent token economics aligned with platform value.

/10System

Platform Architecture

Axion Plan was designed as a two-front B2C platform.

Allows Axion Plan to run as a business, not just a tool.

/11Capabilities

Company Capabilities

Organizations using Axion Plan can manage comprehensive financial planning.

Revenue Data

Input and track revenue streams

Cost Structures

Define direct, indirect, fixed, variable costs

Monthly Distribution

Break down data by month

Profit Forecasts

Generate PBT and profitability analysis

Cash Flow Analysis

Understand cash position over time

Target Planning

Model target-based scenarios

/12Capabilities

AI-Powered Enhancements

Features that go beyond what Excel could ever do.

OCR Data Ingestion

Upload P&L statements, AI extracts and categorizes costs

AI Insights

Ask "Why is profit dropping in month 4?"

Natural Language

Query financial data in plain English

Context-Aware

AI uses project-specific data for responses

Executive-Friendly

Responses in simple, actionable language

What-If Analysis

"What happens if revenue increases 15%?"

/13Workflow

Token-Based Monetization

Every feature in Axion Plan works on a token model usage-based monetization aligned with value delivered.

01

Wallet System

Users maintain a token wallet balance

02

Token Consumption

Tokens used for project creation, AI insights, OCR processing

03

Top-Up Options

Users can top-up wallet or subscribe to plans

04

Value Alignment

Pay for what you use, not flat fees

/14System

Role-Based Access

Built for real enterprise collaboration with multiple roles.

Each role has controlled access to data, insights, and reports.

/15The Solution

RAG-Powered Support

A RAG-powered AI chatbot integrated as the platform's support layer. It answers questions about platform usage, financial concepts, and features using internal documentation. If confidence is low, it redirects users to WhatsApp support.

Reduces support load while improving user experience.

/16Impact

Business Impact

Axion Plan enabled transformation of consulting into product.

Better understanding of financial data by non-finance leaders.

Productized Expertise

Fast

Client Onboarding

-Excel

Manual Workflows

Scale

Beyond Consulting

/17Outcome

Why This Project Stands Out

Heavy non-tech domain complexity. Required deep learning outside comfort zone. Accurate translation of financial logic into software. AI used for real augmentation, not gimmicks. Strong alignment between UX, business, and AI.

This proves we can build tech for domains we don't come from and still get it right.

/18Project Snapshot

Enterprise financial planning, powered by AI.

3+

AI Features

FinTech

Industry

Enterprise

Audience

/19Next Project

Course Companion

This proves we can build tech for domains we don't come from and still get it right.