Recent projects from leadapreneurs

Recent projects from leadapreneurs

Real projects, built by real leadapreneurs. Anonymised to protect our clients. Every valuation independently verified inside COSMOS by the participant's direct manager.

AI Marketplace for Wealth Trade Ideas

Theme: Sales · Status: Deployed

Industry: Banking & Wealth Management · Programme: Warriors of WOW

Problem: Trade ideas were scattered across emails, spreadsheets and SharePoint — RMs burned hours sourcing and comparing, and client cash sat idle.

Solution: A centralised AI-powered marketplace that aggregates trade ideas across products, ranks them intelligently, and gives Relationship Managers side-by-side comparisons in one view.

Result:

SGD 4,336,200

Innovation value

36,500 hours

saved yearly

~50%

Expected reduction
in RM ideation time

Product UI

Built with: AI ranking engine · Product API integration · RM workflow layer

AI Marketplace for Wealth
Trade Ideas

Theme: Sales · Status: Deployed

Industry: Banking & Wealth Management
Programme: Warriors of WOW

Problem: Trade ideas were scattered across emails, spreadsheets and SharePoint — RMs burned hours sourcing and comparing, and client cash sat idle.

Solution: A centralised AI-powered marketplace that aggregates trade ideas across products, ranks them intelligently, and gives Relationship Managers side-by-side comparisons in one view.

Result:

SGD 4,336,200

Innovation value

36,500 hours

saved yearly

~50%

Expected reduction in RM ideation time

Product UI

Built with: AI ranking engine ·
Product API integration · RM workflow layer

Direct-to-Consumer Commerce Hub

Direct-to-Consumer
Commerce Hub

Theme: Sales · Status: Pilot planned

Industry: Consumer Electronics & Distribution · Programme: Greatness Games

Problem: Heavy dependence on Shopee, Lazada and TikTok meant high marketplace fees, no pricing control, and zero direct customer data.

Solution: A branded D2C commerce hub with end-to-end checkout, payment, fulfilment and customer-data capture — bypassing marketplace economics and reclaiming margin.

Result:

Result:

RM 505,000

RM 505,000

Estimated annual
valuation

End-to-end

End-to-end

Payment, checkout,
delivery flow defined

Initial

Transaction and
adoption targets set

Transaction and adoption targets set

Product UI

Product UI

Built with: Direct checkout flow · Payment gateway · CDP-ready customer data layer

AI-Powered Loan Assessment

AI-Powered Loan Assessment

Theme: Operations · Status: MVP built

Industry: Financial Services · Programme: Greatness Tournament

Problem: Loan assessment was manual, slow, and required entering the same data across multiple systems — high error risk and a compliance headache.

Solution: An AI-assisted loan assessment workflow that auto-extracts borrower data, checks consistency across systems, and gives credit officers a single decisioning view.

Result:

Result:

USD 15,000

USD 15,000

Operational value

1,200

1,200

Hours saved per year

Tested

With credit officers —
feedback: faster,
simpler, more reliable

With credit officers — feedback: faster, simpler, more reliable

Product UI

Product UI

Built with: AI document extraction · Cross-system data validation · Credit officer dashboard

Three-Week Process, Compressed to Two Days

Three-Week Process, Compressed to Two Days

Theme: Operations · Status: Deployed

Industry: Banking · Programme: Rebel Accelerator

Problem: A high-volume back-office process took 3 weeks end-to-end — bottlenecking downstream teams and burning skilled time on coordination.

Solution: An automation layer that orchestrates the workflow across legacy systems, eliminating handoffs and removing manual reconciliation steps.

Result:

Result:

RM 372,000

RM 372,000

Annual cost
savings

93%

93%

Reduction in
process time
(3 weeks → 2 days)

Replicable

Pattern designed to
apply to adjacent
processes

Expected reduction in RM ideation time

Product UI

Product UI

Built with: Workflow automation · Cross-system orchestration · Manager-approval workflow

AI Vision + QR Traceability for Quality Defects

AI Vision + QR Traceability for Quality Defects

Theme: Risk & Compliance · Status: Pilot planned

Industry: Manufacturing · Programme: Accelerated Innovative Leadership Programme

Problem: Defects were caught too late — manual inspection across high-volume lines meant defective tooling kept producing scrap until human eyes spotted it.

Solution: An AI vision camera flags defects on the line in real time and a QR system traces every faulty product back to the specific tool that produced it — instant root-cause, instant stop.

Result:

Result:

RM 24 MILLION

RM 24 MILLION

Operational value

RM 10,000

RM 10,000

Saved per production
line per month

1-month

Pilot proposed;
rollout plan defined
before scale

Pilot proposed; rollout plan defined before scale

Product UI

Product UI

Built with: AI vision · QR traceability · Engineering + QA + Automation team workflow

AI Early-Warning System for Credit Risk

AI Early-Warning System for Credit Risk

Theme: Risk & Compliance · Status: MVP built

Industry: Financial Services  · Programme: Greatness Tournament

Problem: Credit teams only saw loan trouble after repayments slipped — too late to coach borrowers, too late to restructure, too late to protect portfolio quality.

Solution: An AI-driven early-warning engine that scores repayment behaviour, days-past-due trends, and payment momentum — flagging at-risk loans weeks before default.

Result:

Result:

USD 19,281

USD 19,281

Estimated
annual value

Weeks

Weeks

Earlier detection vs
traditional review

Behavioural

Risk model trained on
payment momentum patterns

Expected reduction in RM ideation time

Product UI

Product UI

Built with: AI risk scoring · Repayment-behaviour analytics · Credit-team alerting

Treasury Automation Engine

Treasury Automation Engine

Theme: Finance · Status: MVP built

Industry: Financial Services  · Programme: Greatness Tournament

Problem: Liquidity management was a manual, anxiety-driven process — Treasury staff stitched dashboards together by hand each morning to project cash positions.

Solution: An automated liquidity dashboard that pulls data across treasury systems, projects cash positions in real time, and stress-tests against scenarios — replacing manual Excel modelling.

Result:

Result:

USD 94,349

USD 94,349

Estimated
annual value

Real-time

Real-time

Cash position projection
vs daily manual

Stress-tested

Scenario modelling
built in

Expected reduction in RM ideation time

Product UI

Product UI

Built with: Treasury system integration · Automated dashboard · Scenario stress-test engine

AI Duplicate Detection for Finance

AI Duplicate Detection for Finance

Theme: Finance · Status: MVP built

Industry: Technology & Distribution · Programme: Greatness Games

Problem: Manual verification of credit notes meant duplicate entries slipped through — causing reconciliation delays, financial leakage, and avoidable customer disputes.

Solution: An AI pattern-recognition layer that catches duplicate credit notes in real time, automating verification and flagging anomalies before they reach the ledger.

Result:

Result:

USD 94,349

USD 94,349

Estimated
annual value

Real-time

Real-time

Duplicate detection vs
end-of-month reconciliation

Foundation

First step of broader finance
automation roadmap

Expected reduction in RM ideation time

Product UI

Product UI

Built with: AI pattern recognition · Real-time verification · Finance-system integration

Hero's Marketplace — Gamified Rewards 

Hero's Marketplace — Gamified Rewards 

Theme: People · Status: Deployed

Industry: Learning & Innovation (Internal) · Programme: Internal AI Projects

Problem: Reward redemption ran on Google Forms — slow processing, inconsistent coin balances, no visuals, no item clarity, and zero analytics.

Solution: A live gamified marketplace where employees redeem coins for visible, sized, in-stock rewards — orders auto-routed for fulfilment with a real-time dashboard for the L&D team.

Result:

Result:

RM 15,000–25,000

RM 15,000–25,000

Estimated annual
saving

Live

Live

Marketplace deployed
and in active use

Real-time

Order data and
adoption analytics
dashboard

With credit officers — feedback: faster, simpler, more reliable

Product UI

Product UI

Built with: No-code commerce front-end · Order automation · Live engagement dashboard

Partner Self-Service Portal

Partner Self-Service Portal

Theme: People · Status: Deployed

Industry: Insurance · Programme: Axapreneur

Problem: 700+ partner staff across 164 branches called the head office daily for policy expiry, commissions, product info and campaign updates — drowning marketers in reactive service calls.

Solution: A web and mobile self-service portal giving partner staff direct access to policy data, commission status, product info and campaign updates — freeing the marketing team to coach instead of answer phones.

Result:

Result:

RM 88,000+

RM 88,000+

Estimated
annual value

700+

700+

Partner staff served
across 164 branches

Reactive → Proactive

Marketers redirected
to coaching and BD

Expected reduction in RM ideation time

Product UI

Product UI

Built with: Web portal · Mobile-first interface · Partner-facing data integration

Disclaimer: Product UI visuals are illustrative mock-ups created by Leadapreneur, not screenshots of clients' live systems.

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