Case Study Detail

Executive Summary

Inaccurate demand planning remains one of the largest drivers of excess inventory, stockouts, and inefficient working capital utilisation across retail, manufacturing, FMCG, e-commerce, and supply chain operations. Traditional forecasting approaches often struggle to account for seasonality changes, promotional impacts, external market factors, and rapidly evolving customer demand patterns.

SourceMash leverages advanced machine learning and time-series forecasting technologies to deliver highly accurate demand predictions that enable smarter procurement, inventory planning, and replenishment decisions. Our forecasting systems continuously learn from historical demand patterns and external variables, helping organisations reduce inventory costs while maintaining optimal product availability.

Designed for enterprise-scale environments, our forecasting solutions integrate seamlessly with ERP, WMS, supply chain, and planning platforms. From SKU-level forecasting to multi-location demand planning, our models provide both point forecasts and probabilistic confidence intervals that support informed inventory, safety stock, and replenishment strategies.

Regulatory Compliance

Maintaining HIPAA, HITECH, and GDPR compliance while protecting sensitive patient and research data requires strong governance, security controls, and continuous monitoring.

Data Interoperability

Fragmented healthcare systems can limit visibility and collaboration. Seamless integration helps improve information sharing, care coordination, and decision-making.

Digital Transformation

Legacy systems often slow innovation and efficiency. Modern technologies help healthcare organizations enhance agility, scalability, and patient experiences.

Cybersecurity Risks

Healthcare data remains a prime target for cyber threats. Organizations need proactive security strategies to safeguard critical systems and sensitive information.

Business Background

Inaccurate demand planning remains one of the largest drivers of excess inventory, stockouts, and inefficient working capital utilisation across retail, manufacturing, FMCG, e-commerce, and supply chain operations. Traditional forecasting approaches often struggle to account for seasonality changes, promotional impacts, external market factors, and rapidly evolving customer demand patterns.

SourceMash leverages advanced machine learning and time-series forecasting technologies to deliver highly accurate demand predictions that enable smarter procurement, inventory planning, and replenishment decisions. Our forecasting systems continuously learn from historical demand patterns and external variables, helping organisations reduce inventory costs while maintaining optimal product availability.

Designed for enterprise-scale environments, our forecasting solutions integrate seamlessly with ERP, WMS, supply chain, and planning platforms. From SKU-level forecasting to multi-location demand planning, our models provide both point forecasts and probabilistic confidence intervals that support informed inventory, safety stock, and replenishment strategies.

Phase 1: Indentity Transformation

Developed self-service Microsoft Entra B2B registration portal.
Enabled secure access across more than 12 enterprise applications.
Implemented Single Sign-On (SSO).
Configured managed and unmanaged device-based Conditional Access policies.
Blocked legacy authentication protocols.
Implemented over 55 Conditional Access policies.
Enabled Google Federation and Azure One-Time Passcode authentication.
Automated dormant account cleanup and partner invitation management.
Implemented Azure Self-Service Password Reset (SSPR).
Rolled out Microsoft Entra Multi-Factor Authentication (MFA).
Implemented Conditional Access session controls.

Challenges

Key Business Challenges

Regulatory Compliance

Maintaining HIPAA, HITECH, and GDPR compliance while protecting sensitive patient and research data requires strong governance, security controls, and continuous monitoring.

Data Interoperability

Fragmented healthcare systems can limit visibility and collaboration. Seamless integration helps improve information sharing, care coordination, and decision-making.

Digital Transformation

Legacy systems often slow innovation and efficiency. Modern technologies help healthcare organizations enhance agility, scalability, and patient experiences.

Cybersecurity Risks

Healthcare data remains a prime target for cyber threats. Organizations need proactive security strategies to safeguard critical systems and sensitive information.

Digital Transformation

Legacy systems often slow innovation and efficiency. Modern technologies help healthcare organizations enhance agility, scalability, and patient experiences.

Cybersecurity Risks

Healthcare data remains a prime target for cyber threats. Organizations need proactive security strategies to safeguard critical systems and sensitive information.

Solution Delivery

A Future-Ready Indentity Foundation

Phase 1: Indentity Transformation

Developed self-service Microsoft Entra B2B registration portal.
Enabled secure access across more than 12 enterprise applications.
Implemented Single Sign-On (SSO).
Configured managed and unmanaged device-based Conditional Access policies.
Blocked legacy authentication protocols.
Implemented over 55 Conditional Access policies.
Enabled Google Federation and Azure One-Time Passcode authentication.
Automated dormant account cleanup and partner invitation management.
Implemented Azure Self-Service Password Reset (SSPR).
Rolled out Microsoft Entra Multi-Factor Authentication (MFA).
Implemented Conditional Access session controls.

Phase 2: Indentity Transformation

Developed self-service Microsoft Entra B2B registration portal.
Enabled secure access across more than 12 enterprise applications.
Implemented Single Sign-On (SSO).
Configured managed and unmanaged device-based Conditional Access policies.
Blocked legacy authentication protocols.
Implemented over 55 Conditional Access policies.
Enabled Google Federation and Azure One-Time Passcode authentication.
Automated dormant account cleanup and partner invitation management.
Implemented Azure Self-Service Password Reset (SSPR).
Rolled out Microsoft Entra Multi-Factor Authentication (MFA).
Implemented Conditional Access session controls.

Results Achieved

Business Impact

20%

Configuration of company information already registered

40%

Automated creation and synchronization of users

60%

Automated invoice creation from Dynamics 365

70%

The integration automated the complete payment.

Company Management

API token management
API token management
API token management
Centralized configuration

User Management

Owner, Manager, Customer Care, Accounting
Duplicate account detection
Duplicate account detection
Duplicate account detection

Invoice Management

Duplicate account detection
Duplicate account detection
Automated invoice generation
Record validation & sync

Payment Request Automation

Duplicate account detection
Duplicate account detection
Retrieve & sync customer info
Generate & send payment URL

Conclusion

A Future-Ready Indentity Foundation

Our partnerships and certifications reflect our commitment to delivering secure, scalable, and high-performing technology solutions. They represent proven expertise, continuous learning, and the ability to help organizations maximize value from their technology investments.

Enterprise Technology Services That Drive Real Results

55+

Explainable & Transparent AI

12+

Explainable & Transparent AI

30%

Explainable & Transparent AI

40%

Explainable & Transparent AI

Executive Summary

Regulatory Compliance

Data Interoperability

Digital Transformation

Cybersecurity Risks

Business Background

Phase 1: Indentity Transformation

Key Business Challenges

Regulatory Compliance

Data Interoperability

Digital Transformation

Cybersecurity Risks

Digital Transformation

Cybersecurity Risks

A Future-Ready Indentity Foundation

Phase 1: Indentity Transformation

Phase 2: Indentity Transformation

Business Impact

20%

40%

60%

70%

A Future-Ready Indentity Foundation