Enterprise Workflow & Process Automation
Digitize and automate business processes spanning people, decisions, approvals, applications, and enterprise data.
Matrix Flow™
Engineering the Connected Enterprise
Matrix Flow™ is Mako's enterprise engineering framework for modernizing data, connecting systems, automating business processes, and transforming enterprise platforms.
It brings together structured engineering practices, reusable patterns, and proprietary accelerators to help organizations turn fragmented technology landscapes into connected, scalable digital ecosystems.
The Challenge
Enterprise Complexity Lives Between Systems
Modern enterprises operate across CRM, ERP, finance, HR, service management, SaaS applications, databases, legacy systems, and increasingly AI-powered platforms.
As this ecosystem grows, organizations face:
Fragmented enterprise data
Disconnected business applications
Manual processes across teams and systems
Complex legacy integrations
Increasing middleware complexity
Difficult platform migrations
Duplicate and inconsistent information
Growing implementation and maintenance effort
The challenge is no longer simply implementing another application. It is making the entire enterprise ecosystem work together.
Introducing Matrix Flow™
Modernize. Connect. Automate. Transform.
Matrix Flow™ provides a structured engineering framework for transforming how data, systems, processes, and enterprise platforms work together.
Rather than treating migration, integration, automation, and platform implementation as independent initiatives, Matrix Flow™ brings them together within a connected enterprise transformation model.
Modernize Data
Transform fragmented and legacy data into reliable, structured, and usable enterprise information.
Focus Areas:
Data modernization, migration, transformation, quality, mapping, validation and reconciliation.
Connect Systems
Enable scalable communication between enterprise applications, platforms, services, and data sources.
Focus Areas:
APIs, enterprise integrations, middleware, event-driven architecture and composable integration.
Automate Processes
Turn manual and fragmented business processes into intelligent digital workflows.
Focus Areas:
Process automation, approvals, business rules, cross-functional workflows and AI-assisted operations.
Transform Platforms
Accelerate the implementation, migration, integration, and adoption of enterprise platforms.
Focus Areas:
Platform implementation, configuration, data transition, integration enablement, cutover and stabilization.
How Matrix Flow works
- Matrix Flow™
- Data
- Modernize
- Systems
- Connect
- Processes
- Automate
- Platforms
- Transform
- Connected Enterprise
Matrix Flow™ Capabilities
One Framework Across the Enterprise Transformation Landscape
This is where we can connect the framework to the five sub-solutions we've already created without reproducing their content.
Data Modernization & Migration Programs
Transform, migrate, validate, and improve enterprise data while preparing it for modern applications, cloud platforms, analytics, and AI.
API & Integration Architecture
Design secure, scalable connectivity that enables applications and services to communicate reliably across the enterprise.
Platform Implementation & Digital Rollouts
Plan, configure, integrate, migrate, launch, and stabilize enterprise platforms while accelerating business adoption.
Composable Integration & Middleware Strategy
Establish flexible integration architectures, middleware strategies, and reusable connectivity patterns that enable the enterprise technology landscape to evolve continuously.
How Matrix Flow™ Works
A Structured Path from Complexity to Connected Operations
Matrix Flow™ provides a structured engineering approach while allowing implementation to adapt to the customer's technology landscape, business requirements, and transformation objectives.
- 01
Discover
Understand the existing data landscape, applications, processes, integrations, dependencies, and transformation objectives.
- 02
Architect
Define target data models, integration patterns, workflows, platform architecture, and governance requirements.
- 03
Transform
Modernize data, implement integrations, automate processes, configure platforms, and execute migration activities.
- 04
Validate
Verify data integrity, integrations, business processes, system interactions, performance, and transformation outcomes.
- 05
Operationalize
Move transformed systems and processes into production with the required governance, monitoring, documentation, and operational readiness.
- 06
Optimize
Continuously improve data quality, workflows, integrations, and platform performance as business requirements evolve.
Accelerated by Mako Innovation
From Framework to Execution
Matrix Flow™ is supported by proprietary accelerators designed to reduce repetitive engineering effort and accelerate complex enterprise transformation programs.
01
Migrate™
AI-Assisted Data Migration & Transformation
Accelerates enterprise migrations through AI-assisted analysis, intelligent mapping, transformation workflows, data-quality checks, validation, and reconciliation.
- SaaS onboarding
- Enterprise platform migration
- Legacy modernization
- Complex data transformation.
Matrix Flow™ in Action
One Framework. Multiple Transformation Journeys.
SaaS Customer Onboarding
Migrate™ + Matrix Flow™
Transform and migrate customer data into SaaS platforms using reusable mapping, transformation, validation, and onboarding patterns.
Enterprise Platform Transformation
Migrate™ + FlowLink™ + Matrix Flow™
Migrate data, connect surrounding applications, automate workflows, and transition business operations to a new enterprise platform.
Integration Modernization
FlowLink™ + Matrix Flow™
Move beyond fragmented point-to-point integrations toward reusable APIs, middleware patterns, event-driven architecture, and governed enterprise connectivity.
Business Process Automation
Matrix Flow™ + FlowLink™
Digitize business workflows and orchestrate processes spanning people, applications, approvals, business rules, and enterprise data.
Legacy Modernization
Matrix Flow™ + Migrate™ + FlowLink™
Transform legacy data, modernize connectivity, and progressively transition business capabilities into modern digital platforms.
Migration Ecosystem
Designed for Heterogeneous Enterprise Environments
Migrate™ is designed to support migration programs across enterprise platforms, SaaS applications, databases, and custom technology environments.
CRM Platforms
- Salesforce
- HubSpot
- Zoho
- Microsoft Dynamics
Enterprise Applications
- ERP
- PSA
- ITSM
- HRMS
- Finance and industry-specific platforms.
SaaS Ecosystems
Modern cloud applications and customer-facing SaaS platforms.
Integration Environments
- APIs
- Middleware
- iPaaS
- Messaging and Event-driven Architectures
Data Environments
- Databases
- Data warehouses
- Cloud data platforms
- Legacy data stores
Custom Applications
Legacy applications, internally developed systems and modern digital platforms.
Why Mako
Why Mako for Platform Implementation & Digital Rollouts?
Successful platform implementations require more than technical expertise—they require structured delivery, stakeholder alignment, business process understanding, and operational readiness.
Our implementation practice combines enterprise delivery experience, certified professionals, reusable frameworks, and AI-assisted accelerators to help organizations achieve successful platform adoption with reduced implementation risk.
Proven experience delivering enterprise SaaS implementations across CRM, PSA, ERP, and business platforms.
Matrix Flow™ Framework
for structured implementation, migration, integration, and operational readiness.
Salesforce Certified Professionals
supporting enterprise CRM implementations and platform modernization.
Workato Expertise
enabling seamless enterprise integrations and automation during implementation.
Migrate™, FlowLink™, and APIGuard™
accelerating platform onboarding, integrations, and quality assurance.
Business Outcomes
Turn Enterprise Complexity into Connected Operations
- 01
Faster Transformation
Accelerate migration, integration, automation, and platform initiatives through reusable engineering patterns and accelerators.
- 02
Connected Enterprise Systems
Enable applications, data, and platforms to work together across the enterprise.
- 03
Improved Data Quality
Transform fragmented information into more reliable and usable enterprise data.
- 04
Reduced Implementation Risk
Identify dependencies, exceptions, and data issues earlier while applying structured validation throughout transformation.
- 05
Increased Operational Efficiency
Reduce manual processes and repetitive activities through automation.
- 06
Greater Business Agility
Create flexible architectures that make it easier to introduce new platforms, processes, and digital capabilities.
Part of Mako Matrix™
Connected Engineering Beyond Integration
Matrix Flow™ is part of the broader Mako Matrix™ engineering ecosystem.
When enterprise transformation extends beyond data, integration, automation, and platform implementation, Matrix Flow™ works alongside:
Together, the Mako Matrix™ frameworks allow complex transformation initiatives to be addressed as connected engineering challenges rather than isolated technology projects.
Matrix Forge™
Digital products and applications…
Matrix Ops™
Cloud and platform engineering
Matrix Intelligence™
Enterprise AI systems
Matrix Edge™
Innovation and emerging technologies…
Make Your Enterprise Flow
Modernize data. Connect systems. Automate processes. Transform platforms.
Matrix Flow™ brings together the framework, accelerators, and engineering expertise required to turn fragmented enterprise technology into a connected, adaptable digital ecosystem.
