The MAHD Framework is an agile-based product development process designed for flexibility and scalability, managing everything from simple projects to complex systems and the entire product lifecycle. Rooted in agile principles, MAHD incorporates key elements tailored for hardware development.
From project selection to manufacturing agile can deliver tremendous benefits—but only when adapted to the realities of physical products.
Some of the fundamental software methods fall short:
Hardware teams quickly get frustrated when software tactics fall short. They are told that by writing user stories, executing in two-week sprints and holding standup meetings, they’ll BE agile. They quickly discover this is not the case.
When teams learn to apply the principles of agile with the right tactics for the unique characteristics of hardware development, they quickly see the benefits, while at the same time being able to:
Purpose-built agile methods enable them to obtain the full value of agile.
Visit our FAQ to address specific questions you may have or learn more about the benefits you should expect.
See what Steve Jobs has to say about the challenge of great hardware design. Using the analogy of polishing rocks, he highlights many of the challenges teams face in make “5000 decisions” and the importance of having the right framework.
The MAHD Framework is designed to help teams and organizations adopt agile in a practical, scalable way. At the Core level, teams gain the tools and tactics to plan, iterate and deliver hardware projects effectively. At the Complete level, MAHD broadens to support enterprise-wide agility—from portfolio planning through sustaining engineering—creating a consistent way of working across all product development efforts.
The focus of the Core MAHD Framework is to manage projects from concept to launch while adhering to Agile principles. The Core Framework:
The Complete MAHD Framework applies agile methods to an organization’s entire product lifecycle process including:
An essential addition to release 4.0 was MAHD Operating Model which guides how to best collaborate, set milestones and make decisions.
The table below summarizes the differences between the MAHD Framework and other common Agile-based processes. The primary difference is that while MAHD builds on Agile principles, the tactics, guiding concepts and enabling capabilities are designed specifically to meet the needs of physical products.
Download the whitepaper for a more comprehensive comparison.
Learn how MAHD, SAFe and other scaled Agile approaches compare and which is best for your situation.
MAHD brings rapid learning, integrated product planning, and practical governance together—without forcing physical-product teams into a software-first model.
| What matters | MAHD Hardware-first agility | Scrum for Hardware Adapted team agility | Hybrid Stage-Gate Phased development | SAFe Enterprise coordination |
|---|---|---|---|---|
| Core design | Physical and hybrid products Hardware, electronics, software, and operations | Software delivery adapted to hardware Usually centered on individual teams | Structured product development Phases, deliverables, and approval gates | Enterprise agile coordination Originally optimized for software-intensive systems |
| Project initiation | Integrated, Defined Activities Teams begin learning and executing within days or weeks with an aligned plan | Backlog and sprint setup Additional product and system level planning often needed and not integrated into the framework | Phase and gate planning More definition typically occurs before execution | Program structure and PI planning Greater preparation and organizational alignment overall with projects for hardware being loosely defined. |
| Learning model | Evidence changes the plan Prototypes, customer insight, and decisions evolve together | Sprint-based inspection Learning is organized around team increments and reviews | Milestone-based learning Evidence is commonly evaluated at planned checkpoints | Program-cadence learning System demos and program increments provide alignment |
| Hardware realities | Integrated by design Architecture, prototypes, supply chain, production, and compliance | Added through supporting practices Scrum alone does not address the full product system | Strong process coverage Controls are robust, but adaptation may be slower | Requires domain tailoring Hardware methods must be layered into the framework |
| Governance | Embedded throughout the Product Lifecycle Clear methods from project selection to execution tradeoffs without waiting for periodic gates | Team and product ownership Broader governance is usually handled outside Scrum | Centralized gate decisions Leadership reviews authorize major transitions, exceptions require unplanned events | Multi-layer program governance Coordination spans teams, programs, and portfolios. Hardware tradeoffs must be layered into the framework. |
| Best fit | Complex, cross-functional products Especially when uncertainty and hardware constraints coexist | Team-level or component work Useful where work can be divided into short increments | Stable or highly controlled programs Effective where formal milestones dominate execution | Large multi-team software organizations Strongest where system software and enterprise-scale alignment is the priority |
| Implementation effort | Focused rollout in weeks Pilot teams can begin quickly with an integrated hardware operating model, then expand based on demonstrated results | Teams learn tactics in days Sprint tactics can be adopted quickly, but effective planning, solution evolution, and governance must be added separately to gain benefits. | Moderate process integration Requires teams to blend agile execution within existing phases, reviews, and governance, adding complexity. | High enterprise commitment Requires extensive training, new roles, planning cadences, tooling, and coordination across multiple organizational layers |
Each approach can be effective. The key difference is how much additional tailoring is required to address the realities of complex hardware development.
Whether you are evaluating agile for hardware, ready to pilot a project, or looking for answers to specific challenges, we have resources to help you move forward in your agile journey.
Understand why hardware development requires a purpose-built agile approach.
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Learn how MAHD applies agile principles to the real world of hardware. Key elements, benefits, how to get started.
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