Dotwork vs Digital.ai
An AI-powered software delivery platform covering enterprise agile planning, release orchestration, application security and testing.
Digital.ai helps enterprises plan, release, secure and test software. Dotwork connects agile delivery to the strategy, funding, capability cost and architecture of the enterprise.
At a glance
Strategic portfolio management
Digital.ai
Operating model
Dotwork
Overlaps with
Dotwork runs these and 15 more on one model.
Connect it or consolidate it
Start by connecting it; consolidate when the model can carry the load.
The short version
What each is built for.
Digital.ai
Digital.ai is a software delivery platform for large enterprises. Its portfolio includes Digital.ai Agility for enterprise agile planning (formerly VersionOne), release orchestration and deployment, application security, testing and delivery analytics. It also publishes the long-running State of Agile report.
- Planning agile work at enterprise scale, including scaled frameworks
- Orchestrating releases and deployments across complex pipelines
- Securing and testing applications, including mobile apps
- Measuring software delivery performance with analytics
Dotwork
Dotwork is an AI-native enterprise operating platform built on the Enterprise Operating Model: one live, graph-based model that connects strategy, capital, work, technology and AI across the enterprise. For agile enterprises, Dotwork provides PI planning, program kanban and feature-to-epic trace on the same model as investment, labor cost and architecture.
- Connecting agile delivery to investments, capability cost and architecture
- Running PI planning, program kanban and feature-to-epic trace on the enterprise model
- Tracing strategy through investments to the work and its cost
- Giving portfolio, finance and technology leaders one connected view
The core difference
How Dotwork and Digital.ai approach the problem.
Digital.ai focuses on planning, releasing, securing and testing software. Dotwork connects agile delivery to the strategy, funding, capability cost and architecture of the enterprise.
Context
Digital.ai holds context in backlogs, release pipelines, security findings and delivery metrics. Dotwork holds it in a graph where features, epics, investments, capabilities, applications and cost are connected.
Decisions
Digital.ai supports delivery decisions about planning, release readiness and risk. Dotwork supports investment decisions with scoring, OKRs and strategy trace beside cost.
Time
Digital.ai follows work through planning increments, releases and deployments. Dotwork keeps plans, decisions and record history across funding and planning cycles.
Change
Digital.ai extends across the software delivery lifecycle. Dotwork starts from a reference Enterprise Operating Model and reads delivery tools as sources.
Architecture and data model
Side by side.
Digital.ai covers much of the software delivery lifecycle, from agile planning to release, security and testing. Dotwork overlaps on agile planning, with PI planning, program kanban and feature-to-epic trace in production. The difference is what that planning connects to: in Dotwork the same features and epics link to investments, capabilities, applications, labor and allocated cost, while release, security and testing stay in delivery tools.
| Dimension | Digital.ai | Dotwork |
|---|---|---|
| Core model | Software delivery platform: agile planning, release, security and testing | Graph-based Enterprise Operating Model spanning strategy, portfolio, cost, architecture and AI |
| Agile planning | Enterprise agile planning in Digital.ai Agility, including scaled frameworks | PI planning, program kanban, feature-to-epic trace, weighted prioritization and cross-team dependencies |
| Release and deployment | Release orchestration and deployment automation | Not in scope |
| Application security and testing | App hardening, security and automated testing | Not in scope |
| Cost and architecture | Delivery metrics and investment views for software work | Allocated cost connected to capabilities, applications and investments |
The role of AI
Where the AI gets its context.
Digital.ai applies AI to delivering and securing software. Dotwork applies AI to questions that cross strategy, investment, cost and architecture. For AI in the delivery pipeline, Digital.ai is the specialist.
Digital.ai
Digital.ai applies AI across software delivery, including delivery analytics, testing and protecting applications.
Dotwork
Dotwork offers an assistant that answers questions across the whole enterprise model, so one question can cross strategy, investment, cost and architecture. Chat agents can create and update Dotwork records with optional review, and an MCP server makes the model available to outside AI tools.
A fair comparison
Where Digital.ai is strong — and where Dotwork is different.
Where Digital.ai is strong
- Long experience in enterprise agile planning, going back to VersionOne
- Release orchestration and deployment automation for complex enterprises
- Application security and testing, including mobile app protection
- Delivery analytics across the software lifecycle
- Deep knowledge of agile practice, reflected in the State of Agile report
Where Dotwork is different
- Provides PI planning, program kanban and feature-to-epic trace in production, on the same model as cost and investment
- Traces strategy through investments to features, epics and the capabilities they change
- Shows the labor and capability cost behind agile delivery
- Connects delivery work to applications and architecture
- Lets AI questions cross delivery, cost and strategy through one model
Choosing
Which fits your situation.
Choose Digital.ai when
- You need release orchestration and deployment automation
- Application security and testing are part of the purchase
- You want agile planning from the same vendor as your delivery pipeline
- Delivery analytics across the software lifecycle are the priority
Digital.ai fits large enterprises that want agile planning, release, security and testing from one software delivery vendor.
Choose Dotwork when
- You want PI planning and program views connected to investment and cost
- You need strategy traced through epics and features to capabilities
- Finance and architecture leaders need the same model as delivery leaders
- You want AI over a model that spans delivery, cost and strategy
Dotwork fits enterprises that need agile planning connected to investment, labor cost, capabilities and architecture, so leaders can see what delivery is funded to achieve.
The bottom line
Choose Dotwork when you want to connect the enterprise across systems and silos — with a lower total cost of ownership.
One operating model across strategy, capital, work, technology and AI, instead of another tool to integrate, reconcile and maintain alongside Digital.ai.
FAQ
Questions buyers ask.
Can Dotwork replace Digital.ai Agility?+
For PI planning, program kanban, epics, features and dependencies, Dotwork can take that role. Dotwork does not do release orchestration, deployment, application security or testing, so those stay with Digital.ai or other delivery tools.
Does Dotwork support scaled agile?+
Yes. PI planning, program kanban, feature-to-epic trace, weighted prioritization and cross-team dependencies are in production. Lean budget guardrails are limited in Dotwork today.
Can Digital.ai and Dotwork be used together?+
Yes. Digital.ai can keep running planning and delivery, and Dotwork reads that work into its model through a connection configured for each customer, linking it to investments, cost and architecture.
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