Dotwork vs Fibery
A connected workspace with customizable databases, popular with product teams for linking customer feedback to features, roadmaps and strategy.
Fibery gives product teams a flexible, connected workspace for feedback, features and roadmaps. Dotwork connects product work to enterprise strategy, funding, capability cost and architecture.
At a glance
Product management
Fibery
Operating model
Dotwork
Usually runs alongside Dotwork
Dotwork connects to it and puts its data in the context of the whole enterprise.
The short version
What each is built for.
Fibery
Fibery is a connected workspace where teams build their own databases, relations and views. It is especially popular with product teams, who use it to centralize feedback, link it to features with AI help, prioritize and share roadmaps, alongside docs and whiteboards.
- Collecting feedback and linking it to features and product areas
- Designing a custom product hierarchy in flexible databases
- Prioritizing, roadmapping and sharing changelogs
- Keeping docs, whiteboards and structured data in one workspace
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 product organizations, Dotwork connects product work to enterprise objectives, investments, capability cost and architecture.
- Tracing product work to enterprise objectives and investments
- Showing the capability cost and architecture behind product investments
- Running OKRs, investment scoring and PI planning across product and technology
- Giving product, finance and technology leaders one connected model
The core difference
How Dotwork and Fibery approach the problem.
Fibery lets product teams build a connected workspace shaped to their own process. Dotwork provides an enterprise model that connects product work to strategy, funding, cost and architecture.
Context
Fibery holds context in databases and relations that each workspace designs. Dotwork holds it in a shared graph defined by a reference operating model and shaped to the enterprise.
Decisions
Fibery supports product decisions with feedback evidence and prioritization. Dotwork supports investment decisions with scoring, OKRs and strategy trace beside cost.
Time
Fibery tracks feedback, features and releases through the product cycle. Dotwork keeps plans, decisions and record history across funding and planning cycles.
Change
Fibery changes as teams redesign their databases and relations. Dotwork starts from a reference Enterprise Operating Model and shapes it to the enterprise.
Architecture and data model
Side by side.
Fibery gives product teams a flexible relational workspace, with feedback, features and roadmaps linked in a hierarchy they design. Dotwork works at a different level: product investments sit in an enterprise model next to objectives, capabilities, applications, labor and cost. Fibery helps a product team run its process; Dotwork shows how that work fits what the enterprise funds.
| Dimension | Fibery | Dotwork |
|---|---|---|
| Core model | Custom databases and relations, often modeled around product work | Graph-based Enterprise Operating Model spanning strategy, portfolio, cost, architecture and AI |
| Starting point | Templates and custom structures designed by the team | Reference operating model, shaped to the enterprise |
| Product work | Feedback, features, prioritization, roadmaps and changelogs | Feature-to-epic trace and PI planning tied to investments |
| Cost and architecture | Not a focus | Allocated cost connected to capabilities, applications and investments |
| Docs and collaboration | Docs, whiteboards and comments beside the data | Record notes and history on structured records |
The role of AI
Where the AI gets its context.
Fibery applies AI to product feedback and workspace content. Dotwork applies AI to questions that cross product, finance and technology. For AI help processing customer feedback, Fibery is the specialist.
Fibery
Fibery uses AI to help link incoming feedback to features, summarize content and work with data in the workspace.
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 Fibery is strong — and where Dotwork is different.
Where Fibery is strong
- Flexible relational workspace that teams can shape to their own product process
- Feedback management that links customer input to features with AI help
- Prioritization, public roadmaps and changelogs for closing the loop with customers
- Docs, whiteboards and structured data in one tool
Where Dotwork is different
- Starts from a reference Enterprise Operating Model rather than a custom workspace design
- Provides OKRs, investment scoring, PI planning and feature-to-epic trace in production
- Shows the capability cost and labor behind product investments
- Connects products to the applications and architecture they change
- Lets AI questions cross product, cost and architecture through one model
Choosing
Which fits your situation.
Choose Fibery when
- You want to centralize feedback and link it to features
- Your product team wants to design its own workspace structure
- You need public roadmaps and changelogs
- You want docs and whiteboards beside product data
Fibery fits product teams that want a flexible, connected workspace to manage feedback, features and roadmaps their own way.
Choose Dotwork when
- You need product investment traced to enterprise objectives and funding
- You want product work shown beside capability cost and architecture
- You run OKRs, PI planning and investment scoring across many teams
- Finance and technology leaders need the same model as product leaders
Dotwork fits enterprises where product investment must be seen beside strategy, cost, capabilities and architecture across many portfolios.
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 Fibery.
FAQ
Questions buyers ask.
Does Dotwork manage customer feedback?+
No. Dotwork is not a feedback or discovery tool. Product teams usually keep a tool like Fibery for that and use Dotwork to connect product investments to the wider enterprise.
Both tools are flexible. What is the difference?+
Fibery is flexible from a blank or template workspace. Dotwork is configurable on top of a reference Enterprise Operating Model, so strategy, investment, capability and cost records are already defined and connected.
Can Fibery and Dotwork be used together?+
Yes. Fibery stays the product team workspace, and Dotwork connects the resulting product work to objectives, funding, cost and architecture.
Keep comparing