Dotwork vs IBM OpenPages
IBM's governance, risk and compliance platform, covering operational risk, policy, regulatory compliance, internal audit and model risk.
IBM OpenPages runs governance, risk and compliance, including control testing, audit and model risk. Dotwork prices technical debt and non-conformance on the cost model and connects them to applications, capabilities and investments.
At a glance
Governance, risk & compliance
IBM OpenPages
Operating model
Dotwork
Overlaps with
Dotwork runs these and 15 more on one model.
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.
IBM OpenPages
IBM OpenPages is IBM's governance, risk and compliance platform. It covers operational risk, policy and regulatory compliance management, internal audit, IT governance, third-party risk, business continuity and model risk governance, and its model risk capabilities are part of IBM watsonx.governance.
- Running control testing, attestation and issue management
- Managing operational risk, including loss events and key risk indicators
- Planning and running internal audits
- Governing models, including AI models, through model risk management
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 controls, Dotwork prices technical debt and non-conformance on the cost model and leaves control testing, attestation and audit to GRC platforms such as IBM OpenPages.
- Keeping technology standards, controls and conformance verdicts as records on the operating model
- Pricing technical debt and showing which of it is funded
- Totaling the allocated cost that reaches non-conformant applications
- Showing AI assets, findings and owners beside AI spend
The core difference
How Dotwork and IBM OpenPages approach the problem.
IBM OpenPages runs risk and compliance programs: controls are tested, risks assessed and issues managed in one GRC platform. Dotwork prices what non-conformance and technical debt cost, and connects them to the applications, capabilities and investments involved.
Context
OpenPages organizes context around a business-entity hierarchy, with risks, controls, policies and regulations attached. Dotwork organizes it around a graph where applications, capabilities, teams and investments carry cost, architecture and controls together.
Decisions
OpenPages supports risk and assurance decisions such as risk ratings, control effectiveness and issue remediation. Dotwork supports investment decisions about which debt and non-conformance to fund, with the cost basis visible.
Time
OpenPages works in assessment, testing and audit cycles. Dotwork keeps dated conformance verdicts and record history across planning cycles, so leaders can see how debt and its funding changed.
Change
OpenPages extends through IBM's watsonx AI and its model risk capabilities. Dotwork starts from a reference Enterprise Operating Model and shapes it to the customer, reading GRC data as one source among many.
Architecture and data model
Side by side.
IBM OpenPages is built to run risk and compliance programs across a business-entity hierarchy, with workflows for assessment, testing, issues and audit. Dotwork places standards, controls and conformance on the same records as applications, capabilities, cost and investments, so debt and non-conformance can be priced and weighed for funding. Those amounts come from the model's allocation runs and are shown in Dotwork, while OpenPages stays the system where risk and compliance work is done.
| Dimension | IBM OpenPages | Dotwork |
|---|---|---|
| Core model | GRC platform organized around a business-entity hierarchy | Graph-based Enterprise Operating Model spanning strategy, cost, architecture, controls and AI |
| Risk and compliance | Operational risk, policy, regulatory compliance and issue management with workflow | Controls, policies, risks and issues held as records |
| Testing and audit | Control testing, attestation and internal audit management | Control testing is basic, attestation is limited and audit workpapers are not supported |
| Technical debt | Outside its usual scope | Debt register with carry cost, remediation estimate and funded or unfunded status |
| Model and AI risk | Model risk governance, extended to AI models through watsonx.governance | AI assets, findings, owners and AI spend on the same model |
| Integration posture | System of record for risk, compliance and audit, with its own integrations | Reads GRC and other systems of record into one model; does not write back to them |
The role of AI
Where the AI gets its context.
OpenPages applies AI to speed up risk and compliance work and to govern models. Dotwork applies AI to questions that cross controls, cost, architecture and funding. For model risk management and compliance evidence for AI, IBM leads.
IBM OpenPages
IBM builds generative AI from watsonx into OpenPages to help with risk and compliance tasks, and its model risk capabilities support AI governance through watsonx.governance.
Dotwork
Dotwork's assistant answers questions across the whole model, and chat agents can create and update Dotwork records with optional human review. An MCP server, enabled per site, makes the same model available to outside AI tools. A question about a non-conformant application can reach its cost, owners, technical debt and the investments that depend on it. Dotwork's agents change Dotwork records only; they do not run control tests or audits.
A fair comparison
Where IBM OpenPages is strong — and where Dotwork is different.
Where IBM OpenPages is strong
- Operational risk management, including loss events, risk and control self-assessments and key risk indicators
- Control testing, attestation and issue management in one platform
- Regulatory compliance management that maps regulations to policies and controls
- Model risk governance that extends to AI models through watsonx.governance
- Internal audit planning and management
Where Dotwork is different
- Prices technical debt with a carry cost and a remediation estimate, and shows which debt is unfunded
- Totals the allocated cost that reaches non-conformant applications
- Holds standards and controls on the same records as applications, capabilities, cost and investments
- Shows AI assets, findings and owners beside AI spend in the same cost model as the rest of technology
- Starts from a reference Enterprise Operating Model that already links controls to architecture and cost
Choosing
Which fits your situation.
Choose IBM OpenPages when
- You need operational risk management with loss events and key risk indicators
- Controls must be tested and attested on a regular cycle
- Regulatory change must be mapped to policies and controls
- You need model risk governance for traditional and AI models
Risk, compliance and audit teams, often in financial services and other regulated industries, that need operational risk, regulatory compliance, audit and model risk on one GRC platform.
Choose Dotwork when
- You need to know what technical debt and non-conformance cost
- Remediation must compete for funding with other investments
- You want AI assets and their findings beside AI spend and technology cost
- Your GRC platform already runs testing and audit, and you need the cost view beside it
Technology, architecture and finance leaders who need to see what technical debt and non-conformance cost and decide which remediation to fund, alongside the GRC program that tests and audits controls.
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 IBM OpenPages.
FAQ
Questions buyers ask.
Does Dotwork replace IBM OpenPages?+
No. Dotwork does not run control testing, attestation or audit, and OpenPages handles that work. Dotwork adds the cost of technical debt and non-conformance, connected to applications, capabilities and investments.
How do Dotwork and IBM OpenPages differ on AI governance?+
IBM leads on model risk management and compliance evidence for AI through OpenPages and watsonx.governance. Dotwork ties AI assets to findings, owners and AI spend on the same model as the rest of technology cost.
Can Dotwork and IBM OpenPages be used together?+
Yes, and that is the expected setup. OpenPages remains the system of record for risk, testing, attestation and audit. Control and conformance data can become a source for Dotwork, which connects it to cost, applications and investments. The connection is scoped for each customer.
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