Decision Accountability Framework (DAF)
Making professional decisions explainable without legalism
Decisions in complex organizations are often made under time pressure, with incomplete information, competing interests, and potential consequences for people. When such a decision is reviewed later, the original context and uncertainties are not always visible anymore.
The Decision Accountability Framework (DAF) helps professionals concisely and systematically record the core of their considerations at the moment a decision is made. This keeps it clear how professional judgment was formed, without prescribing the outcome or turning decision-making into legalistic or defensive paperwork.
The problem that DAF solves
Context gets lost
What was known, unknown, or uncertain at the moment of decision is often no longer visible later on. As a result, organizations become dependent on memories and individual ways of documenting information.
Hindsight Colors the Evaluation
Once the outcome is known, the original decision can unintentionally be judged from the perspective of that outcome. This creates the risk of distortion due to hindsight.
Professional discretion must remain explainable
Professional responsibility requires transparency. At the same time, there must be room for expertise, judgment, and context, without reducing every decision to a simple checklist.
What DAF Is and Is Not
DAF is a compact framework for decision accountability. It provides a fixed structure that enables professionals to make visible what was known at the moment of decision, which factors were relevant, and how uncertainty, risk, and potential human impact were weighed.DAF supports
Making professional reasoning explicit at the moment of decision-making.
Consistency in decision documentation between professionals and teams.
Reducing dependence on memory and individual documentation styles.
Transfer, evaluation, and later explanation of important decisions.
Professional autonomy and room for judgment within a shared structure.
DAF is not
A decision-making method that prescribes which decision must be made.
An assessment of whether a decision was right or wrong in hindsight.
Legal advice, legal protection, or a defensive instrument.
A compliance, audit, or performance evaluation tool.
A replacement for legislation, policy, professional standards, procedures, or existing governance models.
Models such as RACI, RAPID, and RASCI primarily clarify who is involved in a decision and who has decision-making authority. DAF complements these models by providing insight into how the professional judgment was reached.
DAF in practice
DAF is used at important decision-making moments where professional judgment must later remain understandable for others who were not present at the original decision.
A DAF record concisely shows:
which decision was on the table at that moment and in what context;
what information was available and where relevant uncertainty existed;
which perspectives, interests, risks, and possible consequences played a role;
how the professional judgment was reached;
which choice was made and what follow-up or handover is needed.
The structure is intentionally lightweight. In many situations, a brief and relevant record is sufficient. DAF supports existing work processes and is not intended as an additional narrative report, a new procedure, or a performance metric.
When is DAF appropriate?
DAF was developed for situations in which decisions are based on professional judgment under uncertainty and may need to be explained at a later time.DAF is likely appropriate when
decisions are made under time pressure or with incomplete information;
multiple interests, perspectives, or possible consequences need to be weighed;
decisions may have human, organizational, or societal impact;
decisions may later be reviewed in supervision, a complaint, evaluation, audit, legal procedure, or handover;
consistency in decision documentation between professionals or teams is important.
DAF is not appropriate when
the framework is expected to prescribe the decision or outcome;
legal protection, certification, or a guarantee of compliance is expected;
the framework is expected to replace legislation, professional policies, or existing procedures;
there is no meaningful professional judgment involved.
Application Contexts
DAF can be used across sectors, including the public sector, healthcare, the social domain, youth and family services, supervision and regulation, and corporate governance. The organization itself remains responsible for assessing its applicability within its own context.
Documents about DAF
Please read the documents below before requesting licensed access. The current documents are in English.DAF White Paper
A concise explanation of the accountability issue, the principles of DAF, the scope, and possible application contexts.
What DAF is — and what it is not
A clear definition of the purpose, the intended use, and the things that DAF explicitly does not replace.
Applicability Check
Seven questions that enable an organization to assess in advance whether DAF aligns with the intended use and expectations.
Licensed Access and Application Form
Access to the Decision Accountability Framework is provided on the basis of licensed use. Licensed access includes the core materials of the framework, supporting documentation, and structured learning resources that promote responsible and consistent use.
Licensed access does not include certification, supervision, legal advice, or guidance on individual cases. Organizations are expected to have read the White Paper, the explanatory notes, and the applicability check before requesting access.
After receiving the application, contact will be made by email regarding the intended use, the conditions, and possible next steps.
Submitting this form is a request and does not automatically grant the right to use DAF. Wichard Assessment & Development will contact you regarding the assessment and any possible next steps.
FAQ
1. Is DAF a decision-making method?
No. DAF does not determine which decision should be made and does not prescribe an outcome. Professional judgment remains central.
Does DAF assess whether a decision was right or wrong?
No. DAF does not assess outcomes and does not measure individual performance. It makes visible which considerations were relevant at the moment of decision-making.
2. Does DAF Provide Legal Protection?
No. DAF is not a legal defense instrument, a compliance certification, or a guarantee against liability. Organizations and professionals remain responsible themselves for complying with applicable laws and regulations.
3. Does DAF Create Additional Administrative Burden?
DAF is designed for concise documentation. It helps to purposefully structure existing information and is not intended for creating extensive new reports.
4. Do Existing Procedures Need to Be Modified?
Not necessarily. DAF is designed to be applied within existing work processes. It does not replace policies, procedures, regulations, or professional standards.
5. Is DAF a Training or Certification Program?
No. Licensed access includes structured learning resources, but DAF is not a training program, certification, or accreditation and does not assess competence.
6. What Is Included with Licensed Access?
Licensed access includes the core materials, accompanying documentation, and learning resources for responsible and consistent use. The exact terms will be discussed after the application is submitted.