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RAPID Framework

Definition

RAPID is a decision-making framework created by Bain & Company to resolve decision bottlenecks in complex organizations. The acronym stands for Recommend, Agree, Perform, Input, and Decide. Despite the name suggesting a sequence, the letters represent roles, not steps. The Recommend person or team proposes a course of action. The Input people provide data and analysis. The Agree parties must formally sign off (and can escalate if they disagree). The Decide person makes the final call. The Perform party executes the decision.

RAPID was designed for enterprises where decisions cross multiple business units, geographies, or functions. It is more structured than DACI because it distinguishes between people who provide input (no blocking power) and people who must agree (blocking power). This distinction matters in regulated industries, public companies, and organizations where legal or compliance teams have legitimate authority to block a decision. The framework has been adopted at companies like AB InBev, Dell, and Kraft Heinz.

Product teams encounter RAPID most often when their decisions have enterprise-wide implications: platform migrations, pricing model changes, data privacy decisions, or partner integrations that affect multiple product lines. Understanding RAPID helps PMs navigate the stakeholder management challenges that come with these high-stakes, cross-functional decisions.

Why It Matters for Product Managers

In fast-growing companies, the most common complaint is that decisions take too long. RAPID directly addresses this by making authority visible. When everyone knows who Decides, teams stop looping through endless review cycles hoping for consensus. The framework also prevents two failure patterns: decisions made without required sign-offs (the Agree role catches this) and decisions made without execution plans (the Perform role catches this).

For PMs, RAPID is particularly useful when you need to get something done across organizational boundaries. If you are proposing a change that requires legal review, security approval, and engineering capacity from another team, a RAPID chart lets you map out exactly who needs to do what. This replaces the ambiguous "let's align with stakeholders" with a concrete list of names and responsibilities. Combining RAPID with a decision matrix for scoring options gives you both a clear process and a rigorous evaluation method.

How to Apply It

Start by clearly defining the decision. Vague decision statements lead to vague role assignments. Write it as a specific question: "Should we migrate from on-premise to cloud hosting by Q3?" not "Discuss cloud strategy." Then assign each RAPID role to a specific person (not a team or department). If you assign a role to a group, nobody feels personally accountable.

Keep the Agree list as short as possible. Every Agree party has implicit veto power, so each addition slows the process. Only assign Agree to people with legitimate blocking authority (legal, compliance, security). Everyone else should be Input. Set a deadline for the Decide person to make the call, and establish an escalation path if Agree parties cannot reach alignment. Document the RAPID assignments in a shared decision document and use a RACI matrix for the execution tasks that follow the decision. For a practical guide on managing cross-functional decisions, see the stakeholder management handbook.

Frequently Asked Questions

How does RAPID differ from DACI?+
RAPID has five roles versus DACI's four and adds an explicit Agree role for people who must formally sign off before the decision proceeds. In DACI, the Approver is the sole decision-maker. In RAPID, the Decide person makes the final call, but Agree parties can block or escalate. RAPID also separates the Perform role (who executes) from the Recommend role (who proposes). This makes RAPID better suited for large enterprises where regulatory, legal, or compliance sign-offs are mandatory before execution.
When should a product team use RAPID over simpler frameworks?+
Use RAPID when decisions involve mandatory sign-offs from legal, security, compliance, or finance teams. If you are launching in a regulated market, changing data handling practices, or making pricing decisions that affect existing contracts, the Agree role ensures required approvals happen. For most product feature decisions within a single team, DACI or simple ownership is sufficient. RAPID shines in cross-organizational decisions where multiple departments have legitimate blocking authority.
What does the Perform role do in RAPID?+
The Perform role identifies who will execute the decision once it is made. This is often an engineering lead, a marketing team, or an operations group. Naming the Perform party upfront prevents a common failure mode: a decision gets made but nobody is assigned to implement it. The Perform party should be involved early enough to flag feasibility concerns before the Decide person makes the final call.

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