Nearly 60% of product portfolio decisions stall not because of missing data, but because nobody knows who actually gets to decide. When your organization manages multiple product lines, every investment call, sunset discussion, and resource shift involves a tangle of stakeholders with competing priorities. The DACI framework cuts through that tangle by assigning four clear roles to every decision — and it is especially powerful when applied at the portfolio level, where the stakes are highest and the politics are thickest.
This guide breaks down how DACI works, why it outperforms other decision-making frameworks for portfolio governance, and how to implement it so your team stops debating who decides and starts making better calls faster.
DACI is a decision-making framework that assigns four distinct roles to clarify who does what whenever a group needs to make a choice. The acronym stands for Driver, Approver, Contributors, and Informed. Unlike task-management models that focus on who does the work, DACI focuses on who owns the decision and how input flows through the process.
Driver — the person responsible for driving the decision forward. The Driver frames the problem, gathers input, sets the timeline, and ensures the group reaches a resolution. Think of this role as the project manager of the decision itself.
Approver — the single individual with the authority to say yes or no. Having one Approver prevents the endless consensus loops that kill momentum in multi-product organizations.
Contributors — subject-matter experts, analysts, or team leads whose knowledge shapes the decision. Contributors provide input and recommendations but do not hold veto power.
Informed — people affected by the outcome who need to know what was decided and why, but who are not part of the deliberation itself.
Originally developed at Intuit in the 1980s, DACI has since become a staple in product management, engineering leadership, and strategic planning. Companies like Atlassian, Meta, and Spotify use variants of the framework to keep cross-functional decisions on track.
If you have worked in project management, you have almost certainly encountered RACI — Responsible, Accountable, Consulted, Informed. RACI and DACI share two roles (Consulted maps roughly to Contributors, and Informed is identical), but they differ in a critical way.
RACI is a task-assignment framework. It clarifies who executes work and who oversees execution. DACI is a decision-making framework. It clarifies who drives a choice and who has the authority to approve it.
For portfolio decisions — such as whether to invest in a new product line, sunset an underperforming product, or reallocate engineering capacity — you are not assigning tasks. You are making high-stakes strategic calls that affect budgets, teams, and roadmaps across the organization. That is why DACI is the better fit.
Here is a quick comparison:
In practice, many portfolio teams use DACI for strategic decisions and RACI for the execution that follows. The two frameworks complement each other — DACI decides what to do, and RACI clarifies who does it.
Portfolio-level decisions are fundamentally different from single-product decisions. They involve more stakeholders, higher financial exposure, and longer time horizons. Without a structured decision-making framework, three problems surface repeatedly.
When a CPO, three product directors, engineering leadership, finance, and sales all have opinions on whether to fund Product A or Product B, meetings turn into debates and debates turn into deferrals. Research from McKinsey shows that organizations with clear decision roles make decisions twice as fast as those without them — and the gap widens as organizational complexity increases.
Even when a portfolio decision gets made, it often fails in execution because nobody documented who approved it, what trade-offs were accepted, or who needs to act on the outcome. DACI creates a written record: the Driver documented the options, the Approver signed off, Contributors provided their input, and Informed parties know the result.
Sunsetting a product, cutting a team's budget, or shifting resources away from a legacy product line are politically charged decisions. Without a clear Approver, these decisions get kicked up the chain, tabled for "more data," or quietly ignored. DACI forces the organization to name who has the authority — and to respect that authority once it is assigned.
The DACI framework is flexible enough to handle any portfolio decision, but it shines brightest in scenarios where roles tend to blur. Here are five common portfolio decisions mapped to the DACI model with practical guidance for each.
Decision: Should we invest in building a new product line?
Driver: Head of Product Strategy or a senior product manager tasked with building the business case.
Approver: CPO or CEO, depending on the investment size.
Contributors: Product managers for adjacent products, finance (for budget modeling), engineering leadership (for capacity assessment), and customer research.
Informed: Sales leadership, marketing, customer success, and existing product teams whose roadmaps may be affected.
Tip: The Driver should present at least three options — invest fully, invest with a limited pilot, or pass — along with a clear recommendation. This gives the Approver a real choice rather than a binary yes/no.
Decision: Should we retire an underperforming product?
Driver: The product manager or general manager of the product in question, supported by a financial analyst.
Approver: CPO or the executive sponsor of the portfolio.
Contributors: Customer success (for migration impact), legal (for contractual obligations), engineering (for deprecation effort), and sales (for revenue impact).
Informed: Affected customers (after the decision), partner teams, and support.
Tip: Sunsetting decisions are emotionally charged. The Driver should separate the data presentation from the recommendation meeting — give Contributors time to digest the numbers before debating the path forward.
Decision: How should we distribute engineering and design capacity across the portfolio for the next quarter?
Driver: VP of Product or a portfolio operations lead.
Approver: CPO or the executive leadership team (though even here, one person should hold final authority).
Contributors: Product managers for each product line, engineering managers, and finance.
Informed: Team leads and individual contributors who will be affected by staffing changes.
Tip: Use a scoring model or prioritization matrix alongside DACI. The framework clarifies who decides, but you still need a transparent method for how the decision gets made. Tools like weighted scoring or the RICE framework can provide the analytical backbone.
Decision: Which initiatives get funded and in what order?
Driver: Head of Product or portfolio lead responsible for the consolidated roadmap.
Approver: CPO, with input from the executive team.
Contributors: Product managers, business unit leaders, and key technical architects.
Informed: Engineering teams, design, marketing, and go-to-market teams.
Tip: Run a quarterly portfolio review where the Driver presents a prioritized backlog with clear criteria. The Approver ratifies or adjusts the sequence, and Contributors challenge assumptions in a structured format — not in ad-hoc Slack threads.
Decision: Should we build a capability in-house, acquire it, or partner with a third party?
Driver: The product manager or business development lead exploring the opportunity.
Approver: CEO or CPO, depending on the financial commitment.
Contributors: Engineering (for build feasibility), finance (for cost modeling), legal (for partnership terms), and corporate development (for acquisition targets).
Informed: Board members (if the decision involves significant capital), product teams affected by the integration.
Tip: The Driver should create a decision brief with a comparison matrix covering cost, time-to-market, strategic control, and risk for each option. A well-structured brief makes the Approver's job faster and more transparent.
Knowing the theory is one thing. Making DACI work in a real organization — where politics, legacy processes, and unclear reporting lines exist — requires a deliberate implementation approach.
Start by listing the decisions your portfolio team makes on a regular basis: investment reviews, quarterly re-prioritization, sunset evaluations, resource allocation, pricing changes, and market entry decisions. For each one, note who currently participates and who has the final say (or if that is unclear, note that too).
For every decision on your list, explicitly assign the Driver, Approver, Contributors, and Informed. Write it down in a shared document or decision log. Two rules to follow:
One Approver per decision. If you cannot pick one, the decision scope is too broad — break it into smaller decisions.
Keep the Contributor list tight. More than five Contributors slows the process. Choose the people whose input is essential, not everyone who might have an opinion.
Standardize how decisions get presented. A good DACI decision brief includes:
Decision statement — a single sentence describing what needs to be decided.
Context and background — data, market signals, and customer insights that frame the decision.
Options — at least two, ideally three, with pros, cons, and estimated impact.
Recommendation — the Driver's recommended path and rationale.
DACI roles — who is assigned to each role for this specific decision.
Timeline — when the decision needs to be made and when it takes effect.
Do not try to roll DACI out across every decision simultaneously. Pick one important upcoming decision — a quarterly portfolio review or an investment proposal — and run it through the full DACI process. Debrief afterward: Did the roles feel clear? Did the Approver have enough information? Did Contributors feel heard?
Once the pilot succeeds, embed DACI into your regular processes. Assign DACI roles at the start of every portfolio review cycle. Include the DACI matrix in your decision documentation. Over time, it becomes second nature — and decisions start moving faster.
Even teams that adopt DACI with the best intentions can fall into traps that undermine the framework's effectiveness.
The most common mistake. When two VPs share Approver status, neither feels empowered to make the final call. If the decision truly requires multiple executive sign-offs, designate one as the Approver and the other as a Contributor whose input carries significant weight.
The Driver facilitates the decision process — gathering data, coordinating Contributors, and presenting options. The Driver does not make the decision. When the Driver and Approver are the same person, the process loses its checks and balances.
Keeping people informed is important, but an Informed list of 30 people signals poor scoping. If that many people need to know, break the communication into tiers: immediate stakeholders get a detailed briefing, and the broader organization gets a summary.
When teams treat DACI as a role-assignment exercise without a structured brief, the framework loses most of its value. The brief is where the real work happens — it forces the Driver to think clearly and gives the Approver a basis for judgment.
DACI adds structure and overhead. It is worth it for strategic portfolio decisions with significant impact. For routine operational calls, a simple conversation or a quick Slack poll is more appropriate. Reserve DACI for decisions where the cost of getting it wrong is high.
Applying DACI effectively requires visibility into your entire product portfolio — the kind of cross-product, real-time visibility that spreadsheets and slide decks cannot provide. This is exactly where ProductZip, a product portfolio management platform, makes a difference.
Centralized portfolio view for Drivers. When a Driver is building a decision brief, they need data from across the portfolio: product performance metrics, roadmap status, customer feedback trends, and resource allocation. ProductZip consolidates all of this into a single dashboard, so Drivers spend time analyzing data instead of hunting for it.
Stakeholder alignment for Contributors. ProductZip's team collaboration features — including automated updates, team canvas, and cross-product visibility — make it easy for Contributors to stay informed about context without attending extra meetings. Contributors can review the relevant data in ProductZip before the decision meeting, so the conversation starts at a higher level.
Decision tracking for Approvers. Every portfolio decision has downstream effects on roadmaps, budgets, and team allocations. ProductZip lets Approvers see how a decision ripples across the portfolio in real time — tracking feature progress, monitoring KPIs, and connecting strategy to execution across every product line.
Transparent communication for Informed parties. With ProductZip's changelog and product updates, Informed stakeholders get clear, timely communication about what was decided and what it means for their teams — without the Driver having to send dozens of individual messages.
If your portfolio team is adopting DACI and you need a single place to track products, roadmaps, goals, and decisions across multiple product lines, ProductZip gives you the visibility to make every DACI decision faster and more confident.
The DACI framework is not complicated — and that is its strength. Four roles, clearly assigned, with a structured brief and a single Approver. It works because it addresses the root cause of most portfolio decision failures: ambiguity about who decides.
Start small. Pick your next portfolio investment review or resource allocation discussion, assign DACI roles, and run the process with a written brief. You will notice the difference in the first meeting — less circling, less politics, and a clear outcome with documented accountability.
For teams managing multiple products, the combination of a proven decision-making framework like DACI and a purpose-built portfolio management platform like ProductZip is a powerful foundation for faster, smarter, and more transparent decisions across your entire product portfolio.