This framework provides structured criteria for deciding whether to shut down (sunset) a product, feature, or business unit versus attempting a turnaround, using a multi-dimensional scorecard that guards against sunk cost fallacy. The default bias should be toward shutting down earlier rather than later: most organizations delay shutdown by 6-18 months past the optimal point, consuming resources that could fund growth elsewhere. [src1] A structured scorecard evaluating financial performance, strategic alignment, user engagement, maintenance burden, and opportunity cost produces a kill/turnaround/pivot recommendation with stakeholder communication sequencing. [src3]
| Input | Why It Matters | How to Assess |
|---|---|---|
| Revenue trend (12-month) | Declining >30% YoY with no inflection signals terminal trajectory | Compare trailing 12-month revenue to prior period; check cohort retention |
| Strategic alignment | Non-core products drain leadership attention disproportionately | Ask: "If we were starting fresh today, would we fund this product?" |
| User engagement (DAU/MAU, retention) | Low engagement signals loss of product-market fit | Track DAU/MAU ratio, 30/60/90-day retention, feature adoption rates |
| Maintenance cost (% of engineering) | Products consuming >15% of engineering with <5% of revenue are resource traps | Calculate fully-loaded engineering cost including on-call, infra, support |
| Opportunity cost | Resources locked in declining products cannot fund growth | Estimate what the same team could deliver if reassigned to top-priority initiatives |
| Competitive position | Products with no defensible moat in a commoditizing market rarely recover | Assess differentiation, switching costs, and competitor trajectory |
| Contractual obligations | Existing contracts, SLAs, and regulatory commitments constrain shutdown timeline | Review all customer contracts for termination clauses, notice periods, and penalties |
START — Should we shut down this product/business unit?
├── Is revenue declining >30% YoY with no recovery plan credible?
│ ├── YES
│ │ ├── Does it consume >15% of engineering capacity?
│ │ │ ├── YES → RECOMMEND: Shut down (6-month sunset)
│ │ │ │ Reason: Accelerating decline + high resource drag
│ │ │ │ Constraint: Review contracts for minimum notice periods
│ │ │ └── NO → RECOMMEND: Shut down (9-12 month sunset)
│ │ │ Reason: Terminal decline but low cost buys time for orderly exit
│ │ └── Are there contractual lock-ins >12 months?
│ │ ├── YES → Maintenance mode → sunset at contract end
│ │ └── NO → Proceed with standard shutdown timeline
│ └── NO — revenue is flat or declining <30%
│ ├── Does the product align with current strategy?
│ │ ├── YES (core or adjacent)
│ │ │ ├── Credible turnaround plan with <6 month payoff?
│ │ │ │ ├── YES → RECOMMEND: Turnaround (time-boxed 6 months)
│ │ │ │ │ Constraint: Set kill criteria upfront
│ │ │ │ └── NO → RECOMMEND: Pivot or divest
│ │ │ └── User engagement stable or growing?
│ │ │ ├── YES → Hold and optimize (reduce costs)
│ │ │ └── NO → Set 6-month kill criteria, decide then
│ │ └── NO (non-core or conflicts with strategy)
│ │ └── RECOMMEND: Divest or shut down within 12 months
│ └── Can the product be sold or divested?
│ ├── YES → Explore divestiture before shutdown
│ └── NO → Proceed with shutdown decision
├── OVERRIDE CONDITIONS:
│ ├── Legal/compliance risk → Accelerate shutdown regardless of financials
│ ├── Key talent leaving because of this product → Factor attrition cost
│ └── Customer concentration >50% in one account → Negotiate transition first
└── DEFAULT (if inputs are ambiguous):
└── RECOMMEND: Maintenance mode + 6-month review with explicit kill criteria
Reason: Reduces spend while gathering data for a definitive decision
| Factor | Shut Down | Turnaround | Maintenance Mode | Divest |
|---|---|---|---|---|
| Typical timeline | 6-12 months sunset | 6-12 month sprint | Indefinite (review quarterly) | 3-9 months deal process |
| Cost during transition | $50K-$500K | 50-100% of current burn | 20-40% of current burn | $100K-$1M+ (legal, DD) |
| Risk level | Medium | High (60-70% fail rate) | Low short-term, high long-term | Medium |
| Reversibility | Irreversible once announced | Reversible | Fully reversible | Irreversible post-close |
| Resource freed | 100% | 0% (often requires more) | 60-80% | 100% |
| Best when | Terminal decline, no strategic fit | Strategic fit + credible plan | Uncertain data, low burn | Valuable to another owner |
| Worst when | Contractual obligations are expensive | No credible plan exists | Product drags on for years | No buyers or bad deal terms |
| Hidden costs | Migration support, reputation | Opportunity cost of growth | Tech debt, team morale | Management distraction |
→ Shut down with 6-month sunset. The combination of accelerating revenue decline and high resource consumption makes the case clear: every month of delay costs the organization twice — in direct spend on a dying product and in opportunity cost of resources not deployed to growth. [src1]
→ Shut down or divest within 12 months. Non-core products in decline will never receive the leadership attention needed for a turnaround. Divestiture is preferable if a buyer exists who values the product more. [src4]
→ Time-boxed turnaround: 6 months with explicit kill criteria. Set specific revenue, usage, and retention targets. If targets are not met at 6 months, shut down — do not extend. The most common failure mode is repeated extensions of failing turnaround attempts. [src7]
→ Maintenance mode with 6-month review. Reduce investment to minimum viable operation, set explicit metrics to evaluate at review point. This preserves optionality while stopping the resource bleed. [src6]
→ Maintenance mode until contract expiration, then shut down. Honor existing commitments but do not renew or extend. Communicate sunset timeline to customers aligned with contract end dates. [src2]
→ Maintenance mode + 6-month review with explicit kill criteria. When inputs are ambiguous, the lowest-risk path is to stop investing while gathering data for a definitive decision. Set quantitative kill criteria and commit to a decision at the review date. [src1]
Teams justify continued investment by citing what has already been spent. Past investment is irretrievable and irrelevant to the forward-looking decision. Organizations that let sunk costs drive shutdown timing delay by 6-18 months on average, consuming an additional 30-50% of total project spend with no return. [src5]
Frame the decision as: "If I had this team and budget available today with no history, would I invest in this product?" If the answer is no, shut down regardless of past spend. Use pre-commitment: set kill criteria at launch and honor them mechanically. [src5]
Telling customers the product is ending without providing alternatives, data export tools, or transition timelines destroys trust and damages the brand for future products. [src2]
Before any external communication: identify alternative solutions, build data export capabilities, create migration documentation, assign customer success managers to high-value accounts, and establish a timeline with reminders at 90, 60, 30, and 7 days. [src3]
Maintenance mode is a valid temporary state but becomes an anti-pattern when it persists for years. Products in permanent maintenance mode accumulate technical debt, demoralize the assigned team, and create security and compliance risk. [src6]
Enter maintenance mode with a specific review date (3-6 months) and quantitative criteria for the decision at review. If the product does not meet revival criteria at review, shut down. Never extend maintenance mode more than once. [src7]
| Scenario | Shut Down Cost | Turnaround Investment | Maintenance Mode (Annual) | Divestiture Cost |
|---|---|---|---|---|
| Small product/feature (<10 employees) | $50K-$150K | $500K-$2M | $200K-$500K/yr | $50K-$200K |
| Mid-size product (10-50 employees) | $150K-$500K | $2M-$10M | $500K-$3M/yr | $200K-$1M |
| Business unit (50+ employees) | $500K-$5M | $10M-$50M+ | $3M-$15M/yr | $500K-$5M+ |
| SaaS with enterprise contracts | Add $95K-$500K migration | N/A | N/A | Contract assignment varies |
Hidden cost multipliers: Add 15-25% for legal and compliance review, 10-20% for customer migration support, 5-15% for internal change management, and severance costs per local employment law. Companies that invest in dedicated migration support during sunset retain 85-94% of customers on other products vs 60-67% without. [src2, src4]
Fetch when a user asks whether to kill, sunset, or shut down a product, feature, or business unit. Also relevant when someone asks about product EOL decision criteria, how to communicate a product shutdown to stakeholders, shutdown vs turnaround decisions, or how to avoid sunk cost fallacy in product investment decisions.