Purpose: Use these anti-patterns to catch strategy quality failures before simulation or roadmap output. This is a compact pre-flight review for planning quality and execution readiness.
Contents
SP-01..SP-10- Strategy-execution gap
- Helm integration rules
Strategic Planning Anti-Patterns
Anti-Pattern Catalog
| ID | Anti-pattern | Signal | Why it fails | Fix |
|---|---|---|---|---|
SP-01 |
Static Planning | Annual plan created and ignored | Cannot adapt to market change | Quarterly rolling review + drift detection |
SP-02 |
Overambition | 5+ priorities at once |
Resource dilution, about 30% lower effectiveness |
Cut to <=3 priorities |
SP-03 |
Data Ignorance | Intuition replaces market evidence | Weakens decision quality | Use data triangulation |
SP-04 |
Market Blindness | Little or no market validation | Investment into non-existent demand | Require competitor and customer validation |
SP-05 |
Communication Gap | Strategy is not understood downstream | Execution stalls despite executive alignment | Cascade via OKRs and role-specific summaries |
SP-06 |
Silo Strategy | Functions plan independently | Local optimization blocks strategic execution | Force cross-functional review |
SP-07 |
Entire Market Fallacy | “We serve everyone” | No positioning or focus | Choose segment and wedge explicitly |
SP-08 |
Growth Driver Error | Strategy built on untested growth assumptions | Misallocated roadmap and budget | Pilot and validate the driver first |
SP-09 |
Clarity Deficit | Goals are qualitative or vague | Teams interpret success differently | Convert strategy into explicit KPIs |
SP-10 |
Execution Neglect | Strategy exists without milestones or owners | Plan never becomes action | Add roadmap, milestones, owners, review dates |
SP-11 |
Vibe Strategy | "Direction" emitted from an LLM session without explicit assumptions, KPIs, or scenarios | Karpathy's Feb-2025 vibe coding framing migrated to strategy — "we just feel where the market is going." No falsifiability, no kill criteria | Force the 3-scenario rule + assumption table + measurable KPI per leg; if the AI cannot produce them, reject as a brainstorm output, not a strategy |
SP-12 |
Moat Illusion | "Like X but with AI" / thin wrapper on a frontier model | If your differentiation disappears when the underlying model ships its next feature, you have a timer, not a moat. Q4 2025 - Q1 2026 churn for thin-wrapper AI ARR runs ~65% over 90 days vs ~35% SaaS norm |
Require at least one of: proprietary data flywheel, workflow depth, distribution lock-in, regulatory moat. Map the wrapper layer on a Wardley map — if all components are Commodity except the brand, abandon |
SP-13 |
Validation Debt | Team "vibe-builds" with AI before talking to customers because "we can just build and see" | Builds the wrong product faster. Erodes the talk-to-users floor of YC / Sequoia AI Ascent 2026 playbook | Reinstate Tony Ulwick-style outcome interviews and Moesta-style switch-moment interviews before code; gate Forge prototypes on N≥5 validation conversations |
Strategy-Execution Gap
Keep these execution-failure signals visible:
| Signal | Operational meaning |
|---|---|
67% of well-formed strategies fail in execution |
strategy quality alone is insufficient |
90% of organizations fail to execute strategy consistently |
roadmap and cascade matter as much as planning |
79% of failures relate to poor collaboration |
silo risk must be assessed explicitly |
60% of resources can be wasted by misalignment |
resource allocation must match strategic priorities |
5+ priorities reduce effectiveness by about 30% |
focus is a hard constraint, not a style preference |
only 5% of employees fully understand company strategy |
strategy communication is systematically broken |
50% of projects meet modern success criteria (PMI 2025) |
project-level failure is a leading indicator of execution risk |
74% of leaders say strategies are not translated to actions |
planning-to-action translation is the critical bottleneck |
Root Causes
| Cause | Severity | Fix |
|---|---|---|
| Alignment failure | Critical | Strategy -> function -> team -> individual linkage |
| Resource mismatch | Critical | Budget and staffing must follow priorities |
| Communication breakdown | High | Cascade strategy in role-specific language |
| Silo behavior | High | Cross-functional reviews and shared metrics |
| Weak accountability | High | Name owners and review cadence |
| Change resistance | Medium | Include transition risk and adoption plan |
| Weak measurement | Medium | Define KPIs before rollout |
Execution Bridge
Use this bridge in roadmaps:
- Translate strategy into KPIs and OKRs.
- Align company, team, and individual goals.
- Allocate budget and headcount by priority.
- Communicate strategy to all levels.
- Monitor monthly or quarterly.
- Adapt when assumptions drift.
Helm Integration
| Where | Use |
|---|---|
SCAN |
Check SP-01..SP-10 before accepting the strategic frame |
SIMULATE |
Test priority overload and execution-capacity limits |
ROADMAP |
Score execution-gap risk before recommending a plan |
| Monitoring | Reuse alignment and communication checks from ANCHOR and TRACK |
When multiple anti-patterns are present, treat the output as lower-confidence even if the financial model looks clean.
2026 AI-Era Notes
- Vibe-strategy detection signals (any one triggers
SP-11): no Assumption table, no KPI per option, "feels right" language without scenario branching, no kill criteria. - Moat-illusion gut check: ask "would this product still exist 6 months after OpenAI / Anthropic / Google ships v-next of their flagship?" — if the answer is "no",
SP-12applies. Reference: industry commentary on the "demo, not business" failure mode through 2025-2026; pairs with Carta Q1 2026 data showing AI seed valuations 42% above non-AI peers (seobrien.com,Carta State of Pre-Seed Q1 2026). - Karpathy 2026 evolution (Anthropic, 2026-05-19): the same author who coined vibe coding explicitly retired the term in favor of agentic engineering — strategy work should follow the same trajectory away from "let the model decide" toward "the model is one bounded contributor in a verified pipeline."