Eliminate the optimism premium
in your strategic plans.
Behavioral research has documented the cost for two decades: planning fallacy, accountability sink, off-constraint investment — the same three failure modes show up in megaproject overruns (cost +44.7% on rail, +20.4% on roads) and in everyday corporate plans. Strategic Advisory operationalizes the only known counter — Kahneman and Lovallo's Outside View — as a machine check before tasks unlock on the OS. ¹⁻²
PLAN VALIDATION
Ship new pricing model in 30 days · risk owner: me · failure metric: missed Q3 launch · 80% success
PV-0142
VETO #1
Base Rate Analysis
Thinking, Fast and Slow — Kahneman
User estimate: 30 days. Historical median for comparable pricing launches in your org: 52 days. Failure rate vs original deadline: 38%. Justify the 30-day estimate mathematically — or revise the plan.
Recapture the 58% of decision-time currently wasted.
McKinsey's global survey of 1,259 executives found managers spend 37% of their working time on decisions, and 58% of that time is used ineffectively — for a typical Fortune 500 firm, an estimated 530,000 days and $250M in labor cost per year. ³ Strategic Advisory replaces the ad-hoc decision flow with a single workflow primitive: a structured diagnostic when you have a problem, a structured validation when you have a plan.
- Diagnostic mode — adaptive interview chain over the named stakeholders, with RAG retrieval over your decisional history. Surfaces the constraint, not the loudest symptom.
- Validation mode — structured submission (success probability, risk owner, failure metric, deadline) routed through the principle stack before tasks unlock on the OS.
- Shared corpus — every closed session augments the evidence graph used by the next. The institution learns at the level of decisions, not individuals.
- Single workflow primitive — same step tracker, same console, same STEER intervention mechanic — regardless of mode.
Analyst · Active Sessions
PV-0142
waiting_hitl
Q3 pricing-model launch · GTM
BD-0083
running
Delivery slippage · APAC region
PV-0139
committed
EU expansion · headcount plan
BD-0081
completed
Revenue-recognition gap · Q2 close
PV-0138
waiting_pings
ML platform migration · Eng
Catch the three failure modes that swallow strategic plans.
Three decades of behavioral and operations research converge on the same diagnostic short-list: planning fallacy (Kahneman, Outside View), accountability sink (decision rights and ownership), and off-constraint investment (Goldratt's Theory of Constraints). Each operationalized as a single answerable veto — pass, or justify. ¹⋅⁴⋅⁵
- Base Rate — Kahneman, Outside View: reference-class forecasting against your own historical median. Vetoes unjustified divergence from comparable past plans.
- Accountability Mapping — Davies: verifies a Risk Owner holding both budget authority and signing authority over the plan's critical nodes. Diluted ownership is treated as no ownership.
- Theory of Constraints — Goldratt: tests whether the investment hits the system constraint or a high-visibility local node. Off-constraint capex accumulates WIP without moving throughput.
- Extensible by industry: additional principles installable for FDA submissions, M&A diligence, capex committees — without touching the workflow core.
Principle Validation · PV-0142
1
Base Rate Analysis
VETO
Thinking, Fast and Slow · Kahneman · Outside View
User estimate 30d vs historical median 52d · σ = 14d · n = 3.
2
Accountability Mapper
VETO
The Unaccountability Machine · Davies · Decision rights
Risk Owner lacks signing authority on GC node; no budget delegation found.
3
Constraint Analysis
PASS
The Goal · Goldratt · Theory of Constraints
Investment routed onto identified bottleneck (pricing-ops integration). No local-node misallocation detected.
2 vetoes · 1 pass
awaiting Risk-Owner response
Turn “I told you so” into a record you can replay.
72% of senior executives in McKinsey's decision-making survey said bad strategic decisions were at least as common as good ones — or the prevailing norm. ⁶ Most cannot reconstruct how those bad decisions were authorized. The Decision Ledger captures the original estimate, the principles that fired, the vetoes raised, the resolution path — every record is the canonical history of how the decision was authorized.
- Append-only after commit — the model layer rejects any attempt to mutate a committed entry; outcome closure runs through a dedicated audit path.
- Bypass made visible — when a Risk Owner overrides a veto, the principle source, the blocking question and the bypass payload are written into the entry on commit.
- Outcome closure — the Risk Owner declares success / failure / partial; Brier Score⁷ and outcome-anomaly flag are computed automatically against the original probability and deadline.
- Linked evidence trail — vetoes raised, dependency pings, counter-estimates and refusals stay anchored to the entry and are surfaced in the detail view.
Decision Ledger · append-only
| # | Plan | Owner | Pred | Vetoes | Status |
|---|---|---|---|---|---|
| #102 | Q3 pricing-model launch | L. Ricci | 80% | ⚡ 2 bypassed | in flight |
| #98 | EU expansion · headcount | M. Bianchi | 75% | 0 / 3 | delivered |
| #97 | ML platform migration | A. Conti | 60% | ⚡ 1 bypassed | delivered · late |
| #96 | Channel-partner reorg | E. Greco | 70% | 1 / 3 | delivered |
| #94 | Compliance hardening push | F. Romano | 85% | 0 / 3 | delivered |
End the accountability sink in cross-team commitments.
McKinsey's research finds companies where decisions are made at the right level are 6.8× more likely to be high performers; 70% of organizations with 1–3 reporting layers report high decision quality, versus 45% at organizations with seven or more layers. ⁶ Dependency Ping issues a binary accept-or-refuse to the named stakeholder — and writes the refusal into the Ledger if the proposer overrides it.
- Targeted by definition — pings issued to users named as dependencies in the plan. No broadcast surveys, no consensus dilution, no accountability sink.
- Asynchronous and bounded — stakeholders respond on their own time; time-outs escalate to a Risk-Owner decision rather than blocking indefinitely.
- Disagreement codified — when a stakeholder counter-estimates, the proposer sees both options explicitly and chooses on record.
- Future attribution closed — a refused dependency is written into the Ledger. The proposer cannot subsequently relocate the cause downstream.
Dependency Pings · PV-0142
M. Bianchi · CTO · Engineering deliverables
CONFIRMED
“Manager L. Ricci estimates 30 days for engineering deliverables. Historical median in your team: 28d. Confirm?”
Accepts 30d · 2025-09-04 09:14 · responsibility assumed
G. Esposito · General Counsel · Parallel legal review
REFUSED
“Plan assumes parallel legal review at 30-day SLA. Confirm a 30-day GC sign-off?”
Counter-estimate: 21 working days minimum · 2025-09-04 11:32 · refusal logged
→ Proposer chose to proceed with 30d. GC refusal written into Ledger #102.
Beyond single plans: the systemic state every plan launches into.
The firewall validates one decision at a time. The companion module — Strategic Alignment — answers a different question: what's the organizational state underneath every plan you're authorizing? Four orthogonal signals, one console, prioritized recommendations.
- Organizational Health Index (OHI) — composite 0–100 from the Organizational Health Screener, with sectional breakdown and automatic deep-dive triggers (OLBI, UWES, Psychological Safety) for at-risk respondents.
- System Flow + Agility (SFI / AFS) — perception of operational fluidity vs. measured agility, with Flow Gap, Systemic Risk %, and a perception-vs-reality radar.
- Trust Network — Trust Index, Network Density, and Psychological Safety aggregated across survey cycles; most-trusted and top-influencer lists from the Trust Network module.
- Execution Overview — OKR completion, hierarchical progress, Alignment Score across the Company → Unit → Project → Individual cascade, Wellness Impact, and 360° coverage.
- Strategic Initiatives — High/Medium/Low priority recommendations on Flow, Trust and Performance — computed live from the data above, each with the CTA that launches the right survey or cycle.
Strategic Alignment · Q3 2025
OHI
74
stable
SFI / AFS
62
watch
Trust
78
healthy
Goal compl.
68%
watch
Strategic Initiatives · priority
HIGH
System Flow Enhancement
HIGH
Execution at risk
MED
Trust strengthening
Where Strategic Alignment lights up
Pre-quarter readiness
OHI + SFI before authorizing Q+1 OKRs
Post-reorg health audit
OHI sectional + Trust per unit, 4-8 weeks after
Burnout early-warning
Wellness Impact + auto-triggered OLBI / UWES
Mid-cycle OKR diagnosis
Completion × Alignment × SFI to separate execution vs flow
Board pre-read
4 KPIs + 3 Initiatives, one slide per quarter
Bridge with the firewall
Before authorizing a plan in the Decision Ledger, Strategic Alignment tells you the terrain it lands on: SFI 50 + Trust 55 means the Base Rate veto needs to fire harder. On post-mortem of a failed plan, outcome anomaly cross-referenced with the concurrent SFI dip separates plan-quality from system-quality — was the plan wrong, or was the ground?
Where the firewall pays for itself.
Decisions where the cost of a missed Base Rate or a vague Risk Owner shows up as a quarter of slipped delivery.
- Product Launch Validation
- GTM Plan Pre-Commit
- Reorg Plan Validation
- Budget Reallocation Sign-Off
- Vendor / Build-vs-Buy
- Delivery Bottleneck Diagnosis
- Cycle-Time Investigation
- Quality Slippage Root Cause
- Inter-Team Handoff Audit
- Post-Reorg Friction Map
- Quarterly OKR Pre-Commit
- Board-Level Strategic Bet
- Manager Calibration Trend
- Hiring-Plan Capacity Check
- Cross-Org Initiative Audit
Talk to Strategic Advisory
Currently available in early access — by request.
Sources & methodology
- Flyvbjerg, B. — research on planning fallacy and reference-class forecasting in megaprojects. Average cost overruns of 44.7% on rail and 20.4% on roads; 1 in 6 large-scale ICT projects becomes a statistical outlier with cost overruns above 200%. Daniel Kahneman has called this work “the single most important piece of advice regarding how to increase accuracy in forecasting.” What You Should Know About Megaprojects, and Why.
- Lovallo, D. & Kahneman, D. (2003). “Delusions of Success: How Optimism Undermines Executives' Decisions.” Harvard Business Review, July 2003. Introduces reference-class forecasting (the Outside View) as the counter to the planning fallacy. hbr.org.
- De Smet, A., Lackey, G., & Weiss, L. M. — McKinsey Global Survey of 1,259 managers and executives (Feb 2018). Managers spend 37% of their working time on decisions, and 58% of that time is used ineffectively; for a Fortune 500 company, an estimated 530,000 days and ~$250M in labor cost per year. Decision making in the age of urgency.
- Davies, D. (2024). The Unaccountability Machine: Why Big Systems Make Terrible Decisions — and How the World Lost Its Mind. Frames the 'accountability sink' problem in modern organizations.
- Goldratt, E. M. (1984). The Goal: A Process of Ongoing Improvement. Original formulation of the Theory of Constraints — optimization of system throughput requires identifying and elevating the binding constraint, not local nodes.
- Aghina, W., De Smet, A., & Weerda, K. — McKinsey Quarterly survey. 72% of senior executives said bad strategic decisions were at least as common as good ones, or the prevailing norm. Companies that make decisions at the right level are 6.8× more likely to be high performers; high decision-quality reported by 70% at flat-org (1–3 layers) vs 45% at deep-org (7+ layers). Untangling your organization's decision making.
- Tetlock, P. & Gardner, D. (2015). Superforecasting: The Art and Science of Prediction. Four-year IARPA Good Judgment Project, 5,000+ forecasters; trained forecasters outperformed intelligence analysts with classified data by ~30%, beat domain experts by ~20%. Year-on-year correlation of forecasting performance: 0.65. Brier Score: squared distance between forecast probability and outcome (0 = perfect, 1 = worst-possible).
Strategic Advisory FAQ
What CEOs, CFOs, COOs, and chief-of-staff teams ask first.
Isn't this just a critique generator?
No — the firewall doesn't replace the plan or offer alternatives. It poses single, answerable questions tied to the three principles. The proposer answers, or chooses to bypass with the bypass logged in the Ledger. The system is a discipline layer, not an advisor that overrides judgment.
What if my plan is genuinely novel — no base rate exists?
The Base Rate agent uses the closest analogous projects from your RAG (similar scope, similar team, similar dependencies). When the historical signal is weak, the veto threshold loosens — the question shifts from “justify the gap” to “identify the riskiest unknown and the metric you'll watch for it.” Brier Score on those bets is how the calibration gets built.
Can managers bypass every veto?
Yes — and the system is designed to allow it. A firewall that blocks without exit becomes the org's bottleneck. The value isn't preventing decisions, it's making them traceable. A manager who answers vetoes substantively, and one who bypasses systematically, are distinguishable in the Ledger and in their Brier Score over time.
How does the immutable Ledger handle GDPR right-to-delete?
User-PII fields (Risk Owner, Dependency Ping recipients) are pseudonymized via reference, with the resolvable identity stored separately under standard right-to-delete rules. The plan content, estimates, vetoes, and outcomes — the decision record itself — stays append-only. Erasure removes the personal name from the audit view without deleting the decision history.
How is the Brier Score calculated?
Standard Brier — squared error between the manager's predicted probability of success and the observed outcome (1 success, 0 failure). The score is calculated against the Risk Owner's declared outcome at deadline, with anomaly-flag protection against incongruent declarations. Cumulative per manager, visible in the Trends dashboard.
Who can access this today?
Early access — by request. The framework is sensitive in nature (it makes manager calibration legible) and the rollout is staged with the executive team and the works council before workforce-wide enablement. We work with each customer on the access scope before turning the firewall on.
Want to scope a pilot on a real plan?
Contact Advisory