Numbers that Move Decisions: The LPS‑DASH™ Decision & KPI System

A Dawgen RESURGE™ method to build the one dashboard leaders actually use—linking KPIs to cash, gross‑margin dollars, and strategy bets

Executive Board Brief

Most dashboards are pretty and pointless. Lighter reds and deeper greens don’t change a single decision. The LPS‑DASH™ system fixes that by wiring measurement directly to L‑P‑S outcomes—Liquidity, Profitability, and Strategy—with thresholds, owners, and next actions.

In practice, that means one screen per audience; three layers of drill‑through from board → exec → operator; and a weekly cadence where every red or amber has a
who/what/when attached. LPS‑DASH™ integrates with CASH‑SPINE™ (cash engine), COMMERCIAL‑SHIELD™ (revenue defense), FIT‑CHAIN™ (throughput & resilience), STRAT‑SIGNALS™ (thresholds & options), RISK‑RADAR™ (continuity & controls), FUTURE‑FOCUS™ (portfolio & M&A), and TALENT‑ENGINE™ (incentives & routines).

What to expect in 90–120 days: a working KPI tree tied to L‑P‑S, a production‑grade data pipeline for the top 25 metrics, single‑pane dashboards by audience, and a decision drumbeat that converts numbers into action. Caribbean realities—FX bands, port windows, seasonal demand, and capital access—are built into the metrics design.

The LPS‑DASH™ Philosophy

• Outcomes, not vanity. If a metric doesn’t move cash, margin, or strategy, it’s a report, not a KPI.
• Few, vital measures. 25 enterprise metrics, tops. The rest are diagnostic drill‑downs.
• Thresholds beat averages. Every KPI has a green band, amber band, red line—and pre‑approved actions per band.
• Roles drive views. Board, exec, manager, and operator each get tailored panes built from one data truth.
• Caribbean‑aware. FX, energy, shipping, weather, and credit windows are first‑class inputs.

The Five LPS‑DASH™ Workstreams

1. KPI Tree & Definitions
2. Data Plumbing & Controls
3. Dashboards & Role‑Based Views
4. Decision Drumbeat & Playcards
5. Ownership, Incentives & Governance

Each workstream has named owners, a weekly cadence, and KPIs feeding the L‑P‑S master view.

1) KPI Tree & Definitions

Objective: define a minimal, causal chain from activities to L‑P‑S outcomes.

Liquidity (examples):

• Cash forecast accuracy (13‑week) — MAPE ≤ 7%
• DSO / % over‑90 — by segment and collector
• Dispute SLA — median days to resolution
• DPO & early‑pay mix — protects supply continuity without cash leakage

Profitability (examples):

• GMD (gross‑margin dollars) trend — price/mix/volume decomposition
• FPY (first‑pass yield) / rework rate — by constraint
• Changeover time / OEE proxy — throughput proxy for mix
• Price exception rate — with corridor adherence

Strategy (examples):

• % revenue from future portfolio — FUTURE‑FOCUS™
• Time‑to‑option — from STRAT‑SIGNALS™ option backlog
• Supplier fitness coverage — FIT‑CHAIN™ dual‑source and QBR status
• Continuity readiness — RISK‑RADAR™ drill pass rate and time‑to‑stand‑up ICS

Artifacts: KPI Dictionary (definition, source, owner, frequency, thresholds, action links).One definition per KPI—no duplicates.

2) Data Plumbing & Controls

Objective: build a reliable, low‑maintenance data spine in weeks, not months.

Principles:

• Few sources, single truth. Finance (GL/AR/AP), operations (WMS/MES), commercial (CRM/CPQ), risk (alerts), external (FX, energy, freight, weather).
• Pipelines, not manual decks. ETL/ELT with validation checks; CDC if available.
• Data quality controls: reconciliations to GL, outlier rules, missingness alerts.
• Security & continuity: least‑privilege, audit trails, backup/restore tests (RTO/RPO from RISK‑RADAR™).

Artifacts: Data Lineage Map; Check Catalog; Access Policy; Refresh Schedule.

3) Dashboards & Role‑Based Views

Objective: one page per audience that fits above the fold on common devices.

Board Pane: 9 tiles — L, P, S headline metrics with trend vs threshold; risks breached; capital allocation bridge.

Executive Pane: drillable tiles — DSO ladder, contribution by product/region, FPY by line, price exceptions, ICS readiness, option backlog.

Operator Pane: action lists — today’s disputes, price exceptions to review, setup SMED checklist, supplier COA/FPY alerts, H‑window reroute prompts.

Design Rules:

• No pie charts; minimal colors. Use trend lines, bar charts with thresholds.
• Every tile has an owner and next action link.
• All labels use KPI Dictionary verbatim.

4) Decision Drumbeat & Playcards

Objective: convert red/amber flags into decisions and cash.

Cadence:

• Mon (Liquidity): collections escalations, dispute backlog, forecast variances.
• Wed (Profitability): FPY/throughput hotspots, price exceptions, mix shifts.
• Fri (Strategy): options pipeline, portfolio moves, ICS drills & learnings.

Playcards: When threshold X → action Y → owner Z with budget and success metric.

Artifacts: Meeting scripts, Decision Log, Playcard Library, Post‑mortem notes.

5) Ownership, Incentives & Governance

Objective: make the dashboard self‑enforcing.

• Owner per KPI with backup; escalation path in the Decision Log.
• TALENT‑ENGINE™ incentives: bounties and variable comp tied to KPI targets.
• Audit & learn: monthly KPI review for definition drift; retire metrics that don’t drive action.

KPIs: decision latency, % KPIs with thresholds & owners, playcard activation rate, cash/gross‑margin dollar lift attributable to actions.

Caribbean‑Aware Execution

• FX & Energy: external feeds; pass‑through triggers linked to COMMERCIAL‑SHIELD™.
• Ports & Weather: storm H‑windows; reroute/readiness on the Operator Pane.
• Capital Access: lender windows and covenants on the Board Pane.
• Small‑team reality: low‑maintenance pipelines, self‑serve views, mobile‑first operator panes.

Case Vignette (Anonymized)

Context: A Jamaican distributor struggled with spreadsheet metrics, missed collections targets, and price leakage. Leadership meetings debated anecdotes.

LPS‑DASH™ Actions: built KPI tree with 23 metrics; implemented ELT from ERP/CRM; launched role‑based panes; wired thresholds to playcards and incentives.

Results (120 days): forecast accuracy MAPE 6.5%; DSO −8 days; price exception rate −34%; FPY +4.5 pts; two STRAT‑SIGNALS™ options validated and funded.

30/60/90/120‑Day Roadmap

Days 0–30 — draft KPI tree and dictionary; select top 25; mock dashboards; confirm thresholds.

Days 31–60 — build pipelines; validate to GL; ship v1 board/executive panes; pilot operator lists.

Days 61–90 — add external feeds; finalize playcards; integrate with incentives; train owners.

Days 91–120 — retire vanity metrics; automate refresh; quarterly learning loop.

Toolkits & Templates (Client‑Ready)

1. KPI Dictionary & Tree
2. Data Lineage & Check Catalog
3. Role‑Based Dashboard Wireframes
4. Decision Drumbeat Scripts & Logs
5. Playcard Library (threshold → action → owner)
6. Incentive Mapping (KPI → contract → bounty)

FAQs

Q: We already have dashboards—why another?
A: LPS‑DASH™ removes 80% of noise and ties every metric to thresholds, owners, and actions that change cash or gross‑margin dollars.

Q: What tools do you use?
A: Whatever you have (BI suites, Sheets)—the system is tool‑agnostic. The spine is definitions, thresholds, and cadence.

Q: How do we keep it current?
A: Monthly KPI dictionary review, automated data checks, and retiring any metric that hasn’t triggered an action in 60 days.

Next Step!!

Ready to make numbers drive decisions?

• Request an LPS‑DASH™ Proposal (includes a complimentary KPI tree draft and dashboard wireframes)
• Book a Dawgen RESURGE™ Executive Session

Contact: [email protected] | WhatsApp: +1 555 795 9071 | USA: 855‑354‑2447

© Dawgen Global — RESURGE™, LPS‑DASH™, and related marks are proprietary to Dawgen Global.

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