Retail Sales Performance
Network-level monthly view — KPI rail with sparklines, category breakdown, and per-store benchmarking scatter.
Customer Profitability
CFO + CRO view — customer revenue Pareto, revenue × margin scatter, profitability by segment, top-customer table.
Airline Network & On-Time
COO + Network Planning view — global route map (Plotly geo), on-time trend, top routes, and delay-reason Pareto.
Sankey (Non-Linear Journey)
Flow with branching paths — for real customer journeys, plan migration, or attribution.
Funnel (Linear Journey)
Sequential single-path conversion — for hiring, sales pipeline, or signup flows.
Map (Geographic)
Plotly geo with bubble markers — bubble size = magnitude, color = secondary dimension.
Network Graph
Nodes (entities) + edges (relationships) — for showing connection structure and hubs.
Waterfall Chart
Bridge from opening to closing value with itemized increases (green) and decreases (red).
Donut Chart
Parts-of-a-whole with 4–6 segments and headline number in the center hole.
Heatmap
Two-dimensional categorical or temporal grid with color encoding magnitude.
Scatter 2×2 Quadrant
Strategic positioning matrix — Stars / Cash Cows / Question Marks / Dogs with bubble size = magnitude.
Scatter with Outliers
Two-variable scatter with regression line and red-highlighted outliers (>2σ residual).
Trend + Rolling Forecast
Time series with past actuals and forward forecast plus confidence band.
Vertical Bar (Distribution / Histogram)
Histogram of a continuous variable — for showing shape, skew, and outliers.
Horizontal Bar (Ranking)
Sorted descending horizontal bars — for showing ranking with named categories.
Three-Line Trend (Actual · Target · LY)
Three-series line chart with visual hierarchy — bold actual, dashed target, muted last year.
Bar + Target Line
Combo chart · actual (bar) vs target (line) — for monthly performance tracking against plan.
Strategy Map (BSC)
CEO + Strategy Office view — Kaplan & Norton strategy map with cause-effect arrows linking objectives across the four BSC perspectives.
Treasury & Liquidity
Treasurer view — debt maturity wall by year, FX exposure tornado, daily cash balance, and counterparty concentration.
Pharma R&D Pipeline
Chief Scientific Officer view — Discovery → Approval funnel, swim-lane timeline by molecule, therapeutic area mix, and phase-success benchmarks.
Energy Consumption
Energy Manager view — 24h × 30d consumption heatmap, demand forecast band, energy mix donut, and top-site consumption.
Balanced Scorecard / OKR
CEO + Strategy Office view — 4-perspective OKR scorecard (Financial / Customer / Internal / Learning) with progress bars and R-Y-G status.
Telco ARPU & Churn
CMO view — ARPU × Churn quadrant by plan, Q1→Q2 plan migration Sankey, churn by tenure, and churn-reason Pareto.
Project Portfolio (PMO)
PMO Director view — Gantt timeline of all projects, RAG status by phase, schedule variance, and top portfolio risks.
ESG & Sustainability
CSO view — Source → Scope → Activity Sankey, 5-year emissions trend vs net-zero pathway, renewable mix, and gender diversity.
DevOps Reliability (SRE)
SRE Lead view — error budget burn-down, deploy frequency calendar, MTTR scatter, and live service health table.
Customer Service Excellence
VP Customer Success view — NPS distribution, ticket volume by category, response-time histogram, and agent leaderboard.
Hotel RevPAR & Occupancy
GM + Revenue Manager view — daily occupancy calendar, booking source mix, ADR × Occupancy by room type, and RevPAR vs comp set.
Hospital Operations
COO + CMO view — ED wait time, bed occupancy, calendar heatmap of admissions, and admission-diagnosis Pareto.
PR & Social Network
Communications view — mention volume with sentiment, channel mix, share of voice vs competitors, and influencer table.
Product Profitability
Product VP view — BCG matrix (Stars / Cash Cows / Question Marks / Dogs) plus margin distribution and Pareto.
Cost Management
FP&A view — budget-to-actual variance waterfall, cost-category Pareto, monthly trend vs budget, top variance categories.
Fixed Asset Management
Asset manager view — gross-to-NBV waterfall, value by category, age distribution, and maintenance cost trend.
Risk & Fraud
CRO + Fraud Ops view — risk heatmap, fraud loss vs blocked trend, loss by type, and live alert queue.
Supplier Scorecard
Procurement view — spend Pareto, OTD × Quality scatter, risk heatmap, and top-supplier composite scoring.
Talent Matrix & L&D
9-cell Performance × Potential matrix, competency radar, training completion, and successor pipeline.
Hiring & Retention
CHRO view — hiring funnel, voluntary turnover trend, tenure-based attrition, and headcount by department.
EBITDA & Capital Cockpit
CFO + Treasurer view — EBITDA bridge, WACC, working capital, and Cash Conversion Cycle in one quarterly close.
Unit Cost Variance
Cost accountant view — standard vs actual unit cost with material/labor/overhead breakdown.
OEE & Six Big Losses
Plant manager view — Overall Equipment Effectiveness broken into Availability × Performance × Quality, with Six Big Losses Pareto.
Supply Chain & Inventory
Network inventory health — turns, stockouts, lead time, and per-supplier reliability scatter.
Customer Lifecycle & Conversion
Customer-state movements over 12 months, conversion funnel, and Sankey flow through the e-commerce journey.
SaaS Revenue Cockpit
Monthly board view of MRR health, churn, and expansion — for the CFO and CRO.