Questions it answers on day one

• How is each restaurant performing on sales, guests and average check?
• Where do our prices sit against the rivals nearest each restaurant?
• What should we change on the menu, and what is it worth?
• Did the last price change do what we expected?

Typical sources

Point of sale, menu and recipe files, competitor pricing, demographics, weather

Questions it answers on day one

• Which categories and stores are carrying growth, and which are drifting?
• How is promotion and markdown spend converting into margin?
• Where is availability costing us sales?

Typical sources

Point of sale, loyalty, inventory, supplier and promotion files

Questions it answers on day one

• How is each brand and pack performing by retailer?
• What is trade spend actually returning?
• Where is distribution thinner than the plan assumed?

Typical sources

Shipments, syndicated retail measurement, trade promotion, pricing

Questions it answers on day one

• Where is deposit and lending growth coming from?
• How is credit quality moving across segments?
• Which relationships are worth more than their current product set?

Typical sources

Core banking, loan origination, card, branch and digital channel data

Questions it answers on day one

• How is each company tracking against its plan?
• Which value-creation levers are actually moving?
• Where is the next dollar of growth in the portfolio?

Typical sources

Portfolio company reporting, deal models, market and benchmark data

Questions it answers on day one

• Where is placement demand building, by skill and geography?
• How is fill rate and time to fill trending by desk?
• Which contracts are earning their margin?

Typical sources

Applicant tracking, timesheets, billing, job board and market pay data

Questions it answers on day one

• How is model and trim demand moving by region?
• Where is warranty and quality cost concentrating?
• How is dealer inventory aging against the plan?

Typical sources

Production, dealer management, warranty claims, registrations, parts

Questions it answers on day one

• What is cost to serve by lane, customer and mode?
• Where is on-time performance slipping, and why?
• Where is capacity tight against committed volume?

Typical sources

Transport management, warehouse management, telematics, carrier rates

Questions it answers on day one

• How is load shaping by feeder and by season?
• Which assets are carrying the most risk of failure?
• Where is outage duration driving customer impact?

Typical sources

Meter and SCADA data, asset registers, outage management, weather

Questions it answers on day one

• Where is capacity constrained across the care pathway?
• How is cost per case moving by service line?
• Which outcome and readmission measures are drifting?

Typical sources

Electronic health records, scheduling, supply chain, cost accounting

Questions it answers on day one

• How is each service performing against its commitment?
• Where is the budget tracking ahead of or behind plan?
• Which neighborhoods are underserved relative to need?

Typical sources

Finance and budget systems, 311 and case management, permits, census

Questions it answers on day one

• Which segments are growing, and which are quietly shrinking?
• What is a customer worth over their lifetime with us?
• Where is churn risk building before it shows in revenue?

Typical sources

CRM, billing, support and transaction history

Questions it answers on day one

• Which parts of the pipeline will actually close?
• Where is conversion breaking down in the cycle?
• How is performance distributed across the team?

Typical sources

CRM, order and quoting systems, quota and territory plans

Questions it answers on day one

• Which products carry the margin, and which carry the volume?
• Where is the mix shifting against us?
• Which launches are tracking ahead of their case?

Typical sources

Order lines, cost of goods, product master, pricing

Questions it answers on day one

• Which channels are growing profitably?
• Where does cost to serve outrun the revenue it brings?
• How is channel conflict showing up in the numbers?

Typical sources

Order, partner, e-commerce and point of sale data

Questions it answers on day one

• What is each campaign and channel returning?
• Where is spend producing volume but not quality?
• How long does it take spend to turn into revenue?

Typical sources

Ad platforms, marketing automation, web analytics, CRM

Questions it answers on day one

• Where is technology spend concentrated, and against what?
• Which services carry the most risk of failure?
• How is the estate tracking against the modernization plan?

Typical sources

Asset and configuration management, cloud billing, incident data

Questions it answers on day one

• Which data assets are actually being used, and by whom?
• Where is data quality holding decisions back?
• Which AI use cases are returning more than they cost?

Typical sources

Catalogs, lineage, pipeline logs, model and usage telemetry

Questions it answers on day one

• Where is exposure concentrated across systems and vendors?
• How quickly are the issues that matter getting closed?
• Which controls are carrying the most of the risk?

Typical sources

Vulnerability scanners, identity systems, endpoint and SIEM data

Questions it answers on day one

• Where is throughput constrained today?
• Which cost variances have a process behind them?
• How is quality moving across sites and shifts?

Typical sources

ERP, manufacturing execution, quality and maintenance systems

Questions it answers on day one

• Which projects are tracking to their committed dates?
• Where is spend running ahead of delivered value?
• Which dependencies put the rest of the portfolio at risk?

Typical sources

Project and portfolio management, finance, resourcing systems

Questions it answers on day one

• Where is spend concentrated, and how exposed does that leave us?
• Which suppliers are performing against their terms?
• Where is there room to consolidate without adding risk?

Typical sources

Purchase orders, invoices, contracts, supplier scorecards

Questions it answers on day one

• How is space actually being used against what it costs?
• Where is maintenance spend signaling a bigger issue?
• Which sites are carrying cost the portfolio does not need?

Typical sources

Lease and property systems, badge and occupancy data, energy, work orders

Questions it answers on day one

• How is performance tracking against plan and forecast?
• Which variances matter, and what sits behind them?
• Where is cash building or draining?

Typical sources

General ledger, sub-ledgers, planning and consolidation systems

Questions it answers on day one

• Where are the skills the strategy actually needs?
• Where is attrition concentrating, and at what cost?
• How is pay positioned against the market?

Typical sources

HRIS, payroll, recruiting, learning and survey data

Questions it answers on day one

• What exposure are we carrying, and where?
• Which risks are moving fastest?
• Where are controls thinner than the exposure behind them?

Typical sources

Risk registers, loss events, credit and exposure systems

Questions it answers on day one

• Which obligations apply to which parts of the business?
• Where is evidence incomplete ahead of an examination?
• How much effort is each reporting cycle actually costing?

Typical sources

Policy and obligation registers, control testing, filings

Questions it answers on day one

• Which alerts are producing real cases?
• Where are investigation backlogs building?
• Which typologies are moving in our book?

Typical sources

Transaction monitoring, case management, screening, KYC records

Questions it answers on day one

• Where are competitors pricing against us, and in which markets?
• How is share moving in the categories we care about?
• What are they signaling about where they will go next?

Typical sources

Pricing feeds, public filings, job postings, review and location data

Questions it answers on day one

• Which economic conditions actually move our demand?
• How do input costs ahead of us look?
• What does the outlook mean for the plan we committed to?

Typical sources

Official statistics, commodity and labor indices, demographic data

Questions it answers on day one

• How is the market pricing our sector against us?
• What are rates and currencies doing to the plan?
• Where does the market see risk that we do not?

Typical sources

Market data feeds, peer filings, analyst estimates, rates and FX