← All opportunitiesAlpha 3 Sprint C · financial and equipment intelligence
AI opportunity79Review
Data noticeAutoQuotes and CRM opportunity integrations are not connected. Records shown are read-only demonstration opportunities for workflow validation.
AI sales copilot
Collect final menu and service volumes
Equipment selection should be validated against the final menu.
Potential additional GP$0Modeled, not guaranteed
Sprint B
Financial intelligence
Gross margin is 2.0 points below target. Review pricing and project expenses before making further concessions.
RevenueDemonstration
$97,500Opportunity selling value from the DensonOS demonstration record.
Equipment costDemonstration
−$74,100Estimated equipment cost before project expenses.
Gross profitModeled
$23,400Revenue less estimated equipment cost.
FreightModeled
−$2,828Industry-based freight allowance; supplier quotes are not connected.
InstallationModeled
−$2,633Modeled installation and site-work allowance.
CommissionModeled
−$1,076Modeled commission impact applied to estimated gross profit.
Warranty reserveModeled
−$780Modeled reserve for warranty and execution exposure.
Estimated EBITDA contributionModeled
$16,084Gross profit less modeled freight, installation, commission and warranty reserve. This is not accounting EBITDA.
Contribution score57Review
Measures margin quality, readiness, close probability and modeled EBITDA contribution.
Comparable Café margin
24.0%Current
26.2%Average
29.3%Top quartile
2.2 points below comparable average
Sprint C
Equipment knowledge engine
2 required equipment dependencies need review before the package is considered complete.
Denson knowledge score59Review6/8 required · 1/5 recommended complete
IceAir-cooled cuber with storage binManitowoc · Qty 1
Knowledge packRefrigerationUndercounter refrigeratorTrue · Qty 2
Knowledge packModeled GP opportunity+$6,550Incomplete accessories, service and consumables
Required dependencies
Water filtrationAir-cooled cuber with storage bin · Performance
Filtration improves ice quality and reduces scale.
Omission risk: Scale, poor taste and shortened equipment life.Machine and bin drainsAir-cooled cuber with storage bin · Installation
Separate gravity drainage may be required for machine and bin.
Bin or dispenser compatibilityAir-cooled cuber with storage bin · Installation
The ice head, adapter and storage component must be compatible.
Airflow and ambient conditionsAir-cooled cuber with storage bin · Performance
Air-cooled machines need sufficient ventilation and suitable room temperature.
Dedicated electrical serviceUndercounter refrigerator · Installation
Correct voltage and dedicated circuits support reliable operation.
Condenser airflow and clearanceUndercounter refrigerator · Performance
Condensers require airflow to reject heat efficiently.
Ambient temperature verifiedUndercounter refrigerator · Performance
Hot kitchens and confined spaces can exceed equipment ratings.
Omission risk: Temperature failure and compressor stress.Door swing and access verifiedUndercounter refrigerator · Installation
Door orientation and delivery access must suit the site.
Recommended revenue and lifecycle items
Opening cleaning and sanitation kitAir-cooled cuber with storage bin · 89% confidence
Ice-contact surfaces require regular cleaning and sanitizing.
Modeled GP opportunity: +$650Preventative maintenance agreementAir-cooled cuber with storage bin · 89% confidence
Routine descaling and inspection protect production capacity.
Modeled GP opportunity: +$2,200Casters or seismic restraintsUndercounter refrigerator · 89% confidence
Mobility or restraint requirements should match cleaning and code needs.
Modeled GP opportunity: +$700Additional shelving and pan slidesUndercounter refrigerator · 89% confidence
Storage accessories improve capacity and fit the customer workflow.
Condenser maintenance planUndercounter refrigerator · 89% confidence
Coil cleaning protects efficiency and compressor life.
Modeled GP opportunity: +$1,800EBITDA improvement
Improvement opportunities
Modeled potential+$1,950
Review onlyRecover target margin
Review discounts, omitted accessories and scope allowances before offering further concessions.
91% confidence · +$1,950 modeled EBITDA impactFinancial risk engine
Risk review
Moderate
Margin below target
Current gross margin is below the opportunity target and should be reviewed before further concessions.
24.0% vs 26.0% targetHigh
Incomplete quote scope
Missing quote components increase the chance of unplanned costs or change orders.
68% readinessNext best actions
AI recommendations
CompletenessCollect final menu and service volumes
Equipment selection should be validated against the final menu.
96% confidenceQuote quality
Opportunity readiness
68%complete
Menu and volumeReview · Final menu has not been approved.
Coffee equipmentComplete · Primary coffee package is represented.
Water filtrationMissing · Filtration should be added for beverage equipment.
Smallwares opening packageMissing · Opening smallwares have not been scoped.
Profitability
Margin health
Current margin24.0%
Target: 26.0% · Management review recommended
Margin variance-2.0%
EBITDA margin16.5%
Cross-branch intelligence
Pricing consistency
95%Consistent
Demonstration score comparing branch pricing patterns. No pricing is changed automatically.
Assigned branchRegina
Assigned salespersonAngela Marchuk
Trust and governance
Financial assumptions
- Values are demonstration estimates and are not sourced from QuickBooks, AutoQuotes or Cin7 actual cost records.
- Freight, installation, commission and warranty reserve use industry-based modeling assumptions.
- Estimated EBITDA contribution is a project contribution estimate, not corporate accounting EBITDA.
Engagement history
Activity timeline
Proposal status reviewed; no source-system action was taken.
Demonstration pricing package recorded for workflow validation.
Customer requirements, installation dependencies and timing were discussed.