← All opportunitiesAlpha 3 Sprint C · financial and equipment intelligence
Negotiation · Saskatoon branch

Production oven and proofing upgrade

Central Prairie Bakery · Saskatoon, SK

BakeryMike Smith9 days in stage
AI opportunity82Review
Data noticeAutoQuotes and CRM opportunity integrations are not connected. Records shown are read-only demonstration opportunities for workflow validation.
AI sales copilot

Protect margin during negotiation

Margin is below target; trade concessions for scope or service commitments.

Potential additional GP$3,200Modeled, not guaranteed
Opportunity value$121,900
Estimated EBITDA$16,87413.8% of revenue
Margin vs target22.4% / 25.0%
Contribution score65Review
Sprint B

Financial intelligence

Gross margin is 2.6 points below target. Review pricing and project expenses before making further concessions.

View JSON
RevenueDemonstration
$121,900

Opportunity selling value from the DensonOS demonstration record.

Equipment costDemonstration
−$94,600

Estimated equipment cost before project expenses.

Gross profitModeled
$27,300

Revenue less estimated equipment cost.

FreightModeled
−$4,145

Industry-based freight allowance; supplier quotes are not connected.

InstallationModeled
−$3,901

Modeled installation and site-work allowance.

CommissionModeled
−$1,283

Modeled commission impact applied to estimated gross profit.

Warranty reserveModeled
−$1,097

Modeled reserve for warranty and execution exposure.

Estimated EBITDA contributionModeled
$16,874

Gross profit less modeled freight, installation, commission and warranty reserve. This is not accounting EBITDA.

Contribution score65Review

Measures margin quality, readiness, close probability and modeled EBITDA contribution.

Comparable Bakery margin
22.4%Current
26.9%Average
30.2%Top quartile

4.5 points below comparable average

Sprint C

Equipment knowledge engine

1 required equipment dependencies need review before the package is considered complete.

View JSON
Denson knowledge score63Review3/4 required · 1/3 recommended complete
Modeled GP opportunity+$3,350Incomplete accessories, service and consumables

Required dependencies

Complete
Gas or electrical service verifiedProduction convection oven · Installation

Capacity, voltage, phase, gas type and pressure must match the equipment.

Complete
Ventilation compatibilityProduction convection oven · Safety

Heat, grease and smoke loads must fit the hood design.

Complete
Fire suppression coverageProduction convection oven · Safety

Protected appliances must align with the suppression layout.

Missing
Gas hose, restraint and quick disconnectProduction convection oven · Installation

Movable gas appliances require a suitable connection package.

Omission risk: Incomplete installation or safety concern.

Recommended revenue and lifecycle items

Review
Casters or equipment standProduction convection oven · 89% confidence

Mobility and elevation should support cleaning and workflow.

Modeled GP opportunity: +$700
Complete
Startup and calibrationProduction convection oven · 89% confidence

Calibration and combustion checks support safe, consistent operation.

Review
Preventative maintenanceProduction convection oven · 89% confidence

Periodic inspection protects burners, controls and safety devices.

Modeled GP opportunity: +$1,800

Recurring revenue

  • Preventative maintenance · every 6 months

Lifecycle guidance

  • Cooking: Typical planning range: 8–15 years, subject to use, maintenance and operating conditions.
EBITDA improvement

Improvement opportunities

Modeled potential+$7,281
Review onlyProtect margin during negotiation

Margin is below target; trade concessions for scope or service commitments.

94% confidence · +$3,200 modeled EBITDA impact
Review onlyRecover target margin

Review discounts, omitted accessories and scope allowances before offering further concessions.

91% confidence · +$3,169 modeled EBITDA impact
Review onlyReview freight consolidation

Combine supplier shipments or coordinate delivery windows where practical. Validate before quoting; savings are not guaranteed.

78% confidence · +$912 modeled EBITDA impact
Financial risk engine

Risk review

Moderate
Margin below target

Current gross margin is below the opportunity target and should be reviewed before further concessions.

22.4% vs 25.0% target
Next best actions

AI recommendations

Review only
MarginProtect margin during negotiation

Margin is below target; trade concessions for scope or service commitments.

94% confidence · $3,200 modeled GP impact
Quote quality

Opportunity readiness

83%complete
Oven and prooferComplete · Primary production equipment is included.
VentilationComplete · Ventilation impact is represented.
Delivery pathReview · Confirm receiving access and rigging.
TrainingComplete · Operator training is included.
Profitability

Margin health

Current margin22.4%
Target: 25.0% · Management review recommended
Margin variance-2.6%
EBITDA margin13.8%
Cross-branch intelligence

Pricing consistency

90%Review

Demonstration score comparing branch pricing patterns. No pricing is changed automatically.

Assigned branchSaskatoon
Assigned salespersonMike Smith
Trust and governance

Financial assumptions

Modeled · read only
  • 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

View JSON
Proposal follow-upEmail

Proposal status reviewed; no source-system action was taken.

Pricing package preparedQuote

Demonstration pricing package recorded for workflow validation.

Needs reviewMeeting

Customer requirements, installation dependencies and timing were discussed.