Work

Dayline, our publicly available product, and examples of the custom operational tools I can build for your business.

Custom projects can use AI for extraction, normalization, classification and decision support, with human review where needed.

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Dayline

Dayline — software for independent caterers

Software product

White Birch Ventures LLC’s software product brings event quotes, reusable costs, proposals, invoices and customer correspondence into one business workspace.

Available now
  • Build quotes with estimated revenue, gross profit and margin—not accounting profit or collected revenue
  • Email customer documents and track proposal acceptance while keeping internal costs private
  • Connect Stripe to accept invoice payments with automatic payment and refund tracking, or record other payments manually

14-day trial without a credit card. $29 USD/month for one business and one owner if you subscribe. White Birch builds the software; it does not provide catering services.

Operator quoting + margin workflow

Custom build example

A structured quoting and margin workflow that stays consistent under real operating conditions. Includes AI-assisted extraction and normalization (e.g., line items, units, vendor naming) with human review baked in.

Designed to support
  • Faster quote turnaround with fewer manual steps
  • More consistent unit economics across staff
  • Clearer change history and assumptions

Data model foundation for multi-location operations

Custom build example

A model of core entities and relationships to reduce duplication and inconsistencies across locations. Can include AI-powered deduplication suggestions to keep the model clean as new data is introduced.

Designed to support
  • Reduced duplication and inconsistent records
  • More reliable rollups across locations
  • Cleaner handoffs between operational and admin work

Recipe costing + menu pricing system

Custom build example

A centralized recipe-costing tool that calculates portion costs from ingredient prices, yields, waste assumptions, and packaging while preserving a clear history of cost changes.

Designed to support
  • Faster and more consistent recipe costing
  • Immediate visibility into margin changes
  • Data-backed menu pricing decisions

Production + COGS model for small manufacturing

Custom build example

A production structure connecting inputs, batches, and finished goods, with durable COGS logic. Can include AI-assisted variance detection for anomalous costs and yield patterns.

Designed to support
  • Accurate batch cost visibility
  • Repeatable production records
  • Fewer end-of-period surprises

Catering lead intake + proposal pipeline

Custom build example

A streamlined intake and sales workflow that captures event requirements, qualifies leads, assigns follow-ups, and converts approved opportunities into structured proposals.

Designed to support
  • Fewer missed or incomplete inquiries
  • Faster response times for prospective customers
  • Clear visibility into pipeline value and status

Computer vision: operational flow tracking

Custom build example

A computer vision system to measure movement, dwell time, and congestion in a high-activity operating environment. Designed around deployable hardware, privacy-aware processing, and actionable metrics.

Designed to support
  • Visibility into flow bottlenecks
  • Objective data for layout and staffing decisions
  • Operational metrics usable without manual observation

Prep planning + production scheduling tool

Custom build example

A daily production-planning system that converts upcoming orders and expected demand into consolidated prep quantities, station assignments, and completion checklists.

Designed to support
  • Reduced overproduction and last-minute prep
  • Clearer ownership across kitchen stations
  • More consistent execution during peak periods

AI-assisted demand forecasting + planning

Custom build example

A lightweight forecasting system combining historical data with AI-assisted scenario modeling to support planning decisions under uncertainty.

Designed to support
  • More stable planning assumptions
  • Earlier visibility into demand swings
  • Reduced reactive decision-making

Vendor price monitoring + purchasing controls

Custom build example

A purchasing tool that standardizes vendor catalogs, tracks ingredient price changes, flags unusual increases, and supports side-by-side comparisons before orders are placed.

Designed to support
  • Earlier detection of material cost increases
  • More consistent purchasing decisions
  • Reduced reliance on manual spreadsheet comparisons

Vision-based inventory movement tracking

Custom build example

A vision-based system to track inventory movement between zones, enabling passive visibility into usage patterns without manual scanning.

Designed to support
  • Reduced manual counting and logging
  • Clearer understanding of movement patterns
  • Improved reconciliation between physical and system state

Multi-location performance scorecard

Custom build example

An executive scorecard that standardizes sales, labor, food cost, ticket time, waste, and customer-service metrics across restaurant locations.

Designed to support
  • Consistent performance comparisons across locations
  • Faster identification of operational outliers
  • A shared source of truth for leadership reviews

Internal controls + approval workflow

Custom build example

A focused internal system for approvals, overrides, and exception handling, designed to add control without slowing operations.

Designed to support
  • Clear accountability for changes
  • Faster resolution of exceptions
  • Improved auditability without added friction

Food safety + compliance record system

Custom build example

A mobile-friendly system for recording temperature checks, cleaning tasks, corrective actions, and manager verification across shifts and locations.

Designed to support
  • More complete and legible compliance records
  • Faster escalation of missed or unsafe readings
  • Simpler preparation for inspections and audits

Online ordering + fulfillment coordination

Custom build example

A configurable ordering experience for scheduled pickup, delivery, and catering orders, with capacity rules, cutoff times, payment collection, and production-ready order views.

Designed to support
  • Reduced manual order entry and clarification
  • Fewer orders accepted beyond operating capacity
  • Cleaner handoff from customer checkout to fulfillment

Fit and scope

I build operational systems that need to be correct, durable, and usable by teams. If an off-the-shelf product solves it cleanly, I’ll tell you. If it doesn’t, I’ll propose a focused build that can expand into a broader platform over time.

Want to talk?

If you have an operational workflow that’s slow, error-prone, or hard to scale-and you suspect the right software would change the trajectory-reach out.