At a glance
What cash and throughput make the model work?
For a founder-scale New York food delivery service built as an independent, owner-operated white-label carrier – not a restaurant or ordering marketplace – the Typical opening plan is $43,750 of founder cash, within a $21,150 Lean to $84,200 Premium range. At Base performance, 1,450 deliveries at $21.50 produce $31,175 monthly revenue, $2,709 of passive-owner cash operating profit before D&A, and $7,809 of working-owner pre-tax business cash benefit. Launch is modeled at 4 – 8 weeks, with Base founder-equity payback in month 10. Address-specific labor, insurance, and delivery-platform rules are the main caveat.
The statewide Base does not use one city as a proxy. New York's 2026 general minimum wage is $17 per hour in the downstate high-wage area and $16 elsewhere, according to the New York State Department of Labor. Couriers are modeled at $20.50 before burden. Publication uses a multi-jurisdiction basket; software, insurance, and pricing are separately labeled benchmarks, quote-required items, or modeled assumptions.
Configuration fingerprint:
- Format: independent B2B white-label last-mile delivery; the restaurant remains the food seller.
- Ownership basis: domestic single-member New York LLC, disregarded for income-tax classification; no S-corporation election.
- Assets: no storefront or company fleet; four W-2 courier FTE equivalents use insured personal vehicles with mileage reimbursement.
- Capacity: about 1,800 deliveries/month at 4.0 courier FTE × 173 hours × 2.6 deliveries/hour.
- Core service mix: pickup, same-day delivery, proof of delivery, dispatch, merchant invoicing, and service recovery; owner manages sales/dispatch/admin 35 hours weekly.
Startup scope
Startup cash is mostly runway, not equipment
This is an asset-light operating model, so the largest opening use is liquidity rather than kitchen build-out or vehicle purchases. The Typical project cost is $43,750, and because the Base case assumes no committed debt, grants, landlord allowance, or equipment financing, founder cash required equals total project cost. Peak interim cash is also $43,750; no later reimbursement has been counted as if it were available on opening day.
| Use of funds | Lean | Typical | Premium |
|---|---|---|---|
| Formation, publication & regulatory setup | $650 | $1,150 | $2,200 |
| Insurance deposits & first premiums | $2,200 | $4,000 | $7,000 |
| Routing technology & courier equipment | $1,600 | $4,000 | $9,500 |
| Legal, accounting & merchant contracts | $900 | $2,200 | $4,500 |
| Pre-opening payroll & training | $1,800 | $4,000 | $7,000 |
| Sales, branding & launch | $1,200 | $3,200 | $7,500 |
| Refundable deposits & prepaids | $500 | $1,200 | $2,500 |
| Opening supplies + initial net working capital | $1,100 | $2,500 | $5,500 |
| Opening operating-cash reserve | $10,000 | $18,000 | $32,000 |
| Contingency | $1,200 | $3,500 | $6,500 |
| Total project cost / founder cash required | $21,150 | $43,750 | $84,200 |
Startup cash by scope – New York statewide, 2026 USD
Takeaway: the Premium case is mainly a larger liquidity, insurance, technology, staffing, and sales buffer – not a different vehicle fleet or storefront.
The $18,000 Typical operating-cash reserve is separate from $1,800 of initial NWC; opening supplies are not counted again. The Base ramp's maximum cumulative operating deficit is about $4,600. Adding a $12,000 minimum closing-cash floor implies roughly $16,600 of required reserve, so $18,000 leaves a modest cushion.
The startup lines most likely to move are:
- Insurance: workers' compensation, disability/PFL, hired/non-owned auto, and general liability require underwriting; the table is not a quote.
- LLC publication: two designated newspapers plus a $50 Certificate of Publication; newspaper rates vary sharply by county.
- Technology: dispatch, route optimization, proof-of-delivery, billing, and integrations vary by SaaS depth.
- Working capital: weekly ACH keeps NWC light; net-30 or disputed invoices can absorb weeks of courier payroll and mileage.
Critical path
A four-to-eight-week launch depends on insurance and employer setup
The LLC filing is not usually the bottleneck. The critical path is getting W-2 employees onto routes with payroll accounts, required worker coverage, vehicle-use insurance, merchant contracts, and dispatch software. Publication can continue in parallel after formation, but the Department of State requires qualifying domestic LLCs to complete it within 120 days.
- Form and identify the business. File the domestic LLC, obtain an EIN, establish banking, and set the legal invoice name before merchant contracting.
- Register as an employer. Set up New York withholding, unemployment-insurance and wage-reporting accounts; choose payroll and timekeeping before the first employee is paid.
- Bind coverage and finalize driver policy. Workers' compensation and disability/PFL coverage are the state gates; business-use auto exposure and hired/non-owned auto need broker confirmation.
- Configure dispatch and merchant billing. Build service zones, promised windows, proof-of-delivery, exception rules, weekly ACH invoicing, and a route-capacity dashboard.
- Run a controlled pilot. Train four courier FTE equivalents, test 100 – 200 deliveries, measure deliveries per paid hour and miles per order, then add merchants only while density stays inside the model band.
Model 1 – 5 business days for internal readiness; no processing SLA is assumed. LLC filing is $200 and the EIN is free.
Model 1 – 3 weeks in parallel. Coverage must be effective before routes; underwriting time is not published statewide.
Model 1 – 3 weeks in parallel for routing, merchant agreements, banking, invoicing, and zones.
Address/platform classification can add time; statewide local-review lead time is not published.
Allow 1 – 2 weeks to train, test routes, handle exceptions, and confirm first invoices.
Licensing & labor
New York compliance has one state layer and many address-specific overlays
The assumed company is a single-member domestic LLC with W-2 couriers. New York charges $200 for Articles of Organization, $50 for the Certificate of Publication, $9 for the biennial statement, and – under the disregarded-entity assumption – a $25 annual IT-204-LL filing fee when there is New York-source activity. These are entity-specific amounts; a different tax classification can change treatment. See the Department of State and Tax Department.
| Requirement | Authority / scope | Initial fee basis | Timing / dependency | Official source |
|---|---|---|---|---|
| Employer Identification Number | Federal; mandatory with employees | $0 | Before payroll and key registrations | IRS EIN guidance |
| Articles of Organization | State; assumed LLC | $200 official fee | Creates LLC; SLA not assumed | NY Department of State |
| Publication + Certificate of Publication | State rule; county-linked newspapers | $50 certificate + newspaper quotes | Complete within 120 days; parallel | NY Department of State |
| Employer UI, withholding & wage reporting | State; W-2 employer | No filing fee published | Register before payroll; recurring reports follow | NY Tax / DOL employer registration |
| Workers' compensation, disability & PFL | State; employee coverage | Carrier quote required | Effective before covered work; proof may be required | Workers' Compensation Board |
| Vehicle insurance + business-use review | State + carrier; each driver vehicle | Quote required | Before dispatch; check personal-policy exclusions | NY DMV insurance requirements |
| Sales-tax classification of delivery revenue | State; transaction-dependent | No tax collected in Base delivery-only model | Confirm before invoicing taxable/facilitated sales | NY Tax Bulletin ST-838 |
| Address-specific business, home-occupation or delivery-platform rules | City / county; conditional | Varies by jurisdiction | Check before office commitment or platform launch | Confirm with issuing local authority |
Couriers are modeled at a $20.50 cash wage plus 15% load, or $23.58 per paid hour. The 15% is not a statutory composite: 7.65% reflects the employer Social Security and Medicare share in the 2026 IRS Employer's Tax Guide; the remaining 7.35% is a planning allowance for unemployment, workers' compensation, disability/PFL, paid leave, and payroll friction. Replace it with actual rates before funding.
Local variation and address checks
The clerk lists designated legal newspapers. A commercial observation is near $150; it is not an official rate, so obtain current quotes.
The county lists approved publications and directs applicants to papers for fees/timing. A commercial sample is about $450 – $550.
DCWP rules can cover certain app-based restaurant delivery services. Covered restaurant-app and grocery-app worker pay is $22.13/hour from April 1, 2026. For filings from March 1 through August 31, 2026, the Third-Party Food Delivery Service license schedule lists $150 through August 31, 2027; other filing windows differ. Confirm classification before using the statewide Base wage.
For publication, three in-state observations span a capital-region example, a downstate suburban example, and a dense high-cost example. They are not a legal statewide average. The Typical line uses a $650 newspaper allowance plus the $200 Articles fee, $50 certificate, $25 annual filing-fee allowance, and $225 local/filing buffer. Newspaper and local amounts remain quote-required.
Before committing capital, verify:
- Final operating address: home-occupation, zoning, parking, signage, and business-license rules for any office/dispatch site.
- Service classification: whether it only transports orders or also runs ordering, payment, subscription, or meal-sale functions.
- Driver insurance: written confirmation for delivery use, hired/non-owned auto, and required endorsements; statutory minimums do not replace business coverage.
- Employee rules: current wage, pay-frequency, leave, worker coverage, and local delivery-worker rules.
Revenue engine
The revenue engine is delivery density, not gross order value
The service earns a delivery fee, not the restaurant's food sale. Base realized revenue is modeled as a $16.00 route/dispatch fee plus about $1.70 per billable mile on a 3.2-mile delivery, rounded to $21.50 after discounts and credits. This is a cost-plus planning tariff, not an observed statewide average. Restaurant sales proceeds, gratuities, and collected sales tax are excluded from delivery-company revenue.
All scenarios keep the same four-courier configuration. Volume, realized price, density, route miles, and fixed-cost tier change. Upside remains inside the labor-hour band because density improves to 2.8 deliveries per paid hour; no extra couriers are assumed.
- Merchant mix: target recurring restaurants with clustered zones and peak windows, not scattered errands.
- Price discipline: quote base + distance + wait/exception fees so queues do not silently consume contribution.
- Density target: Base needs 2.6 deliveries per paid hour; near 2.2, sustainable break-even becomes unsafe.
- Cash collection: weekly/biweekly ACH is assumed; longer terms increase NWC without changing the P&L.
- Tax convention: Base treats delivery as a separately contracted third-party service and excludes collected tax from revenue. Selling/facilitating taxable items requires re-evaluation.
| Metric | Downside | Base | Upside |
|---|---|---|---|
| Completed deliveries / month | 1,050 | 1,450 | 1,750 |
| Net revenue / delivery | $20.50 | $21.50 | $22.50 |
| Deliveries / paid courier hour | 2.3 | 2.6 | 2.8 |
| Paid miles / delivery | 3.8 | 3.2 | 2.8 |
| Monthly net operating revenue | $21,525 | $31,175 | $39,375 |
| Passive contribution / delivery | $6.71 | $9.39 | $11.35 |
| Passive contribution margin | 32.7% | 43.7% | 50.4% |
| Normalized passive cash operating profit | – $3,658 | $2,709 | $8,158 |
| Working-owner pre-tax business cash benefit | $1,442 | $7,809 | $13,258 |
| Working-owner founder-equity payback | Month 46 | Month 10 | Month 7 |
Monthly revenue by performance case – New York statewide, Typical scope, 2026 USD
Takeaway: volume and density move together. More orders are valuable only when they cluster well enough to keep paid courier time and reimbursed miles per delivery under control.
Operating costs
What does 1,450 monthly deliveries cost to run?
Base monthly variable cost is $17,566, or $12.11 per completed delivery. The largest line is courier labor: $20.50 cash wage × 1.15 burden ÷ 2.6 deliveries per paid hour = $9.07 per delivery. Vehicle reimbursement is $3,526 per month using 3.2 paid miles per delivery and the IRS business mileage rate of $0.76 per mile effective July 1, 2026, from the IRS mileage-rate schedule.
| Cost line | Behavior | Monthly | % revenue |
|---|---|---|---|
| Courier wages + modeled payroll burden | Variable with paid route hours | $13,148 | 42.2% |
| Mileage reimbursement | Variable with paid route miles | $3,526 | 11.3% |
| Bags, supplies & service-recovery claims | Variable per completed delivery | $580 | 1.9% |
| Billing / payment fees | Modeled at 1.0% of revenue | $312 | 1.0% |
| Insurance premiums | Fixed planning allowance; quote required | $2,300 | 7.4% |
| Routing / dispatch software | Fixed within Base task tier | $700 | 2.2% |
| Merchant sales & marketing | Fixed / discretionary | $900 | 2.9% |
| Admin, communications, professional & recruiting | Fixed planning bundle | $1,850 | 5.9% |
| Annualized state/local filings | Fixed planning allowance | $50 | 0.2% |
| Owner replacement management labor | Fixed; passive-owner view only | $5,100 | 16.4% |
| Total passive-basis cash operating costs | Before D&A, debt and income tax | $28,466 | 91.3% |
Excludes the $5,100 imputed replacement manager/dispatcher because the founder performs that role. Owner draws or distributions are not expenses.
Held below operating profit in the cash schedule for phones, bags, power banks and other replacement equipment. Debt service and income tax are not modeled.
The $700 routing allowance rounds the current $619/month Onfleet Launch benchmark upward, while the 1% billing assumption matches Square's current ACH-via-invoice benchmark; actual providers can differ. Three lines can break Base fastest: delivery density, reimbursed miles, and insurance. Fewer deliveries per paid hour spread payroll across fewer units; wider routes raise mileage immediately; and the $2,300 insurance line is only a planning allowance.
Owner economics
Owner labor changes the economics by about $5,100 a month
The passive/economic view values 35 owner hours per week of sales, dispatch, support, and administration at a $28.50 cash-wage equivalent. At 4.33 weeks and an 18% modeled employer load, replacement labor is $5,097, rounded to $5,100 monthly. It is fixed management labor below contribution. The owner does not drive Base routes, so the same labor is not counted twice.
$31,175 revenue less $17,566 variable operating costs. This already includes fully loaded courier labor, mileage reimbursement, supplies/claims, and billing fees.
Contribution less $5,800 non-owner fixed cost and $5,100 replacement management labor. D&A is not fabricated because the model has little owned depreciable equipment.
Passive profit plus the $5,100 replacement labor avoided when the founder performs management. It is not “salary” and is not guaranteed take-home pay.
At a stabilized Base month, passive cash operating profit annualizes to about $32,511. Working-owner business cash benefit annualizes to about $93,711. Annual values use unrounded monthly math, so multiplying the displayed rounded monthly figures by 12 creates a $3 display difference. Cash planning then subtracts a $250 monthly maintenance-capex reserve; D&A, debt service, and personal income tax are not modeled.
This distinction matters to an absentee investor. Base produces an 8.7% normalized passive cash operating margin. In Downside, the working founder still has $1,442 monthly before maintenance capex, while the passive view loses $3,658. “Profitable for me to work in” is not the same as “investable without my labor.”
Unit economics & break-even
Break-even stays safe until density falls below the model band
The unit is one completed delivery. Base $21.50 revenue produces $9.39 of passive/economic contribution after loaded courier labor, mileage, supplies/claims, and billing cost. Fixed insurance, software, marketing, administration, and owner-replacement management stay in the matching break-even numerator.
| Metric | Formula / basis | Base result | Decision use |
|---|---|---|---|
| Loaded courier labor / delivery | $20.50 × 1.15 ÷ 2.6 deliveries/hour | $9.07 | Primary density lever |
| Mileage reimbursement / delivery | 3.2 paid miles × $0.76 | $2.43 | Service-zone discipline |
| Passive contribution / delivery | $21.50 – $12.11 variable cost | $9.39 | 43.7% contribution margin |
| Cash-survival break-even | $5,800 fixed non-owner cost ÷ 43.65% CM | $13,286 | 618 deliveries/month; 34.3% of Base capacity |
| Sustainable working-owner break-even | ($5,800 fixed + $5,100 target owner comp) ÷ 43.65% CM | $24,969 | 1,161 deliveries/month; 64.5% of capacity |
| Passive-owner break-even | $10,900 fixed including replacement manager ÷ 43.65% CM | $24,969 | Same 1,161 deliveries because target owner comp equals replacement labor |
| Base founder-equity payback | Monthly owner cash schedule; $43,750 initial equity; $12,000 retained cash floor | Month 10 | Working-owner, unlevered equity, pre-tax |
Break-even utilization – New York statewide Base case, 2026
Takeaway: Base demand of 1,450 deliveries leaves roughly 289 deliveries of monthly capacity above sustainable break-even at the modeled density.
Payback starts with $43,750 founder equity, an $18,000 opening reserve, and a $12,000 minimum cash floor. Base deliveries ramp 300, 500, 750, 950, 1,150, 1,300, 1,400, then 1,450; cash is retained through stabilization. Distributions start only after the floor can be maintained. Downside needs later owner top-ups and reaches month 46; Upside reaches month 7. Debt service and income tax are excluded.
State market context
New York demand is large, but no clean delivery-only market total exists
A reliable New York market-revenue amount for independent restaurant delivery is not publicly determinable from available category data. Census sectors are too broad, mixing lodging with restaurants and parcel/freight with other transportation. Platform activity can also appear in different structures. Rather than scale a national TAM by population, this model uses state demand and supply proxies.
These values come from U.S. Census QuickFacts. For a launch, count target restaurants inside proposed route polygons, obtain actual off-premise order volume, map peak pickup times, and test whether weekly orders can grow without route miles outpacing density.
New York creates a real tradeoff. Dense areas can improve deliveries per paid hour and reduce miles per stop, but may carry higher wages, delivery-worker rules, parking friction, and insurance exposure. Lower-cost markets can require longer miles and offer less natural clustering. The model therefore treats density and miles separately instead of applying one statewide cost multiplier.
Watch these early-warning KPIs every week:
- Deliveries per paid courier hour: warn below 2.4; sustained 2.2 makes sustainable Base break-even unreachable without changes.
- Paid miles per delivery: investigate above 3.5; each extra paid mile adds $0.76 cash cost.
- Net realized revenue per delivery: warn below $21.00; a $1.00 change equals about $1,450 per Base month before volume response.
- Courier wage + burden: each $1.00 wage increase adds about $0.44 per Base delivery, or roughly $641/month.
- Merchant concentration and receivable days: large accounts can improve density but create NWC risk when payment terms lengthen.
This is the operating metric most directly tied to courier labor cost per delivery.
Route sprawl immediately raises reimbursement and usually lowers hourly delivery density too.
At 2.2 deliveries/hour and 4.0 paid miles/order, sustainable break-even exceeds the modeled four-courier capacity.
Decision takeaway: fund the Typical scope only after merchant pilots demonstrate Base-like density and an insurance broker confirms the driver-use structure. The working-owner case can be attractive, but the passive margin is thin enough that a local wage overlay, wide service zone, or weak price contract can erase it.
Sources & methodology
Sources, assumptions, and what still needs a local quote
Research was reviewed August 12, 2026. Figures are 2026 USD unless a source period is shown. Official fees stay at published amounts; insurance and several operating lines are modeled allowances; local fees and underwriting remain quote-required. The same independent four-courier, owner-operated, employee-owned-vehicle configuration is used throughout.
Evidence labels mean: Official fee or rule Reported government data Published benchmark Observed market quote Derived calculation Modeled planning assumption Local quote required
| Source / publisher | Geography / period | Evidence type | How used |
|---|---|---|---|
| NY Department of State – LLC formation; publication; biennial statement | New York; current review | Official fee or rule | $200 Articles; $50 certificate; 120-day rule; $9 biennial |
| NY Tax – LLC annual filing fee | New York; current | Official fee or rule | $25 annual fee under modeled disregarded-entity treatment |
| NY DOL minimum wage; occupational wages | New York; 2026 | Official rule / reported government data | 2026 wage floors; $20.50 model wage is separate |
| NY Workers' Compensation Board | New York; current | Official rule | Required worker-coverages gate; carrier pricing quoted |
| NY Tax / DOL employer registration; filing requirements | New York; current | Official rule | UI, withholding, wage reporting |
| NY Tax Bulletin ST-838; taxability guide | New York; current page | Official rule | Delivery-only tax treatment and seller-billed distinction |
| NY DMV insurance; NY DFS minimums | New York; current | Official rule | Auto baseline; business-use/HNOA still quoted |
| IRS mileage rates; Publication 15 | U.S.; Jul – Dec 2026 / 2026 | Official federal benchmark | $0.76 mileage and payroll-tax component |
| U.S. Census QuickFacts – New York | New York; 2022 – 2024 depending metric | Reported government data | Demand/supply proxies; not delivery TAM |
| NY DOL QCEW; Current Employment Statistics | New York; current datasets | Reported government data | Labor/industry validation; no inferred TAM |
| NYC DCWP delivery-service rules; delivery-worker pay; Albany County notices; Suffolk County publications | Selected local examples; 2026/current | Official local rule / directory | Local wage, licensing and publication variation |
| URS Agents publication estimates; registered-agent observation; Onfleet pricing; Square fees | New York samples / U.S.; reviewed Aug 2026 | Observed market quote / published benchmark | Publication basket and software/payment benchmarks; replace with quotes |
Largest uncertainty is the interaction among density, route miles, local worker rules, and insurance pricing. Use this as a first-pass budget and pilot target, not legal advice. Before launch, replace insurance, publication, software, local-permit, and merchant-price assumptions with written quotes or executed terms.