Financial Projections For Start-ups For Start ups - Said Business - PDF Free Download (2024)

FinancialProjections For Start‐ups ForStart ups

Prof.ThomasHellmann UniversityofOxford©2014

• Magicmirrorinmyhand, Magic mirror in my hand whoisthefairestinthe land? • Myqueen,youarethe f i fairestheresotrue. h • ButSnowWhitehasa B tS Whit h thousand times more thousandtimesmore EBITDAthanyou. y

First Mirror Image FirstMirrorImage

Business B i Plan

FP reflect business strategies, t t i milestones milestones, scale and viability

Second Mirror Image SecondMirrorImage

Learning L i about Self

Process of generating FP forces entrepreneurs to reflect on assumptions

Third Mirror Image ThirdMirrorImage

IImage to t Investors

FP reflect to in estors the investors prospects p business p and financial needs; also entrepreneurs’ entrepreneurs financial literacy and conceptual clarity

Limitations • FinancialProjectionsarealwayswrong – Unpredictabilityofstart‐ups – Timinghardtoguess – Bewareoffalseprecision B ff l ii

• FinancialProjectionsarealwaysoutofdate – Goodentrepreneurschangestrategyoften Good entrepreneurs change strategy often – Leanstart‐ups‘pivot’

• FinancialProjectionsarealwaysoptimistic Financial Projections are always optimistic – Codelanguage:“ourprojectionsveryconservative” – Investorsexpectoptimisticprojections – Describethe‘goodcase’,notthe‘averagecase’

• FinancialProjectionsarenotasubstituteforproperfinancial accountingrecordkeeping k

HOWTO HOW TO DEVELOP DEVELOP FINANCIAL FINANCIAL PROJECTIONS?

A Fine Recipe AFineRecipe

Use two pounds of fresh primary market research Mi in Mix i a cup off secondary d market k data d Lightly sprinkle some theoretical reasoning Decorate subtly with wishful thinking Serve hot

Basic Steps BasicSteps • ProjectRevenues Project Revenues • Projectallcosts – Cost Costofgoodsold,Expenses,Developmentcosts, of good sold Expenses Development costs Taxes,etc…

• Buildprojections Build projections – CashFlowStatement – IncomeStatement I St t t – BalanceSheet

• Presentfinancialprojections f l • Managecash

REVENUE REVENUE PROJECTIONS

Revenues Revenues =Price*Volume P i *V l

Define counting unit Definecountingunit • Defineunitsale • Use‘average’transaction • Examples – – – – – – – –

Museum Restaurant Onlinenewspaper O li Onlinevideogame id Nuclearpowerstation F hi Fashionconsultant lt t Militarysubcontractor Etc…

Estimating Prices EstimatingPrices • Customer–centric – Valueproposition – Willingnesstopay – Customersegmentation

• Competitor‐based p – Cost‐qualitycomparison – Marketdynamics Market dynamics – Initialpricingstrategy

• Value‐chainconstraints Value‐chain constraints Supplier costs=$2 t $2

Production costs (COGS) (COGS)= $5

Priceto distributor d st buto =$9

Priceto retailer= eta e $15

Average discounted retailprice t il i =$24

Suggested retailprice eta p ce =$30

Estimating Quantities EstimatingQuantities • Fourapproaches h 1. 2. 3. 4.

Top‐down Bottom‐up Copy‐cat Copy cat More‐of‐the‐same

• Inpractice,usecombination In practice use combination

The S curve TheScurve Revenues

Time

Top down revenue projections Topdownrevenueprojections

Top down revenue projections Topdownrevenueprojections • Definerelevantmarketsegment g • Existingmarkets: – Lookupcurrentmarketrevenues – Projectmarketgrowthrate – Estimateobtainablemarketshare

• (Hopefully)Emergingmarkets: – Estimatepotentialmarketsize – Estimatemarketadoptioncurve(S‐curve) Estimate market adoption curve (S curve) – Estimateobtainablemarketshare

• Classicalmistakes: Classical mistakes: – “EverybodyinChinawillbuyourproduct” – “Weonlyneed1%ofa$1Billionmarket”

Example:AsiaRenalCare p China Population(inmil) Treatmentrate Incidencerate(inmil) PeoplewithESRD Urban population Urbanpopulation UrbanESRD Insured InsuredUrbanESRD Pricepertreatment Averageyearlyvisits Annualrevenueperpatient Total market size Totalmarketsize

1199 19 629 754171 30 00% 30.00% 226251 30.00% 67875 $53 130 $6,890 $467 661 437 $467,661,437

Taiwan

China/Taiwan 21 57.10 630 630 13230 57.00 100 00% 100.00% 13230 17.10 100.00% 13230 5.13 $156 0.34 130 $20,280 0.34 $268 304 400 $268,304,400 1 74 1.74

Based on “Asia Renal Care” HBS Case Study 9-800-243

Bottom up revenue projections Bottom‐uprevenueprojections

Bottom up revenue projections Bottom‐uprevenueprojections • Basicidea – Definebasicunitofproduct/service Define basic unit of product / service – Estimatecustomerspurchasingunits – Multiplybyaverageprice – Estimatecustomergrowthovertime Estimate customer growth over time

• Approachfocusesonabilitytodeliver!

Example: Fast Ceviche Example:FastCeviche • Revenuesfromtypicalcustomer – Ceviche+sidedish+drinks=£10

• Numberofcustomersandhoursofoperations – Lunch:50customers L h 50 t – Afternoon:20customers – Evening:50customers Evening: 50 customers

• Numberofdaysinoperation – 5daysaweek;48weeks y

• Totalannualrevenues – £10*120=£1,200dailyrevenues – £1,200*5=£6,000weeklyrevenues – $6000*48=£288,000yearlyrevenues

• Ramp‐uptototalrevenues?

Combining Top Down and Bottom Up CombiningTop‐DownandBottomUp • ConstructMarketShare:MS=BU/TD Construct Market Share: MS = BU / TD – BU=Bottomupcounting – TD=Topdownmarketsize p

• Case1:MS<10% – Smallmarketshare – Marketsegmentdefinedtoobroadly – Bottom‐upstrategytooconservative

• Case2:10%<MS<100% – Ismarketsharerealistic? – ForMS>50%:whycanyoudominatethemarket F MS > 50% h d i t th k t

• Case3:MS>100% – Stopdreaming:marketdoesn Stop dreaming: market doesn’ttsupportgrowthstrategy support growth strategy

Copy Cats and More of the same Copy‐CatsandMore‐of‐the‐same

Copy Cats and More of the same Copy‐CatsandMore‐of‐the‐same • Industrycomparables • Competitorcomparables • Forestablishedbusinesses:useownrecentgrowthrates • Pastperformanceisnotareliableindicatoroffutureperformance • WorksbestattopofS‐curve

The S curve TheScurve Revenues Over-estimate rapid growth Reasonable R bl estimates ti t off stable growth

Under-estimate Under estimate early growth

Time

COST PROJECTIONS

27

Cost of goods sold (COGS) Costofgoodssold(COGS) • Estimatecostofsourcingphysicalinputs Estimate cost of sourcing physical inputs • Expressas%ofsales,but... • With“increasingreturnstoscale”COGSdecrease with volume, due to input fixed costs, volume withvolume,duetoinputfixedcosts,volume discounts,etc… • With With “decreasing decreasingreturnstoscale returns to scale”COGSincrease COGS increase withvolume,duetocapacityconstraints

• Estimationmethods E ti ti th d • Directcostestimatesfromsuppliersandexperts • Inferredfromcompetitorcostratios

Example CoffeeCostalot: C ff C t l t Marketleader Priceofstandardcup:£4 Costofgoodsold:£2 f COGS/Revenues=50% Grossmarginof100% Profit of £2 per cup Profitof£2percup

CoffeeCheapo: Coffee Cheapo: Start‐upchallenger Cheaperprice:£3 UseCostalotratio:50% Costofgoodssold:£1.5 Grossmarginof100% Profit of £1 5 per cup Profitof£1.5percup

Example CoffeeCostalot: C ff C t l t Marketleader Priceofstandardcup:£4 C Costofgoodsold:£2 f d ld £2 COGS/Revenues=50% Grossmarginof100% Profit of £2 per cup Profitof£2percup

CoffeeCheapo: Coffee Cheapo: Start‐upchallenger Cheaperprice:£3 UseCostalotratio:50% Costofgoodssold:£1.5 Grossmarginof100% Profit of £1 5 per cup Profitof£1.5percup

Example CoffeeCostalot: C ff C t l t Marketleader Priceofstandardcup:£4 Costofgoodsold:£2 f COGS/Revenues=50% Grossmarginof100% Profit of £2 per cup Profitof£2percup

CoffeeCheapo: Coffee Cheapo: Start‐upchallenger Cheaperprice:£3 RealisticCOGS:£2.40 COGS/Revenues=80% Grossmarginof25% Profit of £0 5 per cup Profitof£0.5percup

Expenses • Costoffacilitiesandequipment q p – Rent/lease:recurringexpense – Own:one‐timecapitalexpenditure

• Labourexpenses – Salary,Benefits,Trainingcosts,Bonuses – Stockoptions? S k i ? – Foundersalaries?

• Otherexpenses Other expenses – – – –

MarketingandSales Legal g AdminOverhead Etc…

Budget for founder salaries? Budgetforfoundersalaries? • Beforeoutsidefinancing,foundersalarieslargely meaningless • Outsideinvestorsnottoofondofpayinghighsalaries inearlystages • Foundersneedtosetexpectationsthatonedaythey wanttoeatsomethingbetterthanRamensoup! a o ea so e g be e a a e soup – Writeemploymentagreement – Definefoundersalary Define founder salary – Takereducedsalaryforinitialyears

Development cost projections Developmentcostprojections • “Mundane”set‐upcosts – Legal,Licenses,Officespace,Basics

• Pre‐revenuedevelopmentplan – Shortforrestaurants Sh f – Longforbiotechs

• Maindevelopmentcosts Main development costs – Employees(seeexpenses) – Capitalexpenditures(e.g.equipment) p p ( g q p ) – Costoflicensing‐intechnology,protectingIP

• Definemilestonesandtiming – Definedemonstrableprogressmarkers • Prototype,Betacustomers,etc…

– Difficultyofpredicting‘pivots’ Diffi lt f di ti ‘ i t ’

Taxes etc Taxesetc… • Taxestobepaid – VAT – Corporatetaxes – Industryspecificlevies Industry specific levies

• Taxcredits – Differbycountry,industry,overtime,etc…

• Other – Interestpayments

Example of “operating Exampleof operatingstacks stacks”

100% 90%

15% 10% Netearnings

80% 70%

Overhead 40%

M&S

60%

R&D

50%

COGS

40%

15%

30% 20%

20%

10% 0% %ofrevenues

INTEGRATED INTEGRATED PROJECTIONS

Some useful links Someusefullinks • StanfordTechnologyVentureFormation http://www.stanford.edu/class/msande273/resources.html – PeterKent’sfinancialmodel(toocomplex) – JeffKuhn’smodel(toosimple)

• HellmannModel http://strategy.sauder.ubc.ca/hellmann/ – Goldilockssays:(Justright)

• WWW – Lotsofmodelsfreelyavailable

FundamentalsversusProFormas • Fundamentalprojections: – Bringtogetherallrevenuesandcosts – Payattentiontotimingofcashflows

• ProFormastatements: – IncomeStatement(a.k.a.Profitandlossstatement) • Establishviability&profitability

– Cashflowstatement • Determinefinancialneeds • Monitorsurvival

– Balancesheet B l h t • Estimate“bookvalue” • Resilience Resilience

How long, how often, how detailed? Howlong,howoften,howdetailed? • Length – Minimum1‐2years;typical3‐5years;maximum??? Minimum 1‐2 years; typical 3‐5 years; maximum ??? – Dependsonindustryanddevelopmentcycle • Retail:afewmonths • Software:afewyears • Biotech/Cleantech:afewdecades

• Frequency Frequency – Monthly:“onlytheparanoidsurvive” – Quarterly: Quarterly: “balanced balancedapproach approach”;;stillcapturesseasonality still captures seasonality – Yearly:“bigpicture”

• Detail – Inapresentationonlyshowshighlights – Bereadyforjustifyingeachnumber!

CashFlowForecastingg MonthlyCashBalances

QuarterlyCashBalances 45000

45000

40000

40000

35000

35000

30000

30000

25000

25000

20000

20000

15000

15000

10000 10000 5000 5000 0 0 Q1

Q2

Q3

Q4

Q5

‐5000

CASHFLOW CASH FLOW MANAGEMENT

Working capital Workingcapital • WorkingCapital=Currentassets– Currentliabilities • Ifworkingcapitalpositive:cashburn! g p p – Needcashtorunthebusiness

• Ifworkingcapitalnegative:cashmachine! – Getpaidbeforedeliveringservices p g

• Ingrowingbusiness,positiveworkingcapitalmeanscashburn increasingovertime Beware of the fume date!!! • Bewareofthefumedate!!!

Hellmann’ssHaiku Hellmann Haiku

TAMO = Then A Miracle Occurs TAMO=ThenAMiracleOccurs

Tradecredit • Prerequisites – Repeatpurchasing R h i – Goodcustomerstanding

• Standardizedterms(industryspecific) – Payinlessthanxdaystogetdiscount(1‐d) Pay in less than x days to get discount (1 d)*p p – Payinlessthanydaysandpayinfull(p) – Payinmorethanydaysandpayincurpenalty

• Tradecreditlooksattractivetocash‐ constrainedentrepreneurs • Tradecreditcanbesurprisinglyexpensive T d dit b ii l i – Dothemath!!!

Implied capital cost of trade credit Impliedcapitalcostoftradecredit Discount

Extra Days

1%

2%

3%

5%

10%

15

27.28%

62.40%

107.72%

242.48%

1153.66%

30

12.82%

27.43%

44.12%

85.06%

254.07%

45

8.37%

17.54%

27.59%

50.73%

132.31%

60

6.22%

12.89%

20.05%

36.04%

88.17%

90

4.10%

8.42%

12.96%

22.77%

52.42%

120

3.06%

6.25%

9.57%

16.64%

37.17%

CLASSIC CLASSIC MISTAKES

Classicmistakes(I) • Revenues – Overestimatespeedofrevenues Overestimate speed of revenues – Unjustifiablerevenuespurts – Missingcostsofgeneratingsales – Distinguishlistedandactualaverageprice g g p • Cost – Forgetcostsofrunningbusiness Forget costs of running business – Planforunderutilizedassets – Fulllaborcosts • includingbenefits,training,bonuses,etc…

Classicmistakes(II) • Cashflows – Latepaymentsandcollectioncosts – Underestimatetruecostoftradecredit – Underestimatedelaysinraisingfunding • Overall – Ignoreindustrynorms – Falseprecision – Toomuchdetail – Mismatchbetweenfinancialsandbusinessplan

Final words of wisdom Finalwordsofwisdom Cashflows C h fl aremoreimportant p thanyourmommy!

Thank You! ThankYou! • • • • • •

ThomasHellmann ProfessorofEntrepreneurshipandInnovation SaïdBusinessSchool,UniversityofOxford ParkEndStreet,OxfordOX11HP,UK T:+44(0)1865288937 [emailprotected]

APPENDIX

PRESENTATION PRESENTATION EXAMPLE #1 EXAMPLE#1

FinancialProjection $120 $100 $80

$Millionss

$60 $40 $20 $ $0 ‐$20 TotalRevenue GrossMargin TotalOperatingExpenses IncomeBeforeInt&Taxes

2012

2013

2014

2015

2016

$8,800 ($18,939)

$132,800 ($175,748)

$864,000 ($48,167)

$21,160,000 $9,971,397

$99,550,000 $48,566,526

$2,642,643 ($2,661,581)

$6,339,171 ($6,514,919)

$12,303,334 ($12,351,500)

$21,733,046 ($11,761,650)

$43,654,877 $4,911,649

OperatingStacks 84%

15%

PRESENTATION PRESENTATION EXAMPLE #2 EXAMPLE#2

Financials: Business Model

Unit economics Uniteconomics

Annual Recurring AnnualRecurring

SalePrice:$3250 $

PremiumPackage:$500

UnitCost:$1700

AnnualCosts:

‐ Goggles/Sensor$950 gg / $

‐ ExtendedWarranty Extended Warranty

‐ Gloves$400

‐ LiveTechSupport

‐ Accelerometer$350 Accelerometer $350

‐ TrainingWebsite Training Website

U it Gross Unit G Margin: M i 40%

Financial Model: Assumptions p Product perCustomer per Customer

•1

• 50% UptakeofPremiumPackage • 2% TargetMarketEntryShare

Growth Rate GrowthRate

• 2%+1%nyears 2% + 1%

Inventory

• 10%AnnualSales

Salary

• +5%Annual

S ft SoftwareUpdates U d t

• Quarterly Q t l

ProductIterations

• Every2years

Profit and Loss $MM

Year1

Year2

Year 3

Year4

Year5

Year6

UnitSales

9

862

1679

2934

5478

Head Count HeadCount

5

5

8

13

15

21

Revenue

0.03

2.9

6.0

10.7

20.1

GrossProfit

0.02

1.5

3.2

5.7

10.7

Gross Margin % Margin%

49

49

49

50

51

51

Operating Expenses

0.8

0.7

1.5

1.9

2.5

3.8

EBITDA

‐0.8

‐0.7

1.2

3.2

6.9

N tI NetIncome

‐0.8 08

‐0.7 07

09 0.9

22 2.2

49 4.9

Revenue and Net Income

P b k Payback X

Break Even Break-Even Point X

S d Round Seed R d1 X

X

Operating p g Stacks

PRESENTATION PRESENTATION EXAMPLE #3 EXAMPLE#3

Millions

R Revenue&MarketPenetration &M k P i $160 $160

$152 $152

100% 90%

$140

80%

$116 $116

$ $120

70%

$100

60% $76

$80

50% 40%

$60 $41

$40

30% 30% 23%

20%

15%

$20 $20

10%

8%

$‐

0% 2013

2014

2015

Revenue

2016

2017

MarketPenetration

2018

2019

G GotoMarket M k 2013 Sales

Alpha p customer

Head Count Cou

13

Hardware

First release

Software

Mouse, keyboard

2014

2015 Distributor Phase I

Beta customer

31 Shrink

final

2017

Distributor Phase II

67 Rev 2

PACS specific

2016

102

139

Ongoing development

2 PACS/year

A Assumptions i 25%ofall operations

• 50%‐75%ofoperationsuseimaging. • Halfofthosearelongenough.

33%Distributor Markup

• Retailpriceof$112.50 • Wholesalepriceof$75.00 Wholesale price of $75 00

SlowMedical Market

• 15%penetrationin5years • 30%penetrationin7years

ClassIDevice

• NoFDAapproval No FDA approval • 90daypre‐marketnotification

SteadyAdoption

• Growthrateislinear

Millions

Fi FinancialProjections i lP j i $160 $140 $120 $100 $80 $60 $40 $20 $‐ ‐$20

$ $3.4 ‐$1.4 2013

‐$4.1 2014 Revenue

‐$8.6 2015

$9.6

$16.2

‐$0.8 2016

GrossProfit

2017 EBITDA

2018

2019

O OperatingStacks i S k 100% 26%

14% 18%

80% 16% 60%

14%

28%

45%

40%

15%

18%

18%

30%

22%

22%

21%

25%

26%

35%

35%

34%

40% 20% 0% 2013 R&D

2014

Sales/Marketing

2015 Operations

2016

2017

General&Administrative

F di Mil FundingMilestones 2013 Cash R Reserve

Q1

Q2

Q3

2014 Q4

Q2

13

Hardware

First release

Software

Mouse, keyboard

Alpha customer

Q3

Q4

Q1

Q2

Q3

31

67

Shrink

final

Beta customer

2017

2016 Q4

Q1

Q2

Q3

Q4

Q1

Q2

Q3

Series C $8.5 MM

Series B $ MM $5

Series A $1.5 MM

Head Count

Sales

Q1

2015

Rev 2

PACS specific

Distributor Phase I

102

139

Ongoing development

2 PACS/year

Distributor Phase II

Q4

Financial Projections For Start-ups For Start ups - Said Business - PDF Free Download (2024)

FAQs

How to write financial projections for startups? ›

Creating Realistic Financial Projections for Your Startup
  1. Use your historical data as a baseline. ...
  2. Show all associated expenses required to achieve projected revenue growth. ...
  3. Connect the dots. ...
  4. Be aggressive but realistic. ...
  5. Do your homework and show off your expertise. ...
  6. Iterate until you get it right.
Jun 10, 2024

How to calculate financial projections for a business plan? ›

How to calculate revenue projections
  1. Estimate how much you're going to sell. The first step is to estimate how much of your product or services you're going to sell within your desired period of time. ...
  2. Calculate projected income. ...
  3. Calculate projected expenses. ...
  4. Subtract projected expenses from projected income.

What is an example of a financial projection? ›

A financial projection is an assumption about an entity's future operations and cash flow. For example, a company may assume that their revenues will increase if they release a new product line. Or, a government may assume that if they institute a new tax, that there will be new revenue from it.

How to make a financial plan for a startup? ›

To develop a robust financial plan, startups need to focus on several key components. These components include detailed revenue projections, a thorough expense budget, headcount requirements and hiring plans, income statements, cash flow statements, balance sheets, capital requirements, and fundraising plans.

How to prepare a projected balance sheet? ›

How to create a projected balance sheet
  1. Create a format for the projected balance sheet. ...
  2. Gather past financial statements. ...
  3. Review your past and ongoing assets and liabilities. ...
  4. Project your fixed assets. ...
  5. Estimate the company's debt. ...
  6. Forecast your equity.

What is the formula for the projected financial statement? ›

To create a projected income statement, it's important to take into account revenues, cost of goods sold, gross profit, and operating expenses. Using the equation gross profit - operating expenses = net income, you can estimate your projected income.

What are two one-time expenses that most businesses have? ›

Buying major equipment, hiring a logo designer, and paying for permits, licenses, and fees are generally considered to be one-time expenses. You can typically deduct one-time expenses for tax purposes, which can save you money on the amount of taxes you'll owe.

How do I create a projection spreadsheet? ›

On the Data tab, in the Forecast group, click Forecast Sheet. In the Create Forecast Worksheet box, pick either a line chart or a column chart for the visual representation of the forecast. In the Forecast End box, pick an end date, and then click Create.

How do you calculate financial projections in Excel? ›

Create a financial projection in Excel from scratch
  1. Open an Excel sheet with your historical sales data.
  2. Select data in the two columns with the date and net revenue data.
  3. Click on the Data tab and pick "Forecast Sheet."
  4. Enter the date your forecast will end and click "Create."
  5. Title and save your financial projection.
Jan 27, 2022

How do you create a financial model for a project? ›

How to Build a Financial Model in 6 Steps
  1. Gather historical data. You'll need at least the last three years of financial data for the company.
  2. Calculate ratios and metrics. ...
  3. Make informed assumptions. ...
  4. Create a forecast. ...
  5. Value the company. ...
  6. Review.
Jul 18, 2024

What is the difference between a financial model and a financial projection? ›

While projections determine the long-term goals and expectations of the business, financial models help to make important business decisions. As an example, a revenue model within the financial model will show the inner workings of how the business will actually generate sales.

What is financial projection in entrepreneurship? ›

Financial projections are documents that financial managers create to forecast the future income and expenses of a company. Companies often use these as the basis for making decisions about how to invest or manage their budgets and operating plans.

How do you create a projected balance sheet for a startup? ›

How to create a projected balance sheet
  1. Create a format for the projected balance sheet. ...
  2. Gather past financial statements. ...
  3. Review your past and ongoing assets and liabilities. ...
  4. Project your fixed assets. ...
  5. Estimate the company's debt. ...
  6. Forecast your equity.

How to do a cash flow projection for a startup? ›

How to Create Accurate Cash Flow Projections for Startups
  1. Step 1: Analyze Past Cash Flows. Understanding historical cash flow trends is essential. ...
  2. Step 2: Identify Cash Inflows and Outflows. ...
  3. Step 3: Consider Various Scenarios. ...
  4. Step 4: Use Cash Flow Forecasting Tools. ...
  5. Step 5: Regularly Update Projections.

How do you evaluate a startup financially? ›

How to Value a Startup — 10 Real-World Valuation Methods
  1. Standard Earnings Multiple Method. ...
  2. Human Capital Plus Market Value Method. ...
  3. 5x Your Raise Method. ...
  4. Thinking About The Exit Method. ...
  5. Discounted Cash Flow Method. ...
  6. Comparison Valuation Method. ...
  7. Customer-Based Corporate Valuation Method. ...
  8. Combo Platter Method.
Mar 16, 2022

How to forecast revenue for a startup? ›

How To Forecast Revenue
  1. Gather accurate financial data. ...
  2. Choose the time period. ...
  3. Consider internal factors that can affect growth. ...
  4. Account for external factors. ...
  5. Research constraints and risk factors. ...
  6. Select software to support forecasting. ...
  7. Choose forecasting methods. ...
  8. Monitor your forecast.
May 10, 2024

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