波士顿咨询 从战略到规模 为什么交付在数字农业中很重要 From Strategy to Scale Why Delivery Matters in Digital Agriculture

FromStrategytoScale

WhyDeliveryMattersinDigitalAgriculture

January2026

ByNirikshaShetty,JonathanLehe,HabtamuYesigat,AshishKamraZoeKarl-Waithaka,SonyaHoo,AkshayPantandEricMurithi

BostonConsultingGroup

BostonConsultingGrouppartnerswithleadersinbusinessandsocietytotackletheirmostimportantchallengesandcapturetheirgreatestopportunities.BCGwasthepioneerinbusinessstrategywhenitwasfoundedin1963.Today,

weworkcloselywithclientstoembraceatransformationalapproachaimedatbenefitingallstakeholders:empoweringorganizationstogrow,buildsustainablecompetitive

advantage,anddrivepositivesocietalimpact.

Ourdiverse,globalteamsbringdeepindustryandfunctionalexpertiseandarangeofperspectivesthatquestionthe

statusquoandsparkchange.BCGdeliverssolutions

throughleading-edgemanagementconsulting,technologyanddesign,andcorporateanddigitalventures.Weworkinauniquelycollaborativemodelacrossthefirmand

throughoutalllevelsoftheclientorganization,fueledbythegoalofhelpingourclientsthriveandenablingthemtomaketheworldabetterplace.

PrecisionDevelopment

PrecisionDevelopment(PxD)isaglobalnonprofit

organizationthatactsasabridgebetweensmallholder

farmersandtheinnovationstheyneed.Wedesign,test,iterateandscaleservicesthatenablefarminghouseholdstomanagerisksandincreasetheirincomes.Wealso

advisegovernmentsondigitalagriculturestrategy.

Ourprimaryinnovationhasbeenprovidinghigh-impactdigitalagriculturalinformationtosmallholderfarmersviamobilephones.Evidencefromrandomizedevaluations

showsthatPxD’sservicesimprovefarmers’production,profits,andclimateresilienceandareextremelyscalableandcost-effectivetodelivertomillionsoffarmers.

Contents

Introduction:01

UnlockingthePowerofDigitalAgriculture

FromPlanstoProgress:03

PoweringDeliveryThroughDAUs

DesignforDelivery:04

ArchetypesofDigitalAgricultureUnits(DAUs)

EmergingModelsofDigitalAgricultureUnits:06

HowGovernmentsareOrganizingforDelivery

FromDesigntoDelivery:08

WhatEnablesSuccessfulDigitalAgricultureUnits

CalltoAction:09

FromVisiontoScaledImpact

Introduction:

UnlockingthePowerofDigitalAgriculture

WhyDigitalAgriculture

Acrosslow-andmiddle-incomecountries,smallholderagricultureremainsthebackboneoflivelihoods,foodsecurity,andnationaleconomies.Yetfarmerscontinuetofacepersistentchallengessuchasfragmentedvalue

chains,limitedaccesstotimelyandaccurateadvisory

services,lackofaccesstohigh-qualityinputsandcredit,andgrowingclimatevolatility.

SimpledigitaltoolssuchasSMS-basedadvisory

platforms,interactivevoiceresponse(IVR)systems,

andmobile-enabledfarmerregistriesareproving

powerfulinaddressingtheseconstraints.Thesesolutionscansignificantlybenefitfarmerswhileenabling

governmentsanddevelopmentpartnerstoreach

themfaster,atlowercost,andwithgreaterprecision.Theyoftenserveastheentrypointforbroaderdigitalecosystems.Asdigitalecosystemsmature,more

advancedtechnologiessuchasAl-poweredweather

forecastinganddigitalcreditscoringarebeinglayered

intodrivefurtherprecisionandpersonalization.

InEastAfrica,VirtualAgronomistillustratesthispotential,deliveringdigitaladvisoryservicesatroughlyone-tenth

thecostoftraditionalextension(aroundUSD1-2perfarmerperseason),andhelpingfarmersincrease

yieldsbyupto1.4-1.9xforcropssuchasmaize,rice,sunflower,andsorghum¹.Meanwhile,inIndia,Krishi

Samruddhi(formerlyAmaKrushi)inOdishastate,

reachesapproximately7.9millionfarmersatacostofUSD0.15perfarmer,helpingtoreduceseverecroplossesby10%andpest-relatedlossesby26%².In2025,India'sMinistryofAgriculture&Farmers'Welfare(MoA&FW)

alsodisseminatedAl-poweredseasonalweatherforecaststonearly38millionfarmersacross13statesviaSMS

(m-Kisan),enablingplantingdecisionsbasedonlongerleadforecasts³.

Together,theseexamplesillustratehowwell-designeddigitalsolutions,whenbuiltforscaleandinclusivity,

canreshapehowagriculturalservicesaredeliveredandamplifytheirimpact.Theyarenotincrementaladd-ons,butcatalystsforsystem-widetransformation.Digital

agriculturehasthepotentialtoincreaseagricultural

GDPinlow-andmiddle-incomecountriesbyuptoUSD500billionannually⁴,providedsolutionsareeffectively

scaled,widelyadopted,andprovenintheirimpact.Beyondproductivitygains,italsooffersauniqueopportunityto

promoteinclusionandequity,particularlyforwomenandyouth.

Asdigitalagriculturegainstraction,manycountriesare

developingoverarchingstrategiesor“roadmaps”toguide

investmentandcoordinateaction.Theseframeworks

setoutasharedvisionforhowdigitalcanaccelerate

transformationacrosstheagriculturesector.

1.

https:///impact/

2.

/topic/agriculture/customised-agricultural-advice-scale-how-digital-extension-helps-indian-farmers

3.

.in/PressReleasePage.aspx?PRID=2166074&utm®=3&lang=2

4.

/wp-content/uploads/2023/11/State_Digital_Agriculture_Sector_Report_En.pdf

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE1

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE2

DigitalAgricultureRoadmapsasastartingpoint

Overthepastfewyears,Ethiopia,theIndianstateof

Odisha,andtheAfricanUnionhavelaunchedDigital

AgricultureRoadmaps,whileKenya,Nigeria,andIndia(atthenationallevel)areadvancingsimilarefforts

throughdraftstrategiesandpolicyframeworks.Theseinitiativesreflectagrowingrecognitionthatdigitaltoolsandinformationcanplayapivotalroleintransformingagriculturesystems.

DigitalAgricultureRoadmapsarepowerfulinstrumentsforaligningvision,guidinginvestment,andstructuring

implementation.Whenwelldesigned,theyprovideaclearframeworkto:

·Alignministries,developmentpartners,andprivatesectoractorsaroundasharedvision

·Prioritizeusecasesandenablinginitiativesbasedonnationalpriorities,farmerneedsandlocalcontext

·Sequenceandsupportdeliveryfromfragmentedpilotstoscaledoutcomes

●Enablecoordinatedinvestmentandresults-basedplanning

Yetstrategiesalonecannotdeliverimpact.In

manyinstances,digitalinitiativesremainfragmented,underfunded,andweaklyadopted.Globally,adoptionofdigitalagriculturetoolsamongsmallholderfarmersremainslow,typicallyunder15%.Whileprecise

estimatesofthefundinggapfordigitalagriculturearenotreadilyavailable,OECDdataindicatesthatbetween

2019and2021thepublicsectorinvestedonlyUSD17billioninagriculturaldigitalinfrastructureacrossOECD

countries.Thisrepresentsjust2%oftotalagriculturalspending,underscoringdigitalagriculture'ssignificantunderfunding⁵.Asaresult,implementationoftenstalls,promisingpilotsfailtoscale,andsmallholderfarmers(especiallywomenandmarginalizedgroups)continuetobeleftbehind.Thispersistentstrategy-to-delivery

gaphasbeenobservedacrossmultiplecontexts

regardlessofstrategyqualityandstemsfromalack

ofdedicateddeliverycapacity,sustainedcoordination,

idrtahtiilpaie.thanstrongerplans.

Itrequiresdedicateddeliverycapacitythatcan

coordinateacrossactors,alignincentives,troubleshootimplementation,andtrackprogresstowardresults.

ThisiswhereDigitalAgricultureUnits(DAUs)comein.

5.

/wp-content/uploads/2023/11/State_Digital_Agriculture_Sector_Report_En.pdf

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE3

FromPlanstoProgress:

PoweringDeliveryThroughDAUs

DAUsareemerginginstitutionalmodelswithin

governmentsornationalprograms,designedtotranslatedigitalagriculturestrategiesintotangibleoutcomes.They

serveasdedicatedenginesthatcoordinatestakeholders,supportdelivery,anddriveaccountabilityacrossministries,

developmentpartners,andtheprivatesector.

Buildinguponlessonsfromdeliveryunitsinagricultureandothersectors,DAUsareincreasinglybeingusedtohelpgovernmentsmovefromplanningtoaction.Well-designedDAUstypicallyperformfourcorefunctions:

·Investment-orientedplanning:Turningnational

orsub-nationalroadmapsintoactionableandfinanciallyviableimplementationplans,includingidentifying

priorityusecasesandbuildingthebusinesscasesneededtomobilizepublicandprivateinvestment.

·Stakeholdercoordination:Conveninggovernmentagencies,developmentpartners,andprivatesector

actorstodrivealignmentonpriorities,reduce

duplication,andchannelcollectiveresourcestowardhigh-impactinitiatives.DAUscanalsostrengthen

informationflowacrossinstitutions,helpingensure

thatdecisionsarebasedonshareddataandevidence.

·Deliverysupport:Tacklingoperationalandinstitutionalbottlenecks,includingsupportingtheresolution

ofgovernmentalconstraints,facilitatingaccessto

resources,andflaggingmajordeliveryneedssuchaslast-mileservicedeliveryforhard-to-reachpopulations,digitalliteracychallenges,ordataconnectivitygaps

inspecificareas.

·Accountabilityandvisibility:Establishingsystems

totrackimplementationandresults,usingdashboards,deliverytrackers,andotherdatatoolstomonitor

progress,flagrisksearly,andcommunicateoutcomestodecision-makersandthepublic.Thistransparencyhelpsmaintainmomentum,buildtrust,andattractcontinuedinvestment.

WhileDAUstendtoshareacommonmandate,

theirstructureandsetupcanvary.ThewayaDAUis

designed,includingitsinstitutionalanchoring,mandate,andresourcingmodel,iscriticaltoitseffectiveness.

Establishingtherightdesignearly,tailoredtoeach

country'scontextandneeds,enablestheunittodeliveronitsmandatewithclarity,authority,andlastingimpact.

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE4

DesignforDelivery:

ArchetypesofDigitalAgricultureUnits(DAUs)

ADAU'seffectivenessultimatelydependsonits

institutionaldesign:howitispositioned,governed,

andresourcedwithinthebroaderpublicsystem.Thesedesignchoicesneedtoreflectacountry'scontext,forexample,administrativestructure,policypriorities,

andimplementationcapacity.

Figure1belowoutlinesfivekeydimensionsacrosswhich

designchoicescanbemadewhenestablishingaDAU.

Thesedimensionsshapewheretheunitisanchored,

whatitisaccountablefor,howitdeliversonitsmandate,

andhowitisstaffedandsustained.Together,theyoffer

andtonavigatethetrade-offsthatinfluenceperformance

ausefullenstotailorinstitutionalmodelstolocalcontext

andlong-termsustainability.

EXHIBIT1

DesigndimensionsforDAUarchetypes5coredesigndimensionstoclassifyDAUarchetypes

Structure

Dimension

Description

Institutionalset-up

1

Institutionalanchoring

·DefineswheretheDAUislocated,withinaministryorasanindependententity

·DeterminesthelevelofautonomytheDAUhastoshapeitsagendaanddrivechange

·InfluenceshowseamlesslytheDAUintegrateswithbroadergovernmentsystemsandprocesses

2

Reporting

line

·DefinestheauthorityleveltowhichDAUreports(e.g,Mnister,seniorofficial,ortechnicalunit)

·DeterminestheDAU'saccesstodecision-makersandabilitytoadvancecross-sectorinitiatives

·nfluencesitsroleandvisibilityinpolicydialogueandinter-ministerialcoordination

Mandate

andscope

3Dy

·DefineswhethertheDAU'sroleislimitedtocoordinationorincludesdirectimplementation

·Deteminesthescopeofresponsibilbities,frompolicydesigntodeliverymanagement

·Influencesthepartnerships,capabibities,andoperatingmodeltheDAUwillrequire

4

Jurisdictionalscope

·Definesthegeographiccoverage,nationalorsubnational(e.g.,regional/statelevel)

·Determinesalignmentwiththedegreeofdecentralizationinthecountry'sgovernancesystem

·InfluenceshowtheDAUengageswithlocalgovernments,institutions,andstakeholders

Resourcing

5Resing

·Definesthecompositionoftheteam,civilservants,externalexperts,orblendedstaffing

·DeterminestheDAU'sagility,technicaldepth,andinstitutionalmemory

·nfluencesrequiredstafingbudgetandwhethercostsaregovernment-fundedorpartner-shared

Institutionalanchoring:WhereaDAUisplacedshapesitsauthorityandintegration

intothelargerecosystem.Locatingitinthe

MinistryofAgriculture(MoA)canstrengthenalignment

withagriculturalprograms,especiallyinearlyphases

whensystemsaresectorspecific.However,MoAsoften

facecapacityconstraints,andanalternativeanchoring

inacentralbodythatmighthavemorecapacity(e.g.,

Presidency,Planning,ICT)orasanindependentunit

canofferstrongeroversight,morecross-sectorreach,

andfasterdelivery.Thereisnosingle“best”optionand

countriesneedtobalancesectorownership,technical

capability,andpoliticalvisibilitybasedonlocalcontext.

Insomecases,splitmodelswithdeliveryteamsembeddedinMoAsandcoordinationledcentrallycanbeeffective

aswell.

Reportingline:Directreportingtoasenior

politicalfigure,suchasaMinisterorPresident’soffice,givesDAUstheauthoritytocoordinate,

shapedecisions,andmaintainmomentum.Thisis

especiallycriticalinearlyphaseswhenreformsare

politicallysensitiveorfast-movingandrequirequickwinstodrivemomentum.Overtime,reportingmayshiftto

technicalministries,butmaintaininghigh-levelvisibility

helpssustainalignment.Notably,evenifplatform

governancetransitionstoICTordigitalagencies,havingdedicateddigitalcapacitywithinMoAsremainsimportanttoensurelong-termcontinuity.

Deliverymandate:DAUscanserveas

coordinators,implementers,orfollowahybridmodel.Incontextswherestrongdelivery

partnersalreadyexist,DAUsmayfocusprimarilyon

drivingalignment,settingstandards,andcoordinating

investments.Whereownershipofkeydigitalpublicgoodsislimited,DAUsmaydirectlyleaddeliveryforinitiatives

suchasregistriesorpublicadvisoryplatforms.OftenDAUstendtoevolveintothehybridmodel.Overalldelivery

mandatesneedtoreflectgapsintheecosystemandbedesignedtoavoidduplication.

Jurisdictionalscope:DAUsatthenationalleveloftendefinevision,setstandards,and

managesharedplatforms.Infederalordevolvedsystems,impactrequiresstrongsub-nationalengagement,viaembeddedteams,coordinationstructures,ordevolveddeliverychannels.Jurisdictionalscopeshouldalsoextendbeyondthepublicsector.Ensuringengagementwiththe

privatesectorthroughadvisoryforums,publicprivate

partnerships(PPPs),andcoinvestmentplatformscan

unlockinnovation,mobilizecomplementarycapabilities,andacceleratescale.Overfocusingonpublicactorsaloneincreasestheriskoffragmentation,duplication,and

missedopportunitiesfortransformativeoutcomes.

Resourcingmodel:Mostgovernmentsfacegapsintechnicalcapabilitiessuchasdigital

systems,datainfrastructureandAI.Hybrid

ProjectManagementUnit6(PMU)teamsthatcombine

publicofficialswithexternallysecondedorembedded

expertsofferapracticalwaytodeliverquicklywhile

buildinginstitutionalcapacity.WhilesomeofthePMUs

havebeentime-bound,othershaveevolvedintoenduringstructuresembeddedwithingovernmentsystems.The

resourcingmodelalsoshapeslong-termfinancing,whether

throughgovernmentbudgets,structuredPPPs,orco-fundingarrangementsthatsustaindeliverycapacityovertime.

Thesedesignchoicesareinterdependentandshould

evolvewiththecountry’scontext.ADAUmightbegin

asalean,centrallyanchoredteam,andlaterexpandintoahybridstructureordevolveclosertoimplementation.

Whatmattersmostisintentionality,designingamodel

thatfitstoday’sneedsandcanadaptassystemsmatureandevolveovertime.

1

2

3

4

5

6.ProjectManagementUnits(PMUs)areteamsdevelopedtomanage,guide,andmonitortheimplementationofthecountry'sdigitalagricultureroadmap(DAR),especiallyinitsearlystagesbeforetheestablishmentofapermanentdigitalagricultureunit(DAU)

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE5

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE6

EmergingModels

ofDigitalAgricultureUnits:

HowGovernmentsareOrganizingforDelivery

EXHIBIT2

DAUdesignchoicesbycountries⁷

Institutionalset-up

Institutionalanchoring

Fullyembedded

Semi-autonomousIndependent

Reportingline

ToMinisterofAgriculture

TosteeringcommitteeToadivision

chairedbycabinetsecretariatwithintheMinistry

Mandate

andscope

Deliverymandate

Coordinates

only

Hybrid

Direct

implementation

Jurisdictionscope

National

Sub-national

Resourcing

Resourcingmodel

Mostlystaffedwithgovernmentresources

Benin'sDAUisstiearly-stage,design

llinmay

Mostlystaffedwithexternalresources

Hybridchangeovertime

Source:EthiopiaDigitalAgricultureRoadmap2032;DFSOdishaRoadmap2023;WorldBankDigitalAgricultureRoadmapPlaybook;NationalStrategyfore-AgricultureinBenin2020-2024;BCGAnalysis

7.Thedesignchoicesoutlinedaboveareexpectedtoevolvefurtherascountriesprogressfromdesigntoearlyimplementationtoinstitutionalization

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE7

InstitutionalSetup:

HowcountriesarestructuringDigitalAgricultureUnits

DAUsareembeddedininstitutionalarrangements

thatreflecteachcountry’sgovernancecontextandare

designedtoensurestrongcoordinationacrossministriesandpartners.

InEthiopia8andIndia9,DAUsareanchoreddirectly

withintheMinistriesofAgriculture,reportingtosenior

leadership.Thissetupgivesthemtheauthoritytodrive

cross-agencycollaborationandleadsystems-levelreformsincludingoversightofdigitalregistries,extension

platforms,andpublicdatainfrastructure.

InBenin,bycontrast,governanceiscoordinatedthroughaSteeringCommittee,chairedbytheMinisterofAgricultureandco-chairedbytheMinisterofDigitalEconomy,and

supportedbyaTechnicalCommitteethatbringstogethergovernmentagenciesandcivilsociety.10Thismayreflectadeliberatechoicetomaintainbroaderstakeholderinclusionoramoreconsensus-drivenapproachtoimplementation.

MandateandScope:CoordinationFirst,

withTargetedDelivery

IncountrieslikeBenin,Ethiopia,andIndia,DAUs

areprimarilypositionedtoenablecoordinationand

stewardshipbyaligningstakeholders,settingnational

standards,andoverseeingshareddigitalpublicgoodssuchasfarmerregistries,advisoryplatforms,anddatasystems.Whilesomedeliveryfunctionsremainwithinlineministriesorpartnerinstitutions,DAUsprovidecoherenceand

strategicdirectionacrosstheecosystem.Kenya’splannedDAU,whileatanearlystage,mayfollowasimilarlogic:

aleancentralcoordinationunit,withactualdeliveryto

beexecutedthroughspecializedgovernmentdepartmentsandimplementingpartners.

InIndia,forexample,whiletheDAUsupportedby

PrecisionDevelopment(PxD)playsastrongcoordinatingrole,coredeliveryresponsibilitiesforAgriStack

componentsliewithcentralgovernmentinstitutions,

particularlytheMinistryofAgriculture&Farmers'

Welfare(MoA&FW)anditstechnicaldepartments.

Theseagenciesleaddevelopmentandrolloutofkeydigitalpublicinfrastructuresuchasthefederatedfarmerregistry,cropsowndatabase,andvillagemapsunderscoringhow

DAUscancomplementbutnotreplacebroadergovernmentdeliverycapacity.

Jurisdictionally,DAUsoperateatbothnationaland

sub-nationallevels.EthiopiahasestablishedaDAUat

thenationallevel,whileIndiaillustratesadualapproachofbothnationalandsub-nationaljurisdictionscope,

asseenatthenationallevelandinthestateofOdisha.

Despiteslightdifferences,effectiveDAUstendtoblendstrategiccoordinationwithselectivedeliveryoversight,ensuringthatdiverseactorsacrossgovernment,privatesector,anddevelopmentpartnersoperatewithin

acoherent,result-drivenframework.

Resourcing:

HybridTeamsfor

SustainedCapability

EarlyDAUmodelshavecommonlyadoptedhybrid

staffingapproachesthatblendcivilservantswith

secondeesandtechnicalexpertsfromdevelopment

partnersorspecializedorganizations.Thisconfigurationmaintainsgovernmentownershipwhileensuringaccesstocutting-edgetechnicalexpertise.

InEthiopia,forexample,therecentlyformedPMUis

staffedbyablendedteamofcivilservantsandsecondeesfromorganizationssuchasPxDtosupplementshort-termcapacity,withthegoaltocreateafullygovernment-led

DAUinthelongterm.Thesearrangementshave

acceleratedroadmapimplementationandenhanced

institutionalcapacitywithingovernment.InIndia,the

DAUmodelalsoblendsinternalandexternalcapacity.

Whileitreliesmoreheavilyongovernmentpersonnel,

itdrawsonexternalexpertsfromPxDandothersfor

technicaldomainssuchasdataanalytics,benchmarking,anddigitaladvisorysystems.InBenin,whileatanearly-stage,asimilarhybridmodelistakingshapethrough

multi-stakeholdercommitteesandpartnerengagement,reflectinganearly-stageofinstitutionaldevelopment.

Kenya’sproposedDAUalsofollowsacomparable

approach,featuringaleancoreteamsupportedby

technicalexpertsandimplementingpartners,adesignaimedatbalancingflexibility,capacity-building,

andlong-termsustainability.

Thesehybridmodelssupport“learningbydoing”,buildingtechnicalcapabilitywithingovernmentwhilesustaining

deliverymomentum.Overtime,DAUsmayshifttowardgreaterrelianceonlocallysourcedtalent.However,fullygovernment-staffedunitsarenottheonlydesirableendstate.Inmanycontexts,long-termsustainabilityisbetterachievedthroughPPPsorotherhybridresourcingmodelsthatpreserveagility,fosterinnovation,andensure

continuedaccesstospecializedskills.

8..et/wp-content/uploads/2025/04/Digital-Agriculture-Roadmap-Ethiopia.pdf

9..in/sites/default/files/2025-10/Reimagining_Agriculture_Roadmap_for_Frontier_Technology_Led_Transformation.pdf

10.Stratégienationalepourl’e-AgricultureauBénin2020-2024

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FromDesigntoDelivery:

WhatEnablesSuccessfulDigitalAgricultureUnits

Earlyexperiencefromcountriesshowsthatbuildingan

effectiveDAUdependsasmuchonincentives,behavior,andpracticalcoordinationmechanismsasonformal

structure.Evenwiththerightmandate,DAUscanstruggleiftheyadoptapolicingorregulatorymindset,ifpartneranddonorinitiativesremainunaligned,orifinstitutionalarrangementsarecreatedonlyafterstrategicroadmap

planningiscomplete.Thefollowingdesignprinciples

outlinepracticalstepstoavoidthesepitfalls,ensuringthatDAUsarepositionedtocoordinateeffectively,alignincentivesacrossactors,andmaintaincontinuityfromstrategytoexecution.

1lii,

development:Momentumcanbelostwhena

DigitalAgricultureRoadmap(DAR)isfinalizedbeforeinstitutionalownershipisinplace.TheDAUshouldbegintakingshapeduringorevenbeforeDAR

development,ensuringthatinstitutionaldesign,

leadershipownership,andcapacityplanningevolveinparallelwithstrategicformulation.Evenasmall,embeddedteamorsinglechampionthatparticipatesfromthestartoftheroadmapdesign,canpreserveinstitutionalmemory,sustainpartnerships,and

ensureasmoothtransitionfromstrategytodelivery.

2ltillin:lU)'s

legitimacydependsonbeingseenasanenabler,

notanenforcer.Whenpositionedasaregulatoryor

approvalbody,itrisksslowingprogress,discouraging

3

innovation,andcreatingfrictionwithotherdeliveryentities.ThemosteffectiveDAUsinsteadactas

facilitatorsofcollaboration,conveningministries,

partners,andprivate-sectoractorsaroundasharedvision,priorities,andcommonstandards.However,coordinationaloneisinsufficientwithouttheright

incentivestructures.Forexample,fundersand

implementerscouldbeencouragedtoshare

informationbylinkingdashboardparticipationto

benefitslikepublicvisibility,targetedoutreach

fromthePMU,orinclusioninstrategicconvenings.Attheinstitutionalorstafflevel,incentivescould

includeembeddingsharedKPlsinsecondees'termsofreferenceorrequiringjointreportingaspartof

fundingagreements.Thesemechanismshelpalignfragmentedactorsaroundcommonoutcomes.

Embedvisibilityandaccountabilityfrom

dayone:Todriveimplementationandsustain

politicalmomentum,DAUsshouldcreatevisibilityaroundprogressandresults.Withoutcleartrackingsystems,deliverymilestonescanbemissed,risks

gounnoticed,anddecision-makersloseengagement.Earlyinvestmentinbasicprogrammanagement

includingdashboards,progresstrackers,and

owner-specificmilestones,enablesreal-time

problem-solvingandcollectiveaccountability.

ExamplesfromIndiaandEthiopiashowthatevenlight-touchdeliverytrackingtoolscanhelpDAUsmonitorperformanceacrossroadmapusecasesandconvenemoreproductivereviewsessions

withgovernmentleadersandpartners.

BOSTONCONSULTINGGROUPANDPRECISIONDEVELOPMENTFROMSTRATEGYTOSCALE:WHYDELIVERYMATTERSINDIGITALAGRICULTURE9

CalltoAction:

FromVisiontoScaledImpact

Unlockingthefullvalueofdigitalagriculturenowrequiresadecisiveshiftfromplanningtosustaineddelivery.

Countriesthatleadwillinvestnotonlyinstrongstrategies,butalsointheinstitutionalcapacitytoexecutethem.

Thi