56 Business TheEconomistJanuary29th 2022
ingin(lowcode).Under the hood, this is
translated into prewritten or automatical
ly generated code, which then whirs away.
Such tools are in hot demand. Just 25m
people around the world are fluent in stan
dard programming languages, reckons
Evans Data Corporation, a research firm—
one for every 125 people in the global work
force and 1.4m fewer than needed. That
shortfall will rise to 4m by 2025, says idc, a
research firm. lc/ncproducts expand the
pool of coders to “lineofbusiness” em
ployees who seldom speak c++, Java or Py
thon. And beyond. Cheryl Feldman went
from a junior position in a hair salon to a
technical career at Salesforce, a software
firm, thanks to lc/nc. Samit Saini changed
jobs after 13 years as a security guard at
Heathrow to become an “it solution spe
cialist” at the airport after making software
on Microsoft’s Power Apps.
Overcoming language barriers
idcreckons the low/no coders numbered
2.6m globally in 2021. It expects their ranks
to swell by an average of 40% a year until
2025, three times as fast as the total devel
oper population. The number of organisa
tions using Power Apps more than doubled
in 2021. It now has 10m monthly users.
basf, a chemicals firm, uses it to let
122,000 workers write software. A study
last year by AiteNovarica Group, a consul
tancy, found that over half of American in
surers have deployed or plan to deploy lc/
nc. Unqork, a nocode startup valued at ov
er $2bn and backed by Goldman Sachs, is
convincing other financial firms to take
the plunge. Mr Lamanna envisages a global
population of a billion low/no coders.
The dream of codelessness is not new.
Tony Wasserman of Carnegie Mellon Uni
versity’s branch in Silicon Valley dates it
back to the concept of “automatic pro
gramming” in the 1960s. Since then succes
sive waves of simplification and abstrac
tion have made life easier for programmers
by distancing coding languages further
from the machine code understood by
computer hardware. In the early 1990s
Microsoft tried to simplify things further
by launching Visual Basic, an early stab at
lc/nc. In the next decade firms like App
ian, Caspio, Mendix and Salesforce began
offering products aimed expressly at line
ofbusiness types.
Recently lc/nc’s potential has been un
locked by the cloud, which lets people con
nect to data easily and collaborate in real
time, says Ryan Ellis, who leads lc/ncpro
ducts at Salesforce. Last year Amazon Web
Services (aws), the online giant’s cloud
computing arm, introduced Amazon Sage
Maker Canvas, a set of tools that lets people
deploy machinelearning models without
writing code. It also offers Honeycode, a
nocode app builder, in beta version.
lc/ncused to be chiefly about making
pro devs more efficient. Now it is also
about pulling more humans into creating
applications, says Adam Seligman of aws.
In terms of impact, he says, the latest wave
“will race higher up the beach”. For one
thing, firms in a hurry to digitise appreci
ate that when lineofbusiness people de
sign software, it speeds things up. “A field
worker making something for other field
workers is hugely valuable as the feedback
loop is faster,” says Adam Barr, a former Mi
crosoft pro dev and author of “The Problem
with Software: Why Smart Engineers Write
Bad Code”. As digital natives enter the
workforce they are also demanding auto
mation of repetitive or manual dataentry
tasks, often on pain of walking out.
In addition, lc/ncis fast becoming the
secret sauce in modern software develop
ment, notably in machine learning, says
Arnal Dayaratna of idc. The mastery of Py
thon or Java required for this type of artifi
cialintelligence (ai) software is daunting
even for pro devs. Bratin Saha, who over
sees aws’s machinelearning services,
wants SageMaker Canvas to empower reg
ular business analysts—from marketing or
finance, say—to deploy machine learning.
That could increase the number of aispe
cialists available to businesses by an order
of magnitude, he predicts.
Some scepticism is warranted. Just be
cause nonprogrammers are able to build
an application with lc/nctools does not
mean it will be any good, says Mr Wasser
man, just as bugridden spreadsheets yield
faulty results. They could also become a
headache for corporate itdepartments if
citizen developers collect customer data
that are worthless or, worse, that violate
privacy. Especially with no code, business
es can find that the functionality they need
does not yet exist. Nocode platforms
make the first 90% of delivering a useful
application easy, and the last 5% often im
possible, says Tim Bray, a pro dev formerly
ofaws. Andmanyprodevsremainresis
tant.Althoughtheyturntolc/nctosim
plifysometasks,plentyofprosseeit asthe
programmingcousinofpinitonneckties,
inthewordsofonecommentator.Some
worry that specialising in lc/nc makes
themlooklikedilettantes,reportsMrBarr.
lc/ncwillnotdisplace“full”codingal
together,asitsevangelistsinsist.Prodevs
willcontinuewritingtheirfirms’corepro
ductsandmissioncriticalenterprisesys
tems.Buttheywillincreasinglybecomple
mentedbylegionsofenterprisinglineof
businessworkerswitha softwaredevelop
mentstringtotheirbow.Foremployers,
thismeansgreaterproductivity.Forem
ployees,itcouldbelifechanging.In 2019
theTelstratechnicianbecameseniorbusi
ness specialistfor fielddigitisation and
hassincebeenpromotedagain.n
Calling all coders
Theshortageeconomy
Morepain,nogain
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upplychainshaveseldomfeaturedin
companies’ earningsreports overthe
threedecadessinceglobalisationtookoff
inearnest,savefortheoccasionalmention
ofthebenefitsoflowcostsandleaninven
tories.Thisearningsseason,though,co
vidinducedshortagesareamongthefirst
problemsmentionedbymanyfirms.The
Omicronvarianthasworsenedthelogjams
byforcingworkers,inmanyindustriesand
thelogisticsbusinessthatweavesthemto
gether, to quarantine. And shortages of
bothstaffandmaterialsarecontributingto
inflation,raisingcostsacrosstheboard.
OnJanuary25thdisappointedinvestors
sentge’s sharepricedownby6%afterLar
ryCulp,theindustrialicon’sboss,saidthat
supplychain “headwinds” had hit its
Whysupply-chainproblemsaren’t
goingaway
Getting high on short supply
Companies reporting supply-chain shortages
Worldwide survey index
Source:IHSMarkit
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2
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Outputconstrainedby
materialsshortages
Input items in short supply
1
Long-run average