newgenapps.com NewGenApps
documentation AI and machine learning — 52 ✓ ✓
activewizards.com ActiveWizards — AI Engineering Consultancy
documentation AI and machine learning — 47 ✓
intellectyx.com Intellectyx: We deliver production\-ready, industry\-specific Agentic AI solutions that integrate with existing enterprise systems and produce measurable business outcomes\.
documentation AI and machine learning Business software US 53 ✓
resolve.ai Resolve AI
documentation AI and machine learning DevOps and observability +1 US 55 ✓
resemble.media Resemble.Media, AI Film, TV & Audio Production
documentation Media AI and machine learning US 49 ✓
sanctuary.ai Sanctuary AI: Meet the Future of Work
documentation AI and machine learning Industry and manufacturing — 56 ✓
indianic.com IndiaNIC Infotech
documentation Business software US 53 ✓
infinite-uptime.com Infinite Uptime - AI-Powered Prescriptive Maintenance & Production Reliability
documentation Industry and manufacturing AI and machine learning US 52 ✓
aiims.group AIIMS Group
informational Ecommerce Marketing +1 AU 54 ✓ ✓
brainquest.org BrainQuest
informational Design Ecommerce +2 DE 46 ✓
spot.ai Spot AI
documentation AI and machine learning Cybersecurity US 55 ✓
spiralscout.com Spiral Scout: Production AI Systems & Software Engineering
documentation Developer tools AI and machine learning — 52 ✓
metizsoft.com Metizsoft Solutions
documentation AI and machine learning Ecommerce +3 — 56 ✓ ✓
redeploy.com Redeploy
documentation AI and machine learning Infrastructure +1 US 46 ✓
logic.inc Logic
documentation AI and machine learning AI agents and MCP US 53 ✓
yottalabs.ai Yotta Labs
interface Infrastructure AI and machine learning — 52 ✓
towardsai.com Towards AI
transactional AI and machine learning Education US 55 ✓ ✓
hal9.com Hal9
informational AI and machine learning — 46 ✓
aimm.edu AIMM: Pursue Your Passion\. Love Your Career\.
documentation Recruiting and careers Education — 48 ✓
lightrun.com Lightrun: Let Your Engineering AI Agents Finally Ask Production Anything
documentation AI and machine learning DevOps and observability +1 — 55 ✓
liminalarc.co LiminalArc
documentation Business software AI and machine learning — 48 ✓
perimattic.com Perimattic
documentation Industry and manufacturing Business software +1 — 51 ✓
beonair.com Be On Air: The National Broadcast \& Multimedia School
informational Education — 53 ✓
krishaweb.com KrishaWeb: Create \. Communicate \. Connect
documentation Ecommerce Business software +1 — 53 ✓
aimusicpreneur.com The AI Musicpreneur
documentation AI and machine learning Media — 56 ✓ ✓
scalacode.com ScalaCode
documentation AI and machine learning IN 48 ✓
apptension.com Apptension
documentation AI and machine learning US 56 ✓ ✓
talentica.com Talentica Software
documentation AI and machine learning — 52 ✓ ✓
cekura.ai Cekura
documentation AI and machine learning AI agents and MCP +1 US 50 ✓
raininfotech.com Rain Infotech
documentation AI and machine learning Finance and payments GB 48 ✓
omsag.de OMS AG
documentation Marketing DE 46 ✓
aimmediahouse.com Deployed
documentation Industry and manufacturing Media +1 — 57 ✓ ✓
gaper.io Gaper
documentation AI and machine learning AI agents and MCP +1 US 45 ✓
getwidget.dev GetWidget Flutter & AI
documentation AI and machine learning Business software — 55 ✓ ✓
yeeply.com Yeeply
documentation AI and machine learning DE 56 ✓
viviscape.com ViviScape
transactional Developer tools Business software +1 US 56 ✓ ✓
aktagon.com Aktagon – AI products for healthcare and finance
documentation Healthcare AI and machine learning +1 — 53 ✓ ✓
diagrid.io Diagrid
interface AI and machine learning AI agents and MCP +1 US 47 ✓
hitnmix.com RipX DAW - The AI DAW
documentation AI and machine learning Media — 48 ✓
greelogix.com GreeLogix
documentation Developer tools AI and machine learning +1 — 46 ✓
bigdataboutique.com BigData Boutique
documentation AI and machine learning Data and analytics +1 US 56 ✓ ✓
wellsaid.io WellSaid
documentation AI and machine learning US 48 ✓
phantasma.global Phantasma Labs
documentation Industry and manufacturing Productivity +2 US 46 ✓
teleporthq.io teleportHQ.io - Production
documentation Design Developer tools +3 US 48 ✓
alice.io Alice
documentation Cybersecurity AI and machine learning US 51 ✓
creativo.ai Creativo
transactional AI and machine learning Marketing US 46 ✓
voker.ai Voker
interface AI and machine learning Data and analytics +1 US 52 ✓
buildfastwithai.com Build Fast with AI
documentation AI and machine learning Education US 61 ✓ ✓
solutelabs.com SoluteLabs
documentation AI and machine learning US 52 ✓
rocketium.ai Rocketium
documentation AI and machine learning Design +1 NL 54 ✓
arize.com Arize — AI & Agent Engineering
documentation AI and machine learning Open source projects +2 — 60 ✓
dextralabs.com Dextra Labs
documentation AI and machine learning Data and analytics +2 IN 52 ✓
rollbar.com Rollbar
documentation AI and machine learning DevOps and observability — 62 ✓
freispace.com freispace - post-production scheduling and resource management
interface Productivity Media +1 HU 56 ✓
deepanshuweb.in Deepanshu Goel
documentation AI and machine learning IN 50 ✓ ✓
orkes.io Orkes
documentation AI and machine learning AI agents and MCP +2 — 48 ✓
deployflow.co Deployflow
documentation Infrastructure DevOps and observability — 47 ✓
sourceready.com SourceReady
interface Industry and manufacturing AI agents and MCP +2 ZA 56 ✓
evmux.com evmux
documentation AI and machine learning Media US 50 ✓
koombea.com Koombea AI
documentation AI and machine learning Business software — 61 ✓ ✓
kemenystudio.com Kemeny Studio
interface Finance and payments Industry and manufacturing +2 US 50 ✓ ✓
ilayer.ai Ilayer
documentation AI and machine learning US 51 ✓
appnovation.com Appnovation
documentation Developer tools AI and machine learning US 57 ✓
objekts.ai objekts
interface Media — 48 ✓ ✓
hashlogics.com Hashlogics
documentation AI and machine learning Business software +1 US 51 ✓
masv.io MASV
interface Data and analytics Infrastructure +1 CA 51 ✓
veryfront.com Veryfront
documentation AI and machine learning Developer tools +1 — 47 ✓
noizefield.com Noizefield: Music and Sound Design Blog
documentation Design Media — 46 ✓
sema4.ai Sema4.ai
documentation AI and machine learning AI agents and MCP — 51 ✓
videobrouwerij.nl Videobrouwerij: Het videoproductiebedrijf voor betaalbare video's\!
documentation Media NL 46 ✓
trigger.dev Trigger.dev
interface AI and machine learning Open source projects +3 — 61 ✓ ✓
8allocate.com 8allocate
informational AI and machine learning UA 47 ✓
simspace.com SimSpace
documentation Cybersecurity AI and machine learning — 50 ✓
braintrust.dev Braintrust
interface Developer tools AI agents and MCP +2 US 59 ✓
scalevise.com Scalevise
documentation Developer tools AI and machine learning +1 NL 55 ✓ ✓
brainbot.com brainbot
documentation AI and machine learning AI agents and MCP DE 52 ✓
ailoitte.com Ailoitte
documentation Developer tools Business software US 57 ✓ ✓
andela.com Andela: The human compute layer for production AI
documentation AI and machine learning — 59 ✓
lakefs.io lakeFS
documentation Data and analytics AI and machine learning US 52 ✓
metavert.io Metavert
documentation AI and machine learning US 51 ✓ ✓
cleric.ai Cleric
interface DevOps and observability AI agents and MCP — 55 ✓ ✓
eugeng.com Decades of manufacturing experience in cosmetics filling machinery
documentation Industry and manufacturing US 46 ✓
meshy.ai meshy.ai
interface AI and machine learning Design US 62 ✓
noiz.ai Noiz AI
interface AI and machine learning Media US 59 ✓ ✓
strandsagents.com Strands Agents
documentation AI and machine learning AI agents and MCP +2 US 60 ✓ ✓
mikeayles.com Mike Ayles - Head of Product Development (Hardware + AI)
documentation AI and machine learning Personal sites and blogs — 51 ✓
genpire.com Genpire
documentation AI and machine learning Industry and manufacturing +1 US 49 ✓
mediaferry.com Mediaferry
informational Marketing AI and machine learning US 57 ✓ ✓
thestateofai.com State of AI
informational AI and machine learning Media — 53 ✓ ✓
mfiltersolution.com Air & Oil Filter Production Solution Wholesale Manufacturer Supplier | PLM FILTER
transactional Industry and manufacturing — 46 ✓
conversationos.live ConversationOS
interface AI agents and MCP Media US 46 ✓ ✓
portkey.ai Portkey
interface AI agents and MCP AI and machine learning +1 — 59 ✓
digieffects.com [Digi Effects](https://www.digieffects.com)
documentation Media Design RO 53 ✓
anvilry.vercel.app Sairam Ugge
documentation Personal sites and blogs AI and machine learning US 45 ✓ ✓
vectorwiz.com VectorWiz
transactional Design US 50 ✓ ✓
multivisiondigital.com MultiVision Digital
informational Media Marketing US 55 ✓ ✓
sivi.ai Sivi AI
documentation AI and machine learning Design +1 — 53 ✓
codemancers.com Codemancers
informational AI and machine learning Business software — 51 ✓
joinplank.com Plank: FDE as a service
interface AI and machine learning Business software US 46 ✓
ericbrown.com Eric D. Brown, D.Sc. — ericbrown.com
informational AI and machine learning — 51 ✓
brilworks.com Brilworks
documentation AI and machine learning Data and analytics — 51 ✓
vespa.ai Vespa\.ai
documentation AI and machine learning Data and analytics +1 — 58 ✓
nim.video Nim
interface Media AI and machine learning — 56 ✓ ✓
uxpin.com UXPin
documentation Design Developer tools — 61 ✓
glitchprod.com Glitch Productions
interface Media Entertainment and streaming — 53 ✓
usebraintrust.com Braintrust — LLM-Friendly Site Summary
documentation AI and machine learning Recruiting and careers US 62 ✓ ✓
sestomedia.pl SestoMediaGroup – Filmy reklamowe B2B, Animacje 3D i produkcje AI
documentation AI and machine learning Media +1 PL 45 ✓ ✓
zhitong.uk doaipm — DO AI PM
informational AI and machine learning GB 45 ✓ ✓
ae.studio AE Studio
documentation AI and machine learning US 56 ✓
notco.ai NotCo AI
documentation AI and machine learning Business software US 51 ✓
anon.com Anon
informational AI and machine learning AI agents and MCP US 48 ✓
skylarkcreations.com Skylark Creations
documentation AI and machine learning US 50 ✓ ✓
localleap.com Local Leap Marketing: Web Design, SEO, \& Social Media
informational Marketing Media +1 — 51 ✓
synthesys.io Synthesys (https://synthesys.io)
documentation Media AI and machine learning US 51 ✓ ✓
proceder.cz Proceder Automation Studio
documentation CZ 48 ✓ ✓
theosym.com TheoSym
transactional AI and machine learning AI agents and MCP US 48 ✓ ✓
podsqueeze.com PodSqueeze
documentation Media AI and machine learning US 60 ✓ ✓
coldjet.com Cold Jet
documentation Industry and manufacturing — 56 ✓
finalbitai.com FinalBit
documentation AI and machine learning Media — 54 ✓ ✓
learnmech.com Learn Mechanical Engineering
informational Industry and manufacturing Education IN 53 ✓
nuovasfida.com NUOVA SFIDA
documentation Marketing AI and machine learning JP 48 ✓ ✓
threesix36.com スリーシックス株式会社（Threesix Co.,Ltd.）
documentation Marketing AI and machine learning — 46 ✓
yoomind.com Yoomind
documentation AI and machine learning Education US 50 ✓ ✓
aerialfilmcompany.com The Aerial Film Company
documentation Media GB 46 ✓
auquan.com Auquan: AI Agents for Institutional finance
documentation AI and machine learning Finance and payments +1 — 47 ✓
neubird.ai NeuBird
documentation DevOps and observability AI agents and MCP US 47 ✓
kelet.ai Kelet
documentation AI and machine learning AI agents and MCP +1 — 48 ✓ ✓
olivasdegramado.com.br Olivas de Gramado
interface Events and conferences Travel BR 50 ✓
strongdm.ai Factory
documentation AI and machine learning Industry and manufacturing +2 US 50 ✓
saascity.io SaaSCity
interface Marketing Business software — 51 ✓ ✓
trianglecomfortpro.com Comfort Pro LLC — Heating & Cooling in Cary, Holly Springs & the Triangle, NC
transactional Marketing Local business +1 — 50 ✓ ✓
lovevoice.ai Lovevoice AI (https://lovevoice.ai) llms.txt
transactional AI and machine learning — 47 ✓
airmedia360.com Airmedia360
informational Media FR 46 ✓
audiostack.ai AudioStack
interface Media AI and machine learning +1 US 58 ✓ ✓
gregorypage.com Gregory Page
interface Entertainment and streaming US 49 ✓
masstige.biz 매스티지 (MASSTIGE)
transactional Marketing KR 46 ✓
goa.design Goa
documentation AI and machine learning Developer tools +2 — 46 ✓
nodeops.network NodeOps Network
informational AI agents and MCP Infrastructure — 49 ✓ ✓
ryzlabs.com Ryz Labs
documentation Business software Recruiting and careers US 55 ✓ ✓
vcluster.com vCluster
documentation Infrastructure Developer tools CA 54 ✓
prometheanai.com prometheanai
interface AI and machine learning Productivity +1 US 54 ✓
addepto.com Addepto
informational AI and machine learning PL 56 ✓
launchconsulting.com Launch Consulting
documentation AI and machine learning Business software US 52 ✓
orq.ai Orq.ai
interface AI and machine learning AI agents and MCP +1 CA 59 ✓ ✓
ai-agentbrewery.com AI Agent Brewery Paris
informational AI and machine learning AI agents and MCP — 48 ✓ ✓
goodluckstef.com GoodLuckStef Productions
informational Media Local business US 46 ✓
ciklum.com Ciklum
documentation AI and machine learning Business software NL 57 ✓
affinda.com Affinda
documentation AI and machine learning Data and analytics — 60 ✓ ✓
telestream.com Telestream
documentation Media — 57 ✓
try.house TRY
documentation Ecommerce Design +1 US 46 ✓
ardanlabs.com Ardan Labs
documentation Infrastructure US 57 ✓
lyzr.ai Lyzr.ai
documentation AI agents and MCP AI and machine learning IN 57 ✓
aimprosoft.com Aimprosoft
documentation Data and analytics Business software +1 DE 56 ✓
growthaccelerationpartners.com Growth Acceleration Partners: Scale smarter with a strategic technology solutions partner\.
documentation AI and machine learning US 52 ✓
streann.com Streann Media®
informational Media AI and machine learning US 48 ✓
boringsql.com boringSQL
documentation Data and analytics Databases DE 54 ✓
lemonlight.com Lemonlight
transactional Media Marketing — 58 ✓
signcustomiser.com Sign Customiser
documentation Business software Design — 55 ✓ ✓
lccm.ac.uk London College of Contemporary Music | LCCM
documentation Education GB 45 ✓ ✓
aftershoot.com Aftershoot: #1 AI Culling and Editing Software for Professional Photographers
documentation AI and machine learning Media US 53 ✓
ntng.gr National Theatre of Northern Greece (NTNG) / Κρατικό Θέατρο Βορείου Ελλάδος (ΚΘΒΕ)
transactional Arts and culture GR 50 ✓ ✓
3erp.com Rapid Prototyping \& Low Volume Production: Rapid Prototyping \& Low Volume Production
informational Industry and manufacturing Design US 57 ✓
laper.ai Laper
transactional AI and machine learning Media — 48 ✓ ✓
monkspaces.ai MonkSpaces.Ai
documentation AI and machine learning Real estate +1 US 46 ✓
render.com Render
documentation Infrastructure US 66 ✓ ✓
amps.ai Amps AI Documentation
interface Industry and manufacturing APIs and SDKs US 46 ✓ ✓
fastgpt.io FastGPT
documentation AI and machine learning AI agents and MCP +1 — 45 ✓
n-works.link ニュートラルワークス（株式会社ニュートラルワークス）
transactional Marketing JP 56 ✓
chatbotkit.com ChatBotKit
interface AI and machine learning AI agents and MCP +2 US 56 ✓
shoplogix.com shoplogix
documentation Industry and manufacturing AI and machine learning US 47 ✓
agentpatternscatalog.org Agent Patterns Catalog
documentation AI and machine learning AI agents and MCP +1 LT 46 ✓ ✓
limestonedigital.com Limestone Digital
documentation Business software AI and machine learning NL 50 ✓
mosaicmfg.com Mosaic
documentation Industry and manufacturing Healthcare — 48 ✓
nortekair.com Nortek Air Solutions
documentation Industry and manufacturing Construction and architecture US 53 ✓
one.ru ONE.Ru
documentation RU 53 ✓ ✓
planettogether.com https://www.planettogether.com/ llms-full.txt
documentation Industry and manufacturing Business software US 54 ✓
modular.com Modular
interface AI and machine learning Infrastructure US 60 ✓
guild.ai Guild.ai
documentation AI and machine learning AI agents and MCP US 51 ✓
vizensoft.com 비젠소프트
documentation Marketing Design +1 KR 56 ✓
contentstudio.co.in Content Studio
transactional Media IN 46 ✓
rytsensetech.com Rytsense Technologies
documentation AI and machine learning Developer tools +1 — 50 ✓ ✓
picnet.com.au PicNet
documentation Developer tools Business software +1 AU 51 ✓ ✓
gyde.ai Gyde
documentation Finance and payments Healthcare +3 US 51 ✓
hostx.ro HostX
transactional Infrastructure RO 52 ✓
zylalabs.com Zyla API Hub
interface APIs and SDKs AI agents and MCP +1 — 48 ✓
bynd.com Beyond
documentation AI and machine learning Data and analytics +1 US 56 ✓
simone.org Simone Salis
documentation Personal sites and blogs — 56 ✓ ✓
worldfashionexchange.com World Fashion Exchange (WFX)
documentation Industry and manufacturing Business software US 54 ✓
veo3ai.io Veo3 AI
transactional AI and machine learning — 50 ✓
agcs.works AGCS: Experts in digital design, web development, e\-commerce, AR and HTML5
documentation Developer tools Design +1 — 52 ✓
eyelit.com Eyelit Technologies
documentation Industry and manufacturing Business software US 52 ✓
smallest.ai Smallest AI
interface AI and machine learning APIs and SDKs US 60 ✓ ✓
rapidnative.com RapidNative
documentation AI and machine learning Developer tools US 49 ✓ ✓
lowdefy.com Lowdefy
documentation Developer tools US 52 ✓
lumenova.ai Lumenova AI: Making AI ethical, transparent, and compliant
documentation AI and machine learning AI agents and MCP US 52 ✓
vertexholdings.com Vertex Holdings
documentation Healthcare Finance and payments CA 46 ✓
uxpilot.ai UX Pilot
documentation Design AI and machine learning US 56 ✓
contratoimediato.com Vagas de emprego Curitiba : Contrato imediato
informational Recruiting and careers — 52 ✓
jenova.ai Jenova
interface AI and machine learning AI agents and MCP +1 — 56 ✓
kodah.ai Kodah
documentation Business software AI and machine learning +1 PL 46 ✓
altinity.com Altinity \| Run open source ClickHouse® better: Run open source ClickHouse® better
documentation Data and analytics Databases US 56 ✓
reliablesoft.net reliablesoft\.net: Learn Digital Marketing \& AI Skills
transactional AI and machine learning Marketing +1 — 59 ✓
ditstek.com Ditstek Innovations (DITS)
documentation AI and machine learning Finance and payments +3 IN 52 ✓
intelepeer.ai IntelePeer: With IntelePeer, business communications are meant for more than just simple interactions\. Create truly delightful experiences with Atmosphere Platform\.
documentation Communications AI and machine learning US 53 ✓
aleasoft.com AleaSoft Energy Forecasting
transactional Data and analytics AI and machine learning +1 DE 53 ✓
clearobject.com ClearObject
documentation Data and analytics Industry and manufacturing +1 US 52 ✓
visla.us llms.txt - Visla: The AI-Powered Enterprise Video Productivity Platform
informational AI and machine learning Productivity +1 US 48 ✓
sdfltd.com SDF Clothing — AI Knowledge File
informational Industry and manufacturing Fashion and beauty — 50 ✓ ✓
gigaspaces.com GigaSpaces: Enterprise Data at Agent Speed
documentation AI and machine learning AI agents and MCP +1 US 58 ✓
cloudaeon.com Cloudaeon
documentation AI and machine learning Data and analytics — 46 ✓
dealpath.com Dealpath: Real Estate's most trusted deal management platform
documentation Real estate Business software US 54 ✓
launchtandem.com Tandem
interface Infrastructure AI and machine learning +2 US 45 ✓
helinet.com Helinet
transactional Travel US 49 ✓
motionelements.com MotionElements
transactional Ecommerce Media +1 SG 63 ✓ ✓
agnost.ai Agnost AI
interface AI and machine learning AI agents and MCP +1 — 50 ✓
virtuall.pro Virtuall
transactional AI and machine learning Design PL 51 ✓
onlim.com onlim.com
informational AI and machine learning Business software — 56 ✓
sembly.ai Sembly AI
documentation AI and machine learning Marketing +2 US 58 ✓
softwareontheroad.com Software on the Road
documentation Business software — 46 ✓
epicagile.com EPiC Agile
documentation PL 50 ✓ ✓
mlflow.org MLflow
interface AI and machine learning DevOps and observability +1 — 61 ✓
vetswhocode.io Vets Who Code
documentation Education Recruiting and careers — 45 ✓ ✓
getdynamiq.ai Dynamiq
interface AI and machine learning AI agents and MCP US 55 ✓ ✓
matthewsplayhouse.com Matthews Playhouse
interface Arts and culture Education US 49 ✓
clac.it llms.txt per Clac.it
documentation Business software AI and machine learning IT 48 ✓
pinnaclereliability.com Pinnacle: Data\-Driven Reliability
documentation Industry and manufacturing Business software US 46 ✓
businessoutstanders.com Business Outstanders: Digital Business Magazine & News Media
informational Media US 53 ✓
gilleysdallas.com Gilleys Dallas
interface Events and conferences US 50 ✓
deafwest.org Deaf West Theatre
interface Arts and culture US 49 ✓
dreamstechnologies.com Dreams Technologies
documentation Healthcare Business software IN 55 ✓
digital-nirvana.com Digital Nirvana: Innovating Digital Excellence\!
documentation Media AI and machine learning US 54 ✓
dylanboudro.com Dylan Boudro
documentation AI and machine learning Developer tools +1 US 50 ✓ ✓
empat.tech Empat
documentation Finance and payments Healthcare +2 — 52 ✓
vercel.com Vercel
interface Infrastructure US 67 ✓
testdino.com TestDino
interface AI and machine learning DevOps and observability +1 — 53 ✓ ✓
hungryminds.dev Hungry Minds
documentation Developer tools AI and machine learning — 46 ✓
karizma-group.com Karizma Consulting Group
documentation Marketing Ecommerce +2 US 50 ✓ ✓
aveva.com AVEVA - Global Leader in Industrial Software
documentation Industry and manufacturing Business software GB 58 ✓
vida.io Vida — AI Agent Operating System
documentation AI and machine learning Marketing +1 US 46 ✓
kombai.com Kombai
documentation Design AI and machine learning +1 — 55 ✓
capturethatmedia.com Capture That Media
informational Marketing AI and machine learning US 50 ✓ ✓
imperiascm.com Imperia | AI-native Supply Chain Planning Software
documentation Business software DE 55 ✓ ✓
fullestop.com Fullestop
informational Developer tools Business software — 48 ✓
openserv.ai OpenServ
documentation AI and machine learning Healthcare +1 CA 52 ✓
aie.ac Academic Institute of Excellence
informational Education ZA 51 ✓ ✓
leanware.co Leanware
documentation Developer tools CO 48 ✓
acclaritygroup.com Acclarity: People\-Powered Accounting and Finance
documentation Finance and payments US 50 ✓
vidofy.ai Vidofy AI
transactional AI and machine learning Media — 48 ✓ ✓
citrine.io Citrine Informatics: From lab to launch faster
documentation AI and machine learning Science and research US 48 ✓
ibosstechsolutions.com iBoss Tech Solutions
informational Business software AI and machine learning — 46 ✓