Machine Learning Development Companies

Machine learning companies build predictive systems — forecasting, scoring, classification, recommendation — and the data pipelines that keep them running. Compare vetted vendors, read reviews and request quotes.

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My name is Igor, I create websites on Webflow, Readymag, design on Figma and develop custom platforms on Bubble.io for Ukrainian and foreign agencies for over 3 years. Work with me…

websoftwaredesignintegration
Min. project
$100+

What we offer: Turnkey Website Creation We offer quality website creation for adapted to the theme of your business and taking into account current trends and global trends. In the…

webmobilesoftwaredesignagenciesintegration

Since 1999 · 51-200 employees

webmobilesoftwareintegration

Cascais · Since 2016 · 11-50 employees

We Build Products That Don’t Just Work — They Perform From MVPs to full-scale platforms — we craft software driven by real business metrics

webmobilesoftware
Min. project
$5k+
Hourly rate
$40–$65/hr

Poznań · Since 2013 · 51-200 employees

Custom Software Development for Digital Health: Mobile, Web & Agentic AI Solutions

webmobilesoftwareintegration
Hourly rate
$50–$99/hr

Pozuelo del Rey · Since 2012 · 1-10 employees

Personas + Tecnología = Soluciones

websoftwaredesignagencies
Min. project
€500+
Hourly rate
€100+/hr

Our team offers the creation of digital products that solve the problems of increasing market share, improving service and increasing loyalty, reducing costs through the introducti…

webmobilesoftwareintegration
Min. project
$30k+

Proto Observability Platform is the first Russian observability platform. It helps to ensure continuous operation of online stores, e-commerce platforms, e-services, online banking…

softwareintegration

Veenendaal · Since 2023 · 1-10 employees

Software co-creation

websoftware
Min. project
€1k+

Madurai · Since 2020 · 51-200 employees

AI and Blockchain Synergy Solutions

webmobilesoftwareintegration
Min. project
$50+
Hourly rate
$10–$50/hr

Melbourne · Since 2015 · 11-50 employees

Think Ingenious

webmobilesoftwaredesignagencies
Min. project
$800+
Hourly rate
$40–$200/hr

Hanoi · Since 2011 · 201-500 employees

Software Product Studio

webmobilesoftwareintegration
Min. project
$10k+
Hourly rate
$25+/hr

Since 2024 · 1-10 employees

webmobilesoftwaredesignagenciesintegration
Min. project
$1k+
Hourly rate
$10–$100/hr

Since 2025 · 11-50 employees

webmobilesoftwaredesignagencies
Min. project
$1k+
Hourly rate
$15–$50/hr

Novosibirsk · Since 2019 · 11-50 employees

TAIGA IoT

softwaredesignintegration
Min. project
€30k+
Hourly rate
€35–€50/hr
webmobilesoftwaredesignintegration
Min. project
$3k+

Middletown · Since 2009 · 51-200 employees

An award-winning agency for transforming businesses with AI-enabled solutions

webmobilesoftwareintegration
Min. project
$25k+
Hourly rate
$25–$50/hr

Kolkata - West Bengal - India · Since 2015 · 11-50 employees

Are you looking for the best Bulk SMS & WhatsApp Marketing Services in Kolkata? We can help

websoftwaredesignagencies

Jeddah · Since 2025 · 51-200 employees

Building the Future, Teaching Tech to Think

webmobilesoftwareagenciesintegration

We at ITSpecial make cool software and websites for clients. Our customers are Russian and foreign companies working in the service, production and distribution industries. We are…

webmobilesoftwaredesignintegration
Min. project
$10k+

Online or offline, most sayt hazirlanmasi businesses now have online assets. One of the first steps taken is to prepare business websites. By creating websites, you provide the rig…

softwareintegration
Min. project
$30k+

We don''t build websites. We solve business problems of our clients. EchoDev team is not just custom development, it is 10 years of experience in creating and promoting websites, a…

webmobilesoftwaredesignintegration

We create unique and functional websites that help your business stand out from the competition. Our SEO specialists ensure that your website gets high positions in search engines,…

websoftwaredesignagenciesintegration
Min. project
$100+

Lewes, Delaware · Since 2019 · 11-50 employees

We build partnerships, not just code

webmobilesoftwaredesignintegration
Min. project
$10k+
Hourly rate
$25–$49/hr

Noida · 11-50 employees

GKIS- Web Design & Web Development Company | IT services | Digital Marketing

webmobilesoftwareagenciesintegration
Min. project
$199+
Hourly rate
$10–$100/hr

Buenos Aires · Since 2016 · 1-10 employees

Soporte informatico en Chile

mobilesoftware

coimbatore · Since 2021 · 51-200 employees

Empowering Brands with Smart Digital Solutions

webmobilesoftwaredesignagenciesintegration

New York · Since 2017 · 11-50 employees

Bridging Vision and Code

webmobilesoftwareintegration
Min. project
$5k+
Hourly rate
$25–$40/hr

Digital Zone was founded in 2005 and is part of the DZ Systems group of companies. Digital Zone's portfolio includes complex high-loaded systems, mobile and desktop applications, i…

websoftwareintegration
Min. project
$10k+

Dallas · Since 2006

Abacus Data Systems is a global IT outsourcing and BPO company offering offshore staffing and tailored digital solutions. Its services include web and mobile development, UI/UX and…

webmobilesoftware

Since 2020 · 11-50 employees

webmobilesoftwaredesignintegration

Our company specializes in professional Web-development and has its own format of productive work developed over the years. We are convinced of the importance of an individual appr…

webmobilesoftwareintegration
Min. project
$3k+

Bielsko-Biała · Since 2005 · 51-200 employees

Product engineering for EdTech, HRTech & AI-powered platforms

mobilesoftwaredesign
Min. project
$20+
Hourly rate
$25–$49/hr

Before you shortlist anyone

All calculators

The short answer

1,178 Machine learning companies are listed. 61% publish a minimum project budget; the median floor is $10k. Most work starts in the $3–10k range. Median published rate is $25/hr across 71 companies.

Best supplied: United States (182) · India (131) · Ukraine (59)

Recalculated 2026-11-11 from live profiles.

What it costs, by country

Each cell counts companies whose published minimum project budget falls in that band. Only countries with at least 5 listed companies appear.

Countryunder $3k$3–10k$10–20k$20–30k$30k+Median rate
United States182Widest choice527231655$40/hr
India131122131319$18/hr
Ukraine59—145104—
Germany31—2—51—
United Kingdom30—4449—
Netherlands28—44410—
Poland27—4456—
Canada91—1—3—
Armenia9—32———
Australia811—3——
Romania7—21———
Israel5—2————
How this table is built
  • Figures are minimum project budgets companies publish on their own profiles — the floor below which they decline work, not the price of a finished project.
  • USD only. Companies quote in six currencies and averaging across them produces a number nobody charges.
  • Budgets outside $300–$2,000,000 and rates outside $5–$500/hr are dropped as data-entry errors.
  • A country needs 5 listed companies for a row, and 5 published rates before a median rate is shown.

What will your budget reach?

Move the slider. Every figure below is a count of companies whose published minimum project budget sits at or under that amount.

$10k
$1k$250k

240 of 720 companies (33%) take projects at this size.

Where the entry thresholds sit

under $3k
22
$3–10k
218
$10–20k
164
$20–30k
137
$30k+
179

Goes furthest in United States — 32 companies

This says who will engage, not what your scope should cost. A budget that reaches most of the market still buys very different things depending on what you are building.

Who is focused, and who has proved it

Horizontal: how concentrated a company is on Machine learning. Vertical: how much checkable evidence stands behind it. 60 of 1178 companies are plotted — the rest have fewer than 2 evidence signals, so placing them would be guesswork.

LeadersEstablished generalistsSpecialistsEmergingFocus on Machine learning →Proven delivery →Double — 4 reviews, 13 projects, DR 23, 1.2 yrs listedSiberian.pro — 0 reviews, 18 projects, DR 17, 1.2 yrs listedAtwinta — 0 reviews, 105 projects, 1.2 yrs listedSimbirSoft — 26 reviews, 30 projects, DR 22, 1.2 yrs listedBureauBureau — 1 reviews, 12 projects, DR 52, 1.2 yrs listedBig Drop Inc — 1 reviews, 2 projects, DR 66, 1.2 yrs listedBig Drop IncFusion Tech — 4 reviews, 36 projects, DR 28, 1.2 yrs listedFueled — 0 reviews, 3 projects, DR 70, 1.2 yrs listedFueledThe Digital Embassy — 0 reviews, 3 projects, DR 64, 1.2 yrs listedThe Digital EmbassyVergani&Gasco — 0 reviews, 3 projects, DR 64, 1.2 yrs listedVergani&GascoIntellectsoft — 0 reviews, 3 projects, DR 67, 1.2 yrs listedIntellectsoftmoodley — 0 reviews, 3 projects, DR 68, 1.2 yrs listedmoodleyCodestetic — 3 reviews, 2 projects, DR 32, 1.2 yrs listedDELUCKS — 0 reviews, 2 projects, DR 63, 1.2 yrs listedArticul — 1 reviews, 0 projects, DR 55, 1.2 yrs listedndave — 0 reviews, 1 projects, DR 66, 1.2 yrs listedDMI (Digital Management, Inc.) — 0 reviews, 1 projects, DR 68, 1.2 yrs listedLOOP — 0 reviews, 2 projects, DR 61, 1.2 yrs listedApadmi — 0 reviews, 2 projects, DR 63, 1.2 yrs listedIflexion — 0 reviews, 2 projects, DR 63, 1.2 yrs listedBASICS09 — 0 reviews, 2 projects, DR 60, 1.2 yrs listedLounge Lizard — 0 reviews, 2 projects, DR 61, 1.2 yrs listediOnline — 0 reviews, 0 projects, DR 65, 1.2 yrs listedOpenXcell — 0 reviews, 3 projects, DR 56, 1.2 yrs listedE-sites — 0 reviews, 1 projects, DR 61, 1.2 yrs listedpooliestudios — 0 reviews, 1 projects, DR 60, 1.2 yrs listedNewism — 0 reviews, 2 projects, DR 57, 1.2 yrs listedY Media Labs — 0 reviews, 2 projects, DR 59, 1.2 yrs listedSFCD — 0 reviews, 2 projects, DR 55, 1.2 yrs listedroyalkomm — 0 reviews, 2 projects, DR 54, 1.2 yrs listedIQ Dev — 0 reviews, 11 projects, DR 22, 1.2 yrs listedAnadea — 1 reviews, 8 projects, DR 38, 1.2 yrs listedDefa — 0 reviews, 6 projects, DR 50, 1.2 yrs listedUZIK — 0 reviews, 2 projects, DR 60, 1.2 yrs listedINTERSOG — 0 reviews, 3 projects, DR 52, 1.2 yrs listedworry free labs — 0 reviews, 1 projects, DR 58, 1.2 yrs listedProxation GmbH — 0 reviews, 1 projects, DR 55, 1.2 yrs listedMetropolis Creative — 0 reviews, 3 projects, DR 49, 1.2 yrs listedACCROACHCODE — 0 reviews, 2 projects, DR 52, 1.2 yrs listedfimbim — 0 reviews, 2 projects, DR 50, 1.2 yrs listedPush. — 0 reviews, 4 projects, DR 41, 1.2 yrs listedSofteq Development — 0 reviews, 2 projects, DR 50, 1.2 yrs listedQulix Systems — 0 reviews, 2 projects, DR 51, 1.2 yrs listedNewedge — 0 reviews, 0 projects, DR 58, 1.2 yrs listedNetbasics — 0 reviews, 2 projects, DR 49, 1.2 yrs listedParasol Island — 0 reviews, 2 projects, DR 53, 1.2 yrs listedHyperlink InfoSystem — 0 reviews, 3 projects, DR 70, 1.2 yrs listedMubaloo — 0 reviews, 3 projects, DR 49, 1.2 yrs listedStanfy — 0 reviews, 3 projects, DR 47, 1.2 yrs listedVITEB — 0 reviews, 3 projects, DR 46, 1.2 yrs listedGlobo — 0 reviews, 0 projects, DR 54, 1.2 yrs listedkoombea — 0 reviews, 2 projects, DR 46, 1.2 yrs listedNFM — 0 reviews, 2 projects, DR 45, 1.2 yrs listedOliver Brux — 0 reviews, 2 projects, DR 49, 1.2 yrs listedNew Bamboo — 0 reviews, 2 projects, DR 48, 1.2 yrs listedImpressionDP — 0 reviews, 3 projects, DR 42, 1.2 yrs listedGaj Somasundaram — 0 reviews, 1 projects, DR 47, 1.2 yrs listedconvoy — 0 reviews, 1 projects, DR 49, 1.2 yrs listedInfinity Infoway Pvt Ltd — 0 reviews, 1 projects, DR 70, 1.2 yrs listedxyzettgraphix. — 0 reviews, 0 projects, DR 47, 1.2 yrs listed
How a company is placed
  • Focus is the inverse of how many categories a company claims, blended with the share of its portfolio tagged with this one. A firm listing three technologies is concentrated; a firm listing forty also appears here.
  • Proven delivery adds published reviews (to 20), portfolio projects (to 25), Ahrefs Domain Rating (to 60) and years listed (to 10). Each is capped so no single signal carries a company to the top.
  • Positions are relative to the other companies on this page: the median company sits at the centre of each axis, so a quadrant boundary means "ahead of half the companies listed here". Raw scores are in each bubble's tooltip.
  • Deliberately excluded: the star rating, which sits in too narrow a band to separate anyone; the editorial rank, which is a hand-assigned sort weight; and paid verification, which does not move anything on this chart.
Leaders:
Concentrated on this work and with the record to show for it.
Specialists:
This is most of what they do, but the public evidence is still thin.
Established generalists:
A substantial track record, spread across many categories.
Emerging:
Building both focus and evidence.

Customer Reviews about Machine learning

ENCYPHERS

New Hyde Park
GK co | USA
Meg C, Co- Founder

The new email flows felt elevated, aligned with our brand identity, and created a more seamless experience for customers after subscribing and making a purchase. Communication throughout the project was organized and collaborative, and the final result added a much stronger retention layer to our ecommerce experience.

Futuro Studio

Water Elements

Great team!

MiaoWebs

MiaoWebs

Where machine learning still pays best

Generative AI takes the attention, but classic supervised learning remains the highest-return category in most industries, because the problems are narrow, the metrics are unambiguous and the models are cheap to run. If you can state the target variable in one sentence and you have two years of labelled history, machine learning is usually the right tool.

  • Forecasting. Demand, inventory, cash flow and staffing, at SKU or location granularity.
  • Scoring and risk. Credit, fraud, churn and lead quality, with the explainability regulators and reviewers require.
  • Recommendation and ranking. Product feeds, search relevance, matching and dynamic pricing.
  • Predictive maintenance. Sensor and telemetry models that flag failures before they stop a line.
  • MLOps. Feature stores, training pipelines, drift monitoring and retraining — the part that decides whether a model survives its first year.

How to evaluate an ML partner

  • Ask for the baseline. A team that cannot tell you how much their model beats a simple heuristic has not measured the thing that matters.
  • Ask about the offline-to-online gap: how validation accuracy translated to business metrics in a past project.
  • Check monitoring: drift detection, retraining triggers and what happens when input data silently changes shape.
  • Confirm data readiness early. Most ML timelines slip on access, labelling and quality, not modelling.
  • Get deployment in scope from day one — batch, real-time or edge — because it dictates the whole architecture.

Frequently Asked Questions

How much data do we need?
For tabular classification and forecasting, a few thousand labelled examples per class is a workable start, and two full seasonal cycles matter more than raw volume for time series. Fine-tuning a pretrained model for vision or text can work with a few hundred well-labelled examples.
What does an ML project cost?
A feasibility study with an offline model is typically $10,000–$35,000. A deployed system with pipelines, monitoring and retraining usually runs $60,000–$250,000, plus roughly 20% per year to keep it accurate as data drifts.
How long until a model is in production?
Three to five months is typical: four to six weeks on data access and preparation, three to four weeks on modelling, and the rest on integration, monitoring and the review the business needs before it trusts the output.
Machine learning or an LLM?
If the output is a number, a class or a ranking and you have historical labels, classic ML is cheaper, faster and more accurate. Use an LLM when the input is unstructured language or images and writing explicit rules or labels is impractical.

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