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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Whyinteractive is a Hong Kong based design studio focusing on the digital world.

webmobilesoftwareintegration
Min. project
$20k+
Portfolio
3

Since started in 2010, Space-O has served 700+ clients across the globe having developed more than 2000 mobile apps on iOS & Android platform within just 6 years.In 2015, Space-O w…

webmobilesoftwaredesignintegration
Portfolio
5

Net Solutions is one of the only few companies in India who specializes in Outsourced product development, e-commerce, user experience design and mobility.We earned this expertise…

webmobilesoftwareintegration
Min. project
$30k+
Portfolio
3

We surround our companies with experts, exactly when they need them. We share technology, components & infrastructure, enabling them to focus only on the important.

webmobilesoftwaredesignintegration
Min. project
$30k+
Portfolio
1

Web Design and Web Development

webmobilesoftwareintegration
Min. project
$20k+
Portfolio
1

SoftMediaLab LLC (SoftMediaLab, SML) is a Russian IT company founded in Ekaterinburg in 2015. We specialize in custom web and mobile development for technology companies with high…

webmobilesoftwareintegration
Min. project
$10k+
Portfolio
19
Reviews
3

Working in every field of mobile app development, e-legion empowers their clients with comprehensive and market-ready apps. The company focuses on building apps that have authentic…

webmobilesoftwareintegration
Min. project
$30k+
Portfolio
16

Abeta

A+Awards winner2025
10.0(1)

ABETA.RU is a team. A team of planners, designers, layout designers and programmers. We do what we love to do, so we can turn any idea into a successful project. What makes our wor…

webmobilesoftwaredesignintegration
Min. project
$1k+
Hourly rate
$25–$30/hr
Portfolio
84
Reviews
1
10.0(1)

GMI Group is an international software development company. We specialize in developing MVPs for startups and complex high-loaded solutions for small and medium-sized businesses.

webmobilesoftwareintegration
Min. project
$10k+
Portfolio
4
Reviews
1

We love to create beautiful, responsive websites that dazzle the eye. Crafted by certified Drupal developers from a full service digital agency.

webmobilesoftwaredesignintegration
Portfolio
2

Shakuro

A+Awards winner2017

Shakuro was founded in 2006 with a simple yet powerful idea: to unify the best development and design talents to create and launch reliable mobile apps, websites, and other digital…

webmobilesoftwaredesignintegration
Min. project
$10k+
Portfolio
21

As the Internet has evolved, standards have changed, and customers have grown to expect more from the websites they visit. Businesses strive to keep up with the demand: a demand th…

webmobilesoftwaredesignagenciesintegration

Atilekt Web Studio - creating websites for the profit and success of your business since 2000. Established at the turn of the century, Atilekt's main goal is to develop websites fo…

websoftwaredesignagenciesintegration
Min. project
$100+
Portfolio
1

At Consagous, we host Microsoft Application Development, Open Source Development, Software and Mobile Application Development under one roof. With the development of over 100 apps…

“Consagous provided the company with quality resources, and care deeply about customer satisfaction.”— Loyakk
webmobilesoftwaredesignagenciesintegration
Min. project
$3k+
Portfolio
5
Reviews
2

Brights

AAwards winner2019

We are a software development company based in Kiev, Ukraine and have a sales office in Warsaw, Poland with a team of 72 engineers. Our core competence is Fin-tech and business app…

webmobilesoftwaredesignintegration
Min. project
$3k+
Portfolio
12

We work with startups, established businesses and well-known brands in spheres of retail sales, finances, healthcare, entertainment, traveling and transportation services. We striv…

webmobilesoftwareintegration
Portfolio
4
websoftwaredesignintegration
Min. project
$10k+
Portfolio
22

Digex Co is engaged in the development of software products for business, provides outsourcing services for specialists in the IT sphere, also Digex Co is engaged in the developmen…

webmobilesoftwaredesignintegration
Min. project
$30k+
Portfolio
21

Mobile apps have grown with exponentially with respect to enterprise services. There is a big demand for mobile app development companies and coming to a reliable Mobile App develo…

webmobilesoftwareintegration

Jupiter LLC was founded in 2017 as a software and business solutions development company. The main activity of the company is professional custom software development. We offer our…

webmobilesoftwareintegration
Min. project
$20k+

Nimblechapps is an offspring of the collective efforts of the enthusiastic and intellectual developers of various technologies that can together and became the Nimbles (What we cal…

webmobilesoftwareintegration
Min. project
$10k+
Portfolio
1

Colorado · Since 2008 · 51-200 employees

Transforming Digital Experiences

websoftwaredesignagenciesintegration
Min. project
$10k+
Hourly rate
$25–$50/hr
Portfolio
1

We are full service digital agency that develops solutions for web, mobile application, digital platforms, strategy, media buy & everything in between.

webmobilesoftwareintegration
Min. project
$20k+
Portfolio
1

Our Mission is to Create Valuable Software Products for People Throughout the World We are an enthusiastic, forward thinking development company based in Kiev, Ukraine. Our team co…

webmobilesoftwareintegration
Min. project
$30k+
Portfolio
1

Prismetric is an ISO 9001:2015 Certified Mobile App Development company having a development center in India with offices in USA & Saudi Arabia that offer exceptional applications…

webmobilesoftwareintegration
Min. project
$20k+
Portfolio
3

Zudu is a pioneering digital agency based in the heart of Dundee with a flair for development and conceptualisation. We are experts in web and app development and have worked with…

webmobilesoftwaredesignagenciesintegration
Min. project
$20k+
Portfolio
5

Infoicon Technologies Pvt Ltd. is a privately possessed offshore software outsourcing company settled in National Capital Region (NCR) of India bringing software development servic…

webmobilesoftwaredesignagenciesintegration
Min. project
$10k+

An independent digital agency that is small in size but big in ideas.

webmobilesoftwaredesignintegration

In 2008, we set out to build a company that was focused on using every opportunity to create something of value. Today, after having completed over 100 projects and employing sever…

webmobilesoftwaredesignintegration
Min. project
$30k+
10.0(1)

Make was founded in 2009, with a team of 35 cool specialists. The central office is located in Kemerovo, the second in Moscow. We specialize in complex projects for industry and th…

webmobilesoftwaredesignagenciesintegration
Min. project
$10k+
Portfolio
16
Reviews
1

SpryBit is an IT company based in India. We offer services like website development, eCommerce development, mobile application development, open source development, etc. We are kno…

webmobilesoftwareagenciesintegration
Min. project
$3k+
Portfolio
5

Imaginovation was founded in 2011 by Pete Peranzo and Michael Georgiou as a web design agency. It has since grown to become an award-winning development firm offering creative web…

webmobilesoftwaredesignintegration
Portfolio
3

Subsign is een creatief bedrijf dat awards heeft gewonnen voor storytelling, web & app design, huisstijl en marketingstrategie; daar zijn we goed in.

webmobilesoftwaredesignagenciesintegration
Min. project
$10k+
Portfolio
4

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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