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Forward deployed AI engineering in Wrocław, ranked for 2027

Best forward deployed AI engineering software houses in Wrocław

Przemysław Zalewski · Data snapshot:

  1. 1 Itransition (Wrocław) 80
  2. 2 Monterail 78
  3. 3 Tooploox 77

9 companies with evidence of forward deployed AI engineering work in Wrocław; 5 meet the ranking criteria. Sources: 5 by their open roles on JustJoin.it, 4 by their own website, KRS records, available financial statements and employee reviews. If one senior engineer is enough, I build an embedded AI engineer with AI agents.

Get matched offers in 24 hours See the top 5 Download the data (CSV) Map of 900+ Wrocław companies

  • 9 company records
  • 9 with KRS records
  • 8 with a financial statement
  • 8 with an employee review profile
  • 5 ranked

Find your fit

Compare companies

#CompanyPeopleClutchRateFocusScore
1
Itransition (Wrocław) profit 3.6M PLN (2025) foreign-owned
1-104.9 · 4225–49 USD/hforward deployed AI engineering Python80
2
Monterail profit 1.2M PLN (2025) GoWork 6/16
50-2494.8 · 6425–49 USD/hforward deployed AI engineering AWS78
3
Tooploox profit 1.6M PLN (2025) GoWork 13/22
50-2494.8 · 3550–99 USD/hforward deployed AI engineering iOS and Swift77
4
VirtusLab profit 12.3M PLN (2025)
501-10004.4 · 850–99 USD/hforward deployed AI engineering Python70
5
ASTEK Polska profit 45M PLN (2025)
n/ano Clutch profilen/aforward deployed AI engineering Java70

The ranking

Itransition (Wrocław)

Large global IT services group with a Warsaw entity, working in ERP, CRM, Microsoft Dynamics, Salesforce and data.

80/100

Clutch: 4.9 (42 reviews) Rate: 25–49 USD/h Min. project: 25,000 USD Premier Verified Google: 5.0 (2 reviews)

Best for: Mid-size and large companies rolling out Microsoft Dynamics, Salesforce or an ERP that want a global vendor with a Polish invoice.

Verdict. Pick Itransition for Dynamics, Salesforce or ERP rollouts at company scale. For a small custom product, the 25,000 USD minimum and the global delivery model are a poor fit.

Pros

  • Net profit of 3,600,000 PLN in 2025 on 83,400,000 PLN revenue. (2026-10-28 · source)
  • Clutch rating of 4.9/5 from 42 client reviews. (2026-10-28 · source)
  • Certifications listed by the company: AWS Partner, Microsoft Partner, Salesforce Partner. (2026-10-28 · source)

Cons

  • Declared minimum project: 25,000 USD; compare this entry budget with your scope. (2026-10-28 · source)
  • The available contact record does not establish an office in Wrocław. Confirm the delivery location before planning on-site work. (2026-10-28 · source)

Discrepancy: company website: 3000+ people, but the Polish entity had 83.4M PLN revenue (2025); the team most likely sits in another entity

Projects & technologies

Source observations

  • The homepage claims 3,000+ engineers, 800+ clients and over 25 years in business. The Polish company in KRS dates from 2017 (source).
  • The homepage names only two clients, and most case studies describe an unnamed retailer, pharma company or manufacturer (source).
  • Clutch lists 12 offices, with headquarters in Decatur, GA, and Warsaw among them. The source records contain no accessible office list from the company website (source).
  • The site lists a Microsoft partnership since 2008, plus Odoo Silver, Salesforce and AWS partnerships (source).
  • Claims founding in 1998, 3000+ engineers, 800+ clients and 5 R&D labs (source)
  • Offices listed in the US, UK, Warsaw and Vilnius; Wrocław is not mentioned (source)
  • Careers page states 70% of staff have worked there 2+ years and certification exams are company-paid (source)
  • Platform focus includes Dynamics 365, Salesforce, SAP Commerce, Odoo and Atlassian (source)

Clients they name: The Economist, OPED Digital Health Solutions

ERP and Microsoft Dynamics 365 CRM and Salesforce Custom software development Data and BI AI and generative AI Managed IT services Java Python PHP AWS
Itransition (Wrocław) homepage
Homepage of www.itransition.com, screenshot taken October 28, 2026. Content and marks belong to Itransition (Wrocław).
Facts from the registers
In KRS since
1998
HQ (KRS)
Warsaw, office in Wrocław
Legal form
sp. z o.o.
Share capital
5K PLN
Owners
Itransition Holdco Limited
Revenue
83.4M PLN (2025)
Profit
3.6M PLN (2025)
Team size (Clutch)
1-10
Google Business Profile
Itransition · 5.0 (2 reviews) (November 10, 2026)
Hiring (last 90 days)
34 engineering roles open (seen November 10, 2026)
Employee reviews (GoWork)
too few (0/4)
Discrepancy
company website: 3000+ people, but the Polish entity had 83.4M PLN revenue (2025); the team most likely sits in another entity

Score: 80/100

Transparency 5.0/5 Client reputation 3.7/5 Stability 5.0/5 Specialization 3.0/5 Activity 3.8/5 Hiring 5.0/5

Website Portfolio Clutch KRS LinkedIn GoWork

Sources (16) · Checked November 12, 2026

Monterail

Product design and software studio (Vue and Nuxt partner) building web, mobile and AI products for global brands since 2010.

78/100

Clutch: 4.8 (64 reviews) Rate: 25–49 USD/h Min. project: 10,000 USD Premier Verified Google: 4.8 (52 reviews)

Best for: A funded startup or a brand that wants a known Wrocław name with a big public portfolio, a US office and official Vue and Nuxt partner status.

Verdict. The best-known name on this list and the best client reviews by volume, dragged down by what its own people say. Hire it for the portfolio, write the team into the contract.

Pros

  • Net profit of 1,200,000 PLN in 2025 on 29,300,000 PLN revenue. (2026-09-22 · source)
  • Clutch rating of 4.8/5 from 64 client reviews. (2026-10-28 · source)
  • Published projects: Flink, Pizza Hut, Merck.
  • The contact page lists an office in Wrocław. (2026-10-28 · source)

Cons

  • GoWork records 6 positive and 16 negative reviews. These are user opinions, not independently established events. (2026-09-22 · source)
  • The offer also includes staff augmentation. Agree who owns project delivery in the contract. (2026-10-28 · source)
Projects & technologies

Source observations

  • Monterail has the biggest public portfolio in the set, with about 70 case studies naming brands such as Flink, Pizza Hut, Merck and Polaroid (source).
  • Monterail grows by acquisition, buying Untitled Kingdom (2024), ElPassion (2025) and Lakeview Labs (2025) (source).
  • Monterail is the only firm here with a US office (Chicago) and a Berlin address. It is also an official Vue and Nuxt partner (source).
  • The homepage says 400+ clients and 900+ projects, and the site never breaks these numbers down (source).
  • Claims 900+ projects, 400+ clients, 130+ team members and a 4.8/5 Clutch rating (source)
  • Acquired Untitled Kingdom in 2024 and ElPassion and Lakeview Labs in 2025 (source)
  • Repositions itself as an agentic development company and publishes material on forward-deployed engineering for clients (source)
  • Built Simfoni's Insights AI reporting tool on Claude via AWS Bedrock (source)
  • Monterail presents an AI toolkit for procurement covering RFP creation, supplier evaluation and processing of supplier responses. (source)

Clients they name: Flink, Pizza Hut, Merck, Polaroid, SPIE, Convatec

Web development Mobile apps Product design AI solutions MVP development Staff augmentation React Vue Ruby Elixir
Monterail homepage
Homepage of www.monterail.com, screenshot taken October 28, 2026. Content and marks belong to Monterail.
Facts from the registers
In KRS since
2010
HQ (KRS)
Wrocław
Legal form
sp. z o.o.
Share capital
5K PLN
Owners
family foundation ×2
Revenue
29.3M PLN (2025)
Profit
1.2M PLN (2025)
Team size (Clutch)
50-249
The Org
org chart: 90 positions, 50-200 employees
Google Business Profile
Monterail · 4.8 (52 reviews) (November 10, 2026)
Hiring (last 90 days)
3 engineering roles open (seen November 10, 2026)
Employee reviews (GoWork)
negative (6/16)

Score: 78/100

Transparency 5.0/5 Client reputation 3.9/5 Stability 3.8/5 Specialization 3.0/5 Activity 5.0/5 Hiring 5.0/5

Website Portfolio Clutch KRS LinkedIn GoWork

Sources (20) · Checked November 9, 2026

Tooploox

AI-first software company (owned by Solvd Inc.) building custom AI, mobile and web products for startups and research-heavy clients.

77/100

Clutch: 4.8 (35 reviews) Rate: 50–99 USD/h Min. project: 25,000 USD Google: 5.0 (29 reviews)

Best for: Products where machine learning or generative AI is the core, with a team that publishes research and builds the app around it.

Verdict. The place in Wrocław for hard AI problems. For a plain web product the research premium buys you little, and the employee reviews are a real warning about continuity.

Pros

  • Net profit of 1,600,000 PLN in 2025 on 63,800,000 PLN revenue. (2026-09-22 · source)
  • Clutch rating of 4.8/5 from 35 client reviews. (2026-10-28 · source)
  • Published projects: eBay, ETH Zurich, Spire Health.
  • The contact page lists an office in Wrocław. (2026-10-28 · source)

Cons

  • GoWork records 13 positive and 22 negative reviews. These are user opinions, not independently established events. (2026-09-22 · source)
  • Declared minimum project: 25,000 USD; compare this entry budget with your scope. (2026-10-28 · source)
Projects & technologies

Source observations

  • Tooploox lists 30+ peer-reviewed papers, patents and contributions to NeurIPS, ICML and ECCV, the longest research record in the set (source).
  • Tooploox is now a Solvd Inc. company and no longer an independent Wrocław firm (source).
  • The site gives only an R&D headcount of 40+ engineers and researchers and no total team size (source).
  • No certifications, awards or partner badges are shown on the site (source).
  • Founded in 2012 as a mobile-focused startup; R&D team of 40+ engineers and researchers with 30+ peer-reviewed papers (source)
  • Claims partnerships with more than 100 organizations, including eBay, ETH Zurich and Light (source)
  • Two open roles with salary ranges, including a Senior AI NodeJS Engineer (source)
  • Team of nearly 200 specialists; offers salaries in currencies other than PLN (source)

Clients they name: eBay, ETH Zurich, Spire Health, StateSpace, PhotoAid, Ashoka

AI development Generative AI AI discovery Product design Mobile apps Web development React Node.js Python AI
Tooploox homepage
Homepage of tooploox.com, screenshot taken October 28, 2026. Content and marks belong to Tooploox.
Facts from the registers
In KRS since
2012
HQ (KRS)
Wrocław
Legal form
sp. z o.o.
Share capital
20K PLN
Owners
Solvd Poland -> Solvd Inc. (USA)
Revenue
63.8M PLN (2025)
Profit
1.6M PLN (2025)
Team size (Clutch)
50-249
The Org
org chart: 130 positions, 50-200 employees
Employees (LinkedIn)
51-200, 7,000 followers (September 16, 2026)
Google Business Profile
Tooploox Sp. z o.o. · 5.0 (29 reviews) (November 10, 2026)
Hiring (last 90 days)
2 engineering roles open (seen November 10, 2026)
Employee reviews (GoWork)
negative (13/22)

Score: 77/100

Transparency 5.0/5 Client reputation 3.6/5 Stability 3.8/5 Specialization 3.0/5 Activity 5.0/5 Hiring 5.0/5

Website Portfolio Clutch KRS LinkedIn GoWork

Sources (17) · Checked November 9, 2026

VirtusLab

Kraków-rooted engineering company known for Scala tooling and developer productivity work such as Bazel builds, CI and IDE performance for large engineering organizations.

70/100

Clutch: 4.4 (8 reviews) Rate: 50–99 USD/h Min. project: 10,000 USD Google: 4.9 (33 reviews)

Best for: Large engineering organizations that need build, CI and developer tooling work, such as Bazel, Scala or Rust tooling, at scale.

Verdict. Pick VirtusLab for monorepo builds, CI speed or Scala tooling at enterprise scale. Skip it for a small product build, and put staffing and IP transfer terms in the contract.

Pros

  • Net profit of 12,300,000 PLN in 2025 on 104,300,000 PLN revenue. (2026-11-13 · source)
  • Clutch rating of 4.4/5 from 8 client reviews. (2026-10-28 · source)
  • Published projects: Plume, Databricks.

Cons

  • The Clutch snapshot contains 8 reviews; request references for a comparable project. (2026-10-28 · source)
Projects & technologies

Source observations

  • The about page claims 500+ EU-based team members, 16 years in business, work with clients since 2010 and 200+ open-source repositories (source).
  • Open-source work listed includes the Scala 3 compiler, Metals, Scala CLI, Bloop and a Bazel dependency bot (source).
  • Home page results are anonymous, such as 4x faster builds for a hospitality company and 80% build time reduction for an automotive brand (source).
  • Clutch shows 4.4 from 8 reviews, $50 to $99 per hour and London as headquarters; one 1.0 review alleges staff withdrawal and an IP transfer dispute, which VirtusLab denies in its reply (source).
  • The home page claims 500+ engineers across Europe and North America and 15+ years in development productivity (source)
  • A case study says VirtusLab rebuilt Metals, the Scala/Java language server, for Databricks' 26-million-line monorepo (source)
  • SoftwareMill is presented as a VirtusLab company and Poland's only Confluent Elite Partner (source)
  • The company publishes an open-source Strapi MCP plugin (source)

Clients they name: Plume, Databricks

Developer productivity and dev tooling AI-native software delivery Data and AI platforms Scala consulting Critical system modernization Scala Python TypeScript Rust Azure
Facts from the registers
In KRS since
2010
Legal form
sp. z o.o.
Revenue
104.3M PLN (2025)
Profit
12.3M PLN (2025)
Team size (Clutch)
501-1000
The Org
org chart: 237 positions, 200-500 employees
Google Business Profile
VirtusLab · 4.9 (33 reviews) (November 12, 2026)
Hiring (last 90 days)
5 engineering roles open (seen November 10, 2026)

Score: 70/100

Transparency 2.8/5 Client reputation 2.9/5 Stability 5.0/5 Specialization 3.0/5 Activity 3.8/5 Hiring 5.0/5

Website Portfolio Clutch KRS LinkedIn

Sources (14) · Checked November 13, 2026

ASTEK Polska

70/100

no Clutch profile Google: 4.2 (22 reviews)

Verdict. Strongest on stability and activity. Weakest axis: client reputation (1.8/5).

Pros

  • Net profit of 45,000,000 PLN in 2025 on 389,500,000 PLN revenue. (2026-10-02 · source)
  • Polish legal entity record available in KRS: 0000271963. (source)
Projects & technologies
.NET AWS
Facts from the registers
In KRS since
2007
Legal form
sp. z o.o.
Revenue
389.5M PLN (2025)
Profit
45M PLN (2025)
The Org
org chart: 68 positions, 1000-5000 employees
Google Business Profile
ASTEK Polska · 4.2 (22 reviews) (November 10, 2026)
Hiring (last 90 days)
67 engineering roles open (seen November 10, 2026)
Employee reviews (GoWork)
mixed (404/208)

Score: 70/100

Transparency 2.8/5 Client reputation 1.8/5 Stability 5.0/5 Specialization 3.0/5 Activity 5.0/5 Hiring 5.0/5

Website KRS LinkedIn GoWork

Sources (4) · Checked November 9, 2026

All companies

Show all 9 companies
Size: Rate: · 9
#CompanyHQ (KRS)PeopleClutchRateRevenueProfitFocusScoreLinks
1
Itransition (Wrocław) forward deployed AI engineering Python
Warsaw1-104.9 · 4225–49 USD/h83.4M PLN3.6M PLNforward deployed AI engineering Python80Website Portfolio Clutch KRS
2
Monterail forward deployed AI engineering AWS
Wrocław50-2494.8 · 6425–49 USD/h29.3M PLN1.2M PLNforward deployed AI engineering AWS78Website Portfolio Clutch KRS
3
Tooploox forward deployed AI engineering iOS and Swift
Wrocław50-2494.8 · 3550–99 USD/h63.8M PLN1.6M PLNforward deployed AI engineering iOS and Swift77Website Portfolio Clutch KRS
4
VirtusLab forward deployed AI engineering Python
n/a501-10004.4 · 850–99 USD/h104.3M PLN12.3M PLNforward deployed AI engineering Python70Website Portfolio Clutch KRS
5
ASTEK Polska forward deployed AI engineering Java
n/an/ano Clutch profilen/a389.5M PLN45M PLNforward deployed AI engineering Java70Website KRS
–
Siili Solutions body leasing
Wrocław250-9994.9 · 750–99 USD/h37.3M PLN3.4M PLNforward deployed AI engineering AWS77Website Clutch KRS
–
Sii Poland body leasing
Warsaw1000-99994.9 · 44n/a2155.9M PLN261M PLNforward deployed AI engineering Python72Website Portfolio Clutch KRS
–
Test Driven Solutions body leasing
Wrocławn/ano Clutch profilen/a2.5M PLN179K PLNforward deployed AI engineering68Website Portfolio KRS
–
Open Mercato product company
Wrocławn/ano Clutch profilen/an/an/aforward deployed AI engineering49Website Portfolio KRS

Who is not in the top 5, and why

Body leasing, product companies and other services 4

Renting people into someone else’s team is a different service from delivering a project. A product company, a marketing agency or an SAP partner does not sell software projects either. They are in the full table with a label.

  • Siili Solutions
  • Sii Poland · Warsaw
  • Test Driven Solutions
  • Open Mercato

What they charge

On Clutch, the companies in this table most often declare 50 to 99 USD an hour. The rate is what the agency bills; the developer on your project is paid less than half of it.

For comparison, my own rate is 36 to 54 USD an hour (45 USD base, pricing). The cost estimator shows what a project like yours costs with and without coding agents.

25-49 USD/h 2
50-99 USD/h 3
100-149 USD/h 0
150-199 USD/h 0
Rates declared on Clutch, 5 companies with an office in the city.

Check any agency yourself in 10 minutes

  1. Forward deployed engineers sit with your team and ship AI into your systems. Ask who exactly will join, how many days a week they work on site or in your tools, and what they hand over when they leave.
  2. Find the legal entity in the National Court Register: the seat, the share capital and the shareholders. An office here with a seat in another city is a sales office, not a team.
  3. Read the last financial statement in the Financial Documents Repository (free, by KRS number): revenue, profit or loss, and whether it was filed on time.
  4. Check the VAT white list: active, and the name matches the contract.
  5. On the Clutch list hover over the company link; a link through ppc.clutch.co is an ad. Then read the reviews themselves.
  6. On GoWork read the employee reviews, not the stars, and look for layoffs and rotation.
  7. Ask who exactly will work on your project, and check those people on LinkedIn.

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Questions

What are the best forward deployed AI engineering software houses in Wrocław in 2027?

By the score on this page: 1. Itransition (Wrocław) (80), 2. Monterail (78), 3. Tooploox (77), 4. VirtusLab (70), 5. ASTEK Polska (70). The score adds up transparency in the court register, client reviews on Clutch, profit and stability in the latest filing, specialization and current hiring. The full table shows every company in the data set.

How much do forward deployed AI engineering agencies in Wrocław charge?

Most companies in this table declare 50 to 99 USD an hour on Clutch. My own rate as a senior engineer working with AI agents is 36 to 54 USD an hour.

How do you know a company does forward deployed AI engineering?

From at least one of three sources: the service, industry and framework shares on the Clutch profile, the skills in open roles on JustJoin.it, or the Wrocław company catalog. Companies with two or three sources score higher on specialization. The software house finder shows the same tags for every company.

Did any company pay to be on this list?

No. There are no paid placements and no affiliate links. The only business interest is mine: I sell senior engineering as the alternative to an agency.

Can I get my company added or corrected?

Yes. Write to ciunkos@gmail.com with the KRS number and the correction.

How this ranking was made

  • 1,424 companies in the data set
  • 1,101 with KRS records
  • 1,003 with a financial statement
  • 7,436 Clutch listing records
  • 849 employee review profiles on GoWork

Sources: Clutch profiles and listings, KRS records, available financial statements from rejestr.io and the Financial Documents Repository, GoWork reviews, JustJoin.it and No Fluff Jobs listings, and the Wrocław company catalog. Coverage varies by company; dates and links accompany the available records. The 0 to 100 score combines six axes: transparency, client reputation, stability, specialization, activity and hiring in the last 90 days. Paid Clutch placements do not increase the score.

Disclosures

  • Until November 2026 I work at Sanddev (Wrocław) as the founding engineer of its Sandtime product. Sanddev appears in the full table with the same score as everyone else and no editorial favor.
  • No agency pays for a position, there are no affiliate links. If any of that changes, the disclosure changes first.
  • My business interest is on every page: I sell senior engineering with AI agents as the alternative to hiring an agency.
  • Written with AI (Claude) from the data set. Every number in the editorial text is checked automatically against the company record or the research notes, source links and dates accompany the available company records.

Spotted an error or want your company added? Write to ciunkos@gmail.com. Full methodology and weights →

Przemysław Zalewski

About the author

Przemysław Zalewski, a senior full-stack engineer in Wrocław with 15+ years of shipping software. I build with coding agents, work with clients in the US and the UK, and I sell the alternative to the agencies on this list.

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