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Grape Up

MLOps & Infrastructure · AI Ethics & Governance · Edge AI & IoTKrakow, PolandFounded 2006

Grape Up is based in Krakow, Poland and works in MLOps for Automotive Manufacturing, with further work in LLM Agents & RAG and Predictive Analytics.

Average rating
5.0
Reviews
6
Profile coverage
100%
Evidence percentile
P92

Profile updated · Request a correction

Company & commercials

Primary category
MLOps & Infrastructure
Team size
50-249 employees
Typical budget
$50K - $150K
Primary industry
Automotive & Mobility
Contact provider →Visit website ↗
Overview

What Grape Up does best.

About

MLOps & Infrastructure provider for Automotive & Mobility

Grape Up enables enterprises to modernize and scale technology landscapes, delivering data platforms and AI-driven analytics for automotive, finance, and aviation sectors, driving digital transformation through legacy modernization and innovation. Its own website shows its strongest capability in MLOps within MLOps & Infrastructure, alongside Data Engineering for AI and LLMOps & AgentOps. The industry it describes most is Automotive Manufacturing.

Service model·Service
Primary AI categoryMLOps & Infrastructure
Benchmarked against 1,351 providers in this category.
Primary industryAutomotive & Mobility
Technology stack

3 platforms & methods

Bars show how many mapped capabilities use each one.

  • Kubernetes1 capability
  • Cloud Platforms1 capability
  • Generative AI1 capability
RankGlobal provider intelligence

Evidence report

How Grape Up compares with peers on evidence, reviews and coverage.

Analyst brief · Published
CategoryMLOps & Infrastructure
Compared with1,351 providers
Signals3 signals
Status● Published
Evidence score
95/100
Strong evidence92nd percentile of 1,351 peers · peer median 70
Profile coverage100
Taxonomy density100
Review signal75
Peer benchmarkHow the profile comparesMLOps & Infrastructure among 1,351 published providers
Average rating5.00 · median 4.89
Independent reviews6 · median 0
Profile completeness100% · median 70%
Taxonomy breadth30 · median 20
This profile Peer median
Signal radarMulti-dimensional evidence
RatingIndependent reviewsCoverageBreadth
This profile (percentile) Peer median
Industries5 industries
Financial Services & Insurance33%
Automotive & Mobility22%
Manufacturing & Industrial22%
Media, Entertainment, Gaming & Sports11%
Transportation, Logistics & Supply Chain11%
Share of mapped industries, not share of work or revenue.
Evidence mixMapping grades
93%Direct · 28 mappings
7%Supported · 2 mappings
Grades across 30 mappings. Not a search ranking.
Analyst summary

What the evidence says

Grape Up presents as a strong evidence profile for MLOps & Infrastructure. It ranks in the 92nd percentile of 1,351 published providers in MLOps & Infrastructure, and 6 reviews back the commercial profile.

Current positioning: P92 evidence quality · P70 industry breadth
Strongest signalsEvidence-backed strength in MLOps & Infrastructure is the profile's clearest signal in the mapped taxonomy.
Best user fitAutomotive & Mobility buyers evaluating MLOps & Infrastructure at a $50K - $150K engagement size.
Confirm before engagementConfirm current delivery capacity directly — mapped signals reflect profile evidence, not live availability.
How this report is calculated →
Capabilities

AI capabilities.

AI category · 1 / 12

AI Ethics & Governance

—
DirectSupportedRelatedAdjacentOne of 934 providers in this category
Compare AI Ethics & Governance providers →
Technology used

None of the listed technologies is specific to AI Ethics & Governance.

Mapping source · https://grapeup.com/aiboostr — “Enterprise AI Governance Platform | Aiboostr by Grape Up About us Services Capabilities Cloud”

Featured 12 of 21 capabilities, ranked by mapping grade then confidence.

Industry experience · 5 industries · 9 subindustries

Industries served.

5 Core0 Adjacent · discovery only
  • 95%

    Verified 2026-10-19: Hertz, Europcar logos (https://grapeup.com)

  • Automotive ManufacturingDirect · Primary
    90%

    https://grapeup.com/ — “stry standards through innovation. Automotive Compliance OEMs How two automotive OEMs turned regulatory pressure into business opportunity. Beyond complian”

Client feedback

What clients say.

5.06 independent reviews

Compiled from independent review platforms and client reviews verified by RankGlobal. How we count reviews

Worked with Grape Up? Review them → Every reviewer is verified by RankGlobal.

Methodology

How RankGlobal maps this profile.

RankGlobal maps this profile against a controlled taxonomy. Mapping grades on capability and industry cards describe how the profile is classified. Source strength for ranking decisions follows the hierarchy published on Research — a mapping grade is not a claim of discoverability weight.

  1. T1AuthoritativeTypical evidenceRegulators, registries, certifications, signed client evidence.Scoring useHighest evidentiary weight
  2. T2IndependentTypical evidenceCredible media, industry bodies, partner directories, third-party datasets.Scoring useStrong with attribution and recency
  3. T3Provider-controlledTypical evidenceCompany site, case studies, press releases, structured submissions.Scoring useAccepted as a claim; verification raises weight
  4. T4Discovery-onlyTypical evidenceDirectory listings, aggregations, and early discovery signals.Scoring useUsed for discovery; weighted accordingly in ranking
Direct, Supported, Related and Adjacent appear on mapped cards as classification grades. They do not rank how discoverable a provider should be.RankGlobal trust center →
Ready to evaluate this provider

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Before you reach outKey facts, and three things to confirm once you're in touch.
Primary category
MLOps & Infrastructure
Primary industry
Automotive & Mobility
Typical budget
$50K - $150K
Team size
50-249 employees
  1. 1Name the use caseSay which MLOps & Infrastructure problem you are evaluating, so the research team can route your message accurately.
  2. 2Pressure-test the budget bandThe $50K - $150K band on file is a profile-level figure. Ask what a scope like yours actually lands at.
  3. 3Ask for a referenceRequest a client reference in Automotive & Mobility — the strongest industry signal on this profile.
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