Every AI builder with a verified ML runtime & inference infra delivery record, worldwide — cross-referenced (L2) or higher. Ranked on earned proof, never paid placement.
125 verified builders qualify for this map — every one cross-referenced (L2) or higher. Order is earned: highest verification level first, ties broken by most-recent verification. A free-plan L5 provider always outranks a paid-plan L1; plan tier is never a ranking input.
Most recent verification on this map: 2026-07-07. This is a live view — the ranking updates as builders re-verify.
Choosing an AI builder? Don’t stop at the demo. Trustgent’s six-level verification scale(L0–L5) tells you how much of a provider’s claim is independently corroborated, and how ranking works explains why proof — not spend — sets the order. Work through the questions to ask a partner and the evaluation scorecard, then request verified quotes from the builders on this map.
Hands-on tech consultancy embedding senior data and streaming engineers.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Cork technology consultancy with a published cloud cost optimisation service
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
GPU and inference infrastructure deployment at scale
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Small MLOps shop building model registry, CI/CD and Triton/BentoML serving for German mid-market.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
ML inference-serving specialists
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Multi-cloud services from development to FinOps and SecOps
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Applied AI plus operations research for supply-chain runtimes
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Performance engineering for AI inference
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Deep-learning consulting and development
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Digital consultancy with AI, DevOps and MLOps practices
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Ahmedabad product-engineering firm with a managed MLOps line
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Stockholm-founded consultancy with a stated MLOps and model lifecycle practice.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Large Swiss IT services group with an MLOps blueprint on OpenShift
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Data engineering and machine learning consultancy
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Cloud-native and Kubernetes consulting for public-sector AI workloads
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Nearshore data and MLOps engineering out of Viana do Castelo
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Google Cloud Vertex AI implementation in LATAM
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Employee-owned Norwegian consultancy with an MLOps practice
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Google Cloud MLOps Partner of the Year, now part of Xebia
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Copenhagen data and AI firm building platforms and APIs for production.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Microsoft-stack ML lifecycle work — Azure ML, Databricks
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Data and AI consultancy inside the Crayon group
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Luxembourg software house delivering AI/ML with DevOps discipline
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Multi-cloud engineering with a GenAI/MLOps accelerator practice.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS Advanced Partner running AI, data and Kubernetes for scale-ups.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Operator-led AI consulting from strategy through MLOps/LLMOps.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Nippon Steel Group SI with a Snowflake DWH practice
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Snowflake Premier data & AI consultancy
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Snowflake services partner with a modern-data-stack practice.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
TU Wien spin-off working on cloud, edge and SLO-driven platforms.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Amsterdam data and AI consultancy running MLOps workflows
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Data-driven consultancy and Google Cloud AI partner
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
MLOps platform and Model-as-a-Service consulting for regulated Brazilian sectors
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Sovereign cloud inference and agentic workflows out of Copenhagen.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Small Neusäß AI shop with an explicit training-to-serving MLOps line.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Databricks and AWS partner inside the Intellus Group
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS MLOps for forecasting and demand platforms
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Premier Google Cloud partner running Vertex AI and GKE-based ML in production
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
GCP-first cloud and Vertex AI infrastructure
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Lisbon data science firm with a Dataiku-centred MLOps practice
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS-centric DevOps and MLOps
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
CJ Group IT services arm; Data Intelligence and BigQuery delivery for media and retail
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
NYSE-listed Campinas consultancy building MLOps on cloud-native data platforms
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Production MLOps and applied AI for SMEs
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Eindhoven data science and process mining consultancy
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Louvain-la-Neuve AI and software firm with a combined DevOps and MLOps practice, now part of Yuma.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Big data, AI, and machine vision consulting
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS Premier Partner with an MLOps Accelerator for startups.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Small Aargau software and data engineering shop with an ML playground
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Melbourne consultancy applying Python ML to safety and compliance.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Amsterdam applied-AI unit of the Eraneos Group
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Karlsruhe AI engineering firm inside the msg Group.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
MLOps and data platform consultants on Databricks and Azure
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Singapore-registered analytics consultant network.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Stockholm and Gothenburg firm building and running agentic AI systems.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Software craft applied to trustworthy ML
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Vendor-neutral Cloud Native, Kubernetes and AI consulting and training
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Singapore-founded custom software & data-science shop with Databricks lakehouse practice
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Smart software solutions for enterprise
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS Premier partner and Kubernetes Certified Service Provider
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Vancouver data and AI consultancy; Snowflake Select Partner.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Publicly listed digital engineering firm
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Software craftsmanship and cloud consultancy
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Enterprise Kubernetes operations and platform engineering
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
End-to-end MLOps pipelines from model development to production monitoring
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Cloud, data and AI factory
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Multi-cloud consultancy (AWS Advanced, GCP Premier) inside Yael Group
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
LLM and MLOps platform, product and engineering specialists
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Applied Technology Architects for the Intelligent Era
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Korea's largest multi-cloud MSP, spanning AWS, Google Cloud, and Azure
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Matrix group's data platform, BI, and analytics engineering arm
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Toronto data engineering and analytics firm working across Snowflake, Databricks, and dbt.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
North American digital transformation firm and Databricks Consulting Partner
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Outcome-led data, AI and cloud consultants embedded in your business
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Snowflake elite partner, WNS subsidiary
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
International data and analytics consultancy
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Cloud software, data & AI and technology transformation for AU and Canadian enterprises
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS Premier Tier Kubernetes and DevOps partner
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Google Cloud, Snowflake, and Azure data platform consultancy
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Data analytics and MLOps consultancy in Álvaro Obregón, Mexico City.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Enterprise data engineering and real-time systems consultancy partnering with Confluent and Databricks.
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
We architect the AI & data future for your business
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
We put AI into production and make it pay off
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Application modernisation experts on AWS, Azure and Google Cloud
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Sovereign cloud and AI infrastructure company, part of G42
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Strategic AI and cloud native consulting partner
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Cloud-native specialists for AWS, Azure and Google Cloud
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Google Cloud Premier partner with a FinOps + AI positioning across APAC
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Pune-based AWS Premier partner combining multicloud FinOps with GenAI enablement
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Singapore-HQ digital solutions provider for IT modernization, hybrid multi-cloud and data warehouse migration
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
AWS Advanced Tier partner and AWS APJ Rising Star 2024
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Quebec AWS Advanced Tier partner for cloud-native migration, IoT and GenAI
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Data platform and analytics engineering
Verified at L2 · unclaimed. Claim it free to respond to buyers and climb to a client-verified rating. Claim it free →
Showing the top 100 by earned verification. See all ML runtime & inference infra providers for the full ranked slate.
A ranked snapshot that stays current as builders re-verify. Post it to LinkedIn, download the image, or copy the link.
If you’re one of these builders, claim your listing free to respond to buyers, embed your verified badge, and climb the verification scale. Ranking stays earned — claiming never buys position.
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