NeuralMedic
Ingolstadt, Germany
Small MLOps shop building model registry, CI/CD and Triton/BentoML serving for German mid-market.
ML runtime & inf…Platform enginee…
- records
- 1
- team
- 2-10
- founded
- n/a
Karlsruhe AI engineering firm inside the msg Group.
L2Cross-referenced, highest level reached
1 cross-referenced
Verified against independent sources
No customer ratings yet. How L3 ratings work →
Routing your brief is free, providers fund the channel. Capped at three recipients.
AMAI GmbH is a L2-verified AI-implementation provider based in Karlsruhe, Germany, delivering data-platform, mlops-runtime. Ranked on proof, 1 verified records on the Trustgent index.
What they build
AMAI is a Karlsruhe AI engineering firm founded in 2018 and now part of the msg Group. Delivery follows a four-stage model from strategy through production-ready implementation. Public tech stack includes MLflow, Kubernetes, Apache Spark and the three major clouds.
Quick facts
- HQ
- Karlsruhe, Germany
- Founded
- 2018
- Team
- 10-50
- Languages
- de, en
- Stack
- MLflowKubernetesApache SparkGCPAzureAWS
Capabilities
- Data platform engineering
- ML runtime & inference infra
Industries served
- Financial services
- Manufacturing & industrial
Regulatory readiness
Cross-referenced against public registries where a public source exists (L2+). The check mark marks an attribute we have a source for, see the proof page.
About AMAI GmbH
What does AMAI GmbH build?
AMAI GmbH is a L2-verified AI-implementation provider on Trustgent, delivering Data platform engineering, ML runtime & inference infra.
Where is AMAI GmbH based?
AMAI GmbH is headquartered in Karlsruhe, Germany.
How is AMAI GmbH verified on Trustgent?
AMAI GmbH has an EARNED verification level of L2 on Trustgent, with 1 contributing verified records (most recent verification: 2026-07-05). Verification is independent of any subscription, plan tier is never a ranking input.
How is AMAI GmbH ranked?
Rank is a pure function of three EARNED signals: verification level (dominant), record count, and recency. No plan, fee, spend, or paid placement is ever an input. See https://trustgent.com/how-we-rank.
Similar verified providers
Same capability, ranked plan-blind on earned verification.
it-novum GmbH
Fulda, Germany
SAP-adjacent DWH migrations onto Snowflake in DACH.
Warehouse migrat…Data platform en…DataOps & data q…
- records
- 1
- team
- 50-200
- founded
- 2002
ITGAIN Consulting Gesellschaft für IT-Beratung mbH
Hannover, Germany
Quality management with a load and performance testing team.
SRE & load-hold …Data platform en…
- records
- 1
- team
- 50-200
- founded
- n/a
ArtBrain Connection UG
Neusäß, Germany
Small Neusäß AI shop with an explicit training-to-serving MLOps line.
ML runtime & inf…Data platform en…
- records
- 1
- team
- 2-10
- founded
- n/a
CINTELLIC Consulting Group
Bonn, Germany
Bonn CRM-and-data consultancy with a DWH modernization line.
Warehouse migrat…Data platform en…Cloud migration
- records
- 1
- team
- 50-200
- founded
- 2010