Tikal
Hands-on tech consultancy embedding senior data and streaming engineers.
- records
- 1
- team
- 50-200
- founded
- 1998
Model-serving infrastructure, inference platforms, and model registry plus rollout: the runtime layer under a production AI build.
198 verified providers at one or more levels for ml runtime & inference infra. Default sort is highest verification level first; ties broken by most-recent record.
Deepest earned coverage in Israel (9), India (9), and Netherlands (8). Ranking is plan-blind: verification level, contributing record count, and recency are the only signals used. A free-plan L5 provider always outranks a paid-plan L1.
Hands-on tech consultancy embedding senior data and streaming engineers.
Cork technology consultancy with a published cloud cost optimisation service
GPU and inference infrastructure deployment at scale
Small MLOps shop building model registry, CI/CD and Triton/BentoML serving for German mid-market.
ML inference-serving specialists
Multi-cloud services from development to FinOps and SecOps
Applied AI plus operations research for supply-chain runtimes
Performance engineering for AI inference
Deep-learning consulting and development
Digital consultancy with AI, DevOps and MLOps practices
Ahmedabad product-engineering firm with a managed MLOps line
Stockholm-founded consultancy with a stated MLOps and model lifecycle practice.
Large Swiss IT services group with an MLOps blueprint on OpenShift
Data engineering and machine learning consultancy
Cloud-native and Kubernetes consulting for public-sector AI workloads
Nearshore data and MLOps engineering out of Viana do Castelo
Google Cloud Vertex AI implementation in LATAM
Employee-owned Norwegian consultancy with an MLOps practice
Google Cloud MLOps Partner of the Year, now part of Xebia
Copenhagen data and AI firm building platforms and APIs for production.
Microsoft-stack ML lifecycle work — Azure ML, Databricks
Markets with at least five cross-referenced (L2+) ML runtime & inference infra builders. Each links to the verified shortlist for that country.
A class of system, not a tool. Filtering on this capability returns providers who have claimed (L1) or had verified (L2+) work in this area.
Combine with characteristic filters in the index header, sector, country, regulatory regime, engagement model. Trustgent supports intersections.
One email a month: what's actually being delivered, verified outcomes, rate benchmarks, AI-analysed builds, category shifts. No vendor PR.
By subscribing you agree to our privacy notice. Unsubscribe in one click at any time.