Oil & Gas AI platforms Cross‑Value‑Chain Platform with each provider’s primary cloud deployment, API style, AI framework, and other key details:

Platform Provider	Cloud Platform(s)	API	AI Platform / Framework	Other Details
C3 AI Suite	AWS, Azure, GCP The Futurum GroupGoogle Cloud	RESTful APIs auto‑generated for all Types NCSA Wiki	C3 AI Platform (model‑driven Type System) with Generative AI Suite supporting Falcon, Llama, GPT‑3.5, etc. The Futurum Group	Low‑code (C3 AI Studio) & no‑code (Ex Machina) development; rapid managed deployments C3 AI
Palantir Foundry	AWS, Azure, GCP, Oracle Cloud Infrastructure (OCI) PalantirOracle	Foundry REST API (OAuth2‑secured, JSON) Palantir	Palantir AIP (“AI Mesh” combining Foundry & Apollo) Palantir	Kubernetes‑based Rubix infra; low‑code data ops; extensive data fabric tooling Palantir
Cognite Data Fusion	AWS, Azure, GCP Amazon Web Services, Inc.cognite.com	Cognite REST API + SDKs (Python, Java, CLI) Cognite Documentation	Cognite AI (Industrial generative AI capabilities) cognite.com	Industrial DataOps platform with contextual knowledge graph; prebuilt connectors (OPC‑UA, OSI PI, MQTT…) Amazon Web Services, Inc.Cognite Documentation
IBM Watson	IBM Cloud (hybrid multicloud) IBM Cloud	Watson Data & Service REST APIs (IAM bearer tokens) IBM CloudIBM - United States	Watsonx.ai platform (Studio, OpenScale, Query, NLP/ML services) developer.ibm.com	Data catalog & governance; broad NLP/vision/speech services; on‑prem & multicloud deployments IBM Cloud
Microsoft Azure AI	Azure Wikipedia	Azure Cognitive Services REST API; Azure OpenAI Service APIs Microsoft LearnMicrosoft Learn	Azure Machine Learning & Azure AI Studio (including GPT‑4o) Microsoft Learn	Docker containers; integration with Functions, AKS, Databricks, Synapse; enterprise security & scale Microsoft Learn
Google Cloud AI	Google Cloud Platform Google Cloud	GCP AI & ML REST APIs (Dialogflow, Vision, Speech, Vertex AI…) Google CloudGoogle Cloud	Vertex AI unified ML platform Google Cloud	Free credits; tight integration with BigQuery, GKE, Cloud Storage; notebooks & Pipelines Google Cloud
Schlumberger DELFI	GCP & Azure Delivering Digital at Scale	DELFI data architecture & integration APIs; S3‑compatible ingestion Delivering Digital at Scale	Full‑stack AI & analytics embedded across E&P workflows Home	SaaS subscription model; HPC integration (Petrel, INTERSECT); containerized on OpenShift Azure MarketplaceEnergy Connects
Honeywell Forge	Azure (customer subscription) Home	Edge‑to‑cloud connectors: REST API, BACnet/IP, Modbus TCP, OPC UA, MQTT HomeMicrosoft Learn	AI‑driven data cleansing & analytics engine (Data Unity) Honeywell Forge	Container‑based gateways; >200 data source adapters; portal & predictive apps HomeHoneywell Forge
SparkCognition (Avathon)	Azure Microsoft	REST API/SDK integrations via Azure infrastructure Microsoft	Avathon AI Platform (Renewables Suite; Generative AI Platform) us.orsted.comPR Newswire	Cloud‑native microservices; data‑physics ML engine; support for industrial use cases sparkcognition.com
Tachyus	Azure (also cloud‑agnostic deployments) Azure Marketplace	Connector‑based ingestion & RESTful integration for SCADA, ERP, weather Tachyus	Data + Physics + ML engine (Aqueon optimization; Aurion for GHG accounting) Tachyus	End‑to‑end operational optimization and GHG emissions management PR Newswire