NewSAP Business Technology Platform, also named SAP Business AI Platform
In the last 30 days
65 changes
Tue 27
AI Skills Libraryadded to the atlasListing of AI skills for SAP, installed with the skills CLIAgent guidance
aicore-sdk-javaadded to the atlasAgent skill generating Java boilerplate for SAP GenAI HubAgent guidance
aicore-sdk-jsadded to the atlasAgent skill generating TypeScript for SAP GenAI Hub on AI SDK v2Agent guidance
aicore-sdk-javaentry revisedSAP's own code in the AI Skills Library repository, which the atlas holds as source:sap-ai-skills-library rather than as an artifact, so the skill is entered from its SKILL.md and README as sap-fiori-guidelines was on 2026-09-29 and plugins/aicore-skills on 2026-09-25. Hard rule 7: skills are indexed, never written here.Agent guidance
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aicore-sdk-jsentry revisedSAP's own code in the AI Skills Library repository, which the atlas holds as source:sap-ai-skills-library rather than as an artifact, so the skill is entered from its SKILL.md and README as sap-fiori-guidelines was on 2026-09-29 and plugins/aicore-skills on 2026-09-25. Hard rule 7: skills are indexed, never written here.Agent guidance
Mon 26
Kernseife BTP Appadded to the atlasHolds the custom classification and reports imported ATC findings
Sat 24
SAP-samples/hana-cli-claude-pluginadded to the atlasClaude Code plugin registering hana-cli's MCP serverAgent access to your systems
SAP HANA Cloudprovides revisedThe capability was added on 2026-10-24 for administering a database instance; SAP HANA Cloud ships its administration tools, so it is the core answer on BTP.Database connectors
SAP-samples/hana-developer-cli-tool-exampleprovides, serves ecosystems, domain, provides revisedIts performance analysis, privilege grants and backup and recovery commands had no capability to sit under; Database administration was added for them the same day.Database administration
Fri 23
SAP Analytics Cloudlinks revisedSAP moved the What's New entries for SAP Business Data Cloud, SAP Datasphere and SAP Analytics Cloud to the Business Data Cloud feed; the old BTP feed had stopped carrying them.Analytic modelling
SAP Business Data Cloudlinks revisedSAP publishes the What's New entries for SAP Business Data Cloud on its own feed; the entry linked none before.Cataloguing and lineage
SAP Dataspherelinks revisedSAP moved the What's New entries for SAP Business Data Cloud, SAP Datasphere and SAP Analytics Cloud to the Business Data Cloud feed; the old BTP feed had stopped carrying them.Analytic modelling
Sun 18
CAP in the age of AI #6 - vector embeddingspublishedVector embeddings put to work in the incident managementcapire/incidents-appThe Incident Management reference application — the one SAP's own tutorial paths build, step by step, and the model cds add incidents-sample drops into a project.sap official, cap sample, answering whether this problem has been seen before. An
embedding element of type Vector is calculated and stored from the vector_embedding function, so the database refreshes it whenever the text behind it changes, and cosine_similarity compares it with a freshly embedded string; because a title says little, a scheduled action first summarises each incident's conversation through a model on SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp and the embedding is taken from that summary. The similar-incidents list is a view joining incidents to themselves, with order and limit set in a before handler on the expanded query, and the vector element excluded from the service, since OData knows nothing about vectors — on SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp the function is native, while SQLite needs packages added to the project.LLM integrationCAP in the age of AI #7 - vector embeddings wrap-uppublishedThe same embeddings model taken from SQLite to SAP HANA CloudSAP HANA CloudThe managed database under most of this: CAP's default target, the store Datasphere and Analytics Cloud sit on, and a service with plans and components.sap official, btp, then handed to an agent. Locally it is @cap-js/ai@cap-js/aiOut-of-the-box value-help recommendations powered by SAP RPT-1, SAP AI Core as a standard CAP service, and an experimental local embedding model behind SQLite's vector functions.sap official, cap that adds the vector functions SQLite lacks and downloads an all-MiniLM L6v2 ONNX model on first start; on HANA natural language processing has to be switched on, the model name is a mandatory argument, the vectors it returns are 768 dimensions, and dimensions must match on both sides of a comparison. HANA itself can be given SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp as a remote source for other embedding models, which a
CDS.ql expression has to inject because the postfix notation only takes what the CDS model holds, and the hour ends with a search function over cosine similarity exposed over @cap-js/mcp@cap-js/mcpA CAP plugin that serves an @mcp-annotated service over MCP with three generated tools, describe, query and call_action, and writes its endpoint into the local agent's configuration in development.sap official, cap, so an agent asked about low output from solar panels calls semantic search instead of writing the query itself.LLM integrationSAP Developers MCPadded to the atlasHosted MCP server of developers.sap.com tutorials and missionsAgent guidance
SAP Developers MCPentry revisedNEIGHBOURS §5.1 named the hosted MCP as a companion to index as an artifact, and the graph had no entry for it. ecosystem: umbrella because its content covers SAP technologies across stacks (llms.txt names ABAP Cloud, CAP, Fiori, HANA Cloud and integration) and no single door holds it. No read_only: the anonymous mounts are read-only, but the signed-in tier writes progress (complete_step). No tool_count: the quickstart and the API page list different tools per mount. The site also serves a GraphQL API, not recorded as an interface here for want of a page read. /mcp/homepage is left out of the description: the quickstart lists it as anonymous and the API page as signed-in.Agent guidance
Sat 17
Cloudification Repositoryadded to the atlasSAP's list of released APIs for SAP Cloud ERP with successors
SAP-samples/digital-manufacturing-extension-samplesadded to the atlasSamples for the six extension types of SAP Digital Manufacturing
Access to Generative AI Modelsexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).LLM integration
Agentic CAP: Build MCP servers and enterprise AI agentsexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Serve your application over MCP
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AI-native North Star architecture — Platform Layerexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Architecting Multi-Region HA/DR resiliency patternsexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Deployment
Building an LLM Agent in CAP Java with Spring AIexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Building an LLM Agent using CAPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Designing Event-Driven Applicationsexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Event Mesh
DevOps with SAP BTPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Deployment
Document Groundingexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Retrieval-augmented generation
Establish a central entry point with SAP Build Work Zoneexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Launchpad and site content
Establish a central inbox with SAP Task Centerexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Task and approval UIs
Explore your Hyperscaler data with SAP Business Data Cloudexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Cataloguing and lineage
Generative AI on SAP BTPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).LLM integration
HANA AI Toolkit — Local MCP Serverexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Serve your application over MCP
Integrating and Extending Jouleexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Agent tooling
Medallion Reference Architecture for Big Data Processing in SAP HANA Cloudexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Database connectors
Multitenant SaaS Application using CAPexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Multitenancy
SAP Document AIexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Document extraction
SAP IAM integration with SAP Cloud Identity Servicesexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Authentication
Secure Service Consumption Across Hyperscalersexplains revisedDoor scope derived from the artifacts this piece also explains, so a door page lists it only where it holds (docs/concepts/content-on-doors.md).Authentication
The fastest way to a deployable CAP app on SAP BTP Cloud Foundryexplains revisedDoor scope proposed from the title and summary, so a door page lists the piece only where it holds (docs/concepts/content-on-doors.md).Deployment
Thu 15
Joule Studioadded to the atlasSAP's managed environment for building custom agents and workflowsAgent tooling
Joule Workadded to the atlasSAP's workspace for conversations, Spaces and directing agentsAgent workspaces
@sap/approuterprovides[capability:authentication], requires[0] revisedThe UAA sentence was read again in the 23.0.0 README during this pass and was still there.App hosting
@sap/joule-studio-clidescription, provides, links revisedCurrent npm README for 2.0.4, published 2026-10-07, says "Installing
@sap/joule-studio-cli gives you two commands:" and lists joule and jl. SAP Help now installs this package for the new Studio workflow. The historical alpha package stays separately indexed; no unverified rename or lineage relationship is inferred.Agent toolingShow 11 more
aicore-skillsprovides revisedcapability:agent-guidance declared the installs_into property on the BTP door, and the README's Installation section names the harnesses in one sentence. The entry's own description already carried the same four; the value puts it where the door's options can be compared on it. Two sentences from the lifecycle skill were read on the same day and added as sources for the edge, since they state how an operation is run and what a mutating script requires.Agent guidance
Cloud Connectorprovides[capability:authentication] revisedThe edge read as though the connector propagated the user by itself. SAP's own page names three authentication types towards an internal system and says the calling application's destination configuration picks one, and that trust to the cloud entities whose tokens are accepted has to be configured explicitly. The property the BTP door compares on rests on the same sentence.RFC connectivity
Cloud Identity Servicesprovides[capability:authentication] revisedThe only sentence about this service was its one-liner, so the capability page listed it beside the OAuth server with nothing to tell the two apart. SAP's trust and federation page states what the service is and what a tenant's own policies cover, and the default identity provider page states the corporate identity provider behind it, which is the property the BTP door now compares on.Authentication
Joule Studioecosystem, artifact type, links revisedThe browser builder and managed runtime do not establish a separately subscribed and bound BTP service. Keep CAP and BTP as served views: the product overview names CAP development, and the current SAP Help tutorial requires "An SAP S/4HANA system configured with an SAP BTP destination." The architecture chapter is titled "Building AI Agents with SAP Joule Studio on SAP BTP" while distinguishing the SAP-managed runtime from Bring Your Own Agent in a customer subaccount. The CLI link is backed by the current npm README, which now ships both joule and jl; its atlas record is revised in the same batch. The positive basis for web-tool is SAP’s description of a visual browser-based builder with no local setup. It identifies the hosted development interface, including provisioned access; it does not classify the runtime as an unbound or customer-hosted service.Agent tooling
Joule Workecosystem, artifact type, ecosystem revisedThe three-record acceptance on 2026-10-15 established the workspace as a separate part of SAP Joule. Retain that family split: SAP Joule records the BTP formation and identity integration, while Work records the user-facing experience across systems. RA0029 says "The experience is available across web, desktop and mobile"; there is no separate BTP subscription or binding documented for Work. Its BTP served view describes interaction with customer-managed agents connected to Joule, not a BTP runtime or core-coverage claim.Agent workspaces
OAuth 2.0 on SAP BTPlifecycle, provides[capability:authentication] revisedThe BTP door now compares its authentication options on whether a token can be had with no person present. The catalogue sentence about the client credentials grant states it for this service, and it was read again on this date.Authentication
SAP Authorization and Trust Management serviceprovides[capability:authentication] revisedThe edge said only that the service answers authentication, so the page could not say which part of the concern it answers. SAP's architecture page states the three: the trust, the assertion it receives, and the token it signs. The two properties the BTP door now compares options on are stated from the same page: a token with no user present, and a corporate identity provider behind it.Authentication
SAP-samples/html5-applications-migration-skills-for-sap-btpprovides, description revisedThe entry said the plugin needs no network access, which the README states, and said nothing about the four command lines the same README requires before anything is built or deployed. A reader who stopped at the first half would take the migration for the whole job. The cleanup skill's own sentence, which undeploys from Cloud Foundry, is added as a source on the edge beside it, because the two statements sit in one README and both are true of different steps.Agent guidance
SAP-samples/joule-a2a-agent-toolkitprovides, description revisedThe entry said the skills generate commands, which the README states of btp-cli, cf-cli and joule-cli, and said nothing about
/sap-a2a-agent-toolkit:deploy-agent, which the Quick Start uses to deploy the scaffolded agent. The distinction decides whether anything here reaches an account, so it is now on the entry, and the README's own cf login and joule login step is named in the warning where the account conditions already were.Agent guidanceSAP/automation-pilot-agent-skillsprovides, description revisedThe README read on 2026-10-15 lists
curl and jq in the same prerequisites table as Claude Code, for the API calls and the JSON parsing, and the entry named neither. The two API sentences read the same day are added as sources on the edge, since what the skills do through the Content Management and Executions APIs was described in the entry without a quote behind it.Agent guidanceSAP/leanix-ai-pluginsprovides, requires revisedThe edge rested on one phrase, "designed to work with the LeanIX MCP Server", which says the skills are written for it but not that a reader has to do anything. The sentence read on 2026-10-15 states the connection and the sign-in flow, which is what makes the requirement concrete.Agent guidance
Mon 12
Configure an MCP Server Created from an HTTP EndpointpublishedDocuments configuring API ManagementAPI ManagementAPI proxies in front of backend services, with security and traffic management policies attached to them, and Developer Hub where consumers subscribe.sap official, btp’s HTTP-source MCP server tools, resources, prompts and policies. Resources are selected from GET operations and have URI templates/content types; prompts define User/Assistant messages with optional arguments, alongside MCP policy configuration.Serve your application over MCP
API Managementprovides[mcp-servers], provides, description revisedIndependent source review supports prompts guiding agent interaction rather than templates; retains both sourced tool-count limits as an explicit MCP-specific discrepancy.Rate limiting
Sun 11
Agentic CAP: Build MCP servers and enterprise AI agentspublishedCAP applications become AI agents over the Model Context Protocol and the Agent2Agent protocol, which is the serve your application over MCPServe your application over MCPExposing selected application data and business operations to an AI agent through the Model Context Protocol. An application may also integrate remote services through service integration, connecting its exposed contract with agent access to your systems. Development assistance belongs to agent access to your code.SAP and community, narrow by design concern, and SAP AI CoreSAP AI CoreSAP's AI service on BTP: the runtime for AI assets, and through the Generative AI Hub inside it the access to foundation models, the orchestration service with its templating, masking, filtering and grounding modules, the Prompt Registry and Document Grounding.sap official, btp is the LLM integrationLLM integrationCalling a language model from application code with the tenant, destination and credential handling already solved instead using an SDK call with a hand-rolled key.SAP and community, narrow by design through which AI is embedded in a CAP app, with recommendations from the SAP-RPT-1 model as the abstract's example. The abstract names the two protocols and the one model and does not say which packages carry them. A two-hour TechEd 2026 session in a hands-on room (Tuesday 27 October, Berlin), presented by Daniel HutzelDaniel Hutzelgave 3 talks, contributed to 32 entriessap official, Daniel SchlachterDaniel Schlachtercreated 9 pieces, contributed to 10 entriessap official, Marc Huber and Sami Lechner, written here from SAP's abstract; the recording is not yet published.Serve your application over MCP
Road map for SAP Integration Suite: What ships next across all capabilitiespublishedSAP's road map for SAP Integration SuiteSAP Integration SuiteSAP's integration service on BTP: Cloud Integration for orchestration, API Management in front of it, and an MCP gateway that serves a managed API to agents.sap official, btp across its capability areas: API ManagementAPI ManagementAPI proxies in front of backend services, with security and traffic management policies attached to them, and Developer Hub where consumers subscribe.sap official, btp, event-driven integration, business process and trading partner integration, and hybrid runtimes for SAP and third-party systems. The abstract promises recent deliveries and the planned innovations that make the platform agent-ready within SAP Business AI Platform; it names the areas and no shipping item, so the edges rest on the product and the one area it names by a product name. A TechEd 2026 session (Thursday 29 October, Berlin; also IN804V, virtual), written here from SAP's abstract; the recording is not yet published.Rate limiting
Fri 9
AI-native North Star architecture — Platform Layerparts revisedFilled from SAP's own pages at the maintainer's request (docs/concepts/product-doors.md was the occasion; the AI-native door reads these designs). Every part names what the graph holds; what it lacks is listed as candidates in the curation note.Agent tooling
aicore-skillsdescription revisedThe SAP AI Skills Library registry snapshot of 2026-10-09 lists a fourth skill under plugins/aicore-skills, genai-hub-tabular-orchestration, and plugin.json names four skill directories where the entry of 2026-09-25 described three. Read from that skill's own SKILL.md and plugin.json: the Context Registry layers, the sap-rpt tabular prediction models and the BTP command line it wants for HDL access are added, and the sentence about the DO NOT USE FOR clauses is corrected, because the new skill sends what it declines to genai-hub-orchestration, which plugin.json does not list.Agent guidance
Generative AI on SAP BTPparts, roles, paths revisedThe readme names the place for plugins and SDKs by example and leaves it open, and the RAG page names SAP's standardized services or a custom-built approach as the choice (docs/concepts/design-roles-and-interfaces.md §3). The three scenario pages are overlapping flows over the same parts, so they are not ways; the two runtimes are.LLM integration
Integrating and Extending Jouleparts revisedFilled from SAP's own readmes at the maintainer's request; the AI-native door reads these designs. Every part names what the graph holds; what it lacks is listed as candidates in the curation note.Agent tooling
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MCP Server for SAP BTP Administrationprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
SAP LeanIX MCP Serverprovides revisedThe concern it answers is reaching into an SAP system from outside, split out of MCP servers on this day; the sentence on the edge is unchanged.Agent access to your systems
sap-tutorials-contententry revisedA repository the SAP AI Skills Library collection cache carries as processedBy baseline-2026-09-18 and that was never drafted into the atlas, so the changed registry record of 2026-10-09 is the first occasion to enter it; first_seen keeps the baseline date and no revises flag applies, since there is no published entry to revise. One of the three skills the repository registers: the other two name no SAP stack and stay out. Written from the skill's own SKILL.md and GitHub's record for the repository and the sap-tutorials organisation, which GitHub marks verified with the email sapdocs@sap.com and the tutorial navigator as its site. Hard rule 7: skills are indexed, never authored here.Agent guidance