| 7e11e4d50587cd21… | HITL is defined as human-in-the-loop approval or checkpoint steps where a person reviews or authorizes agent action. | active | contextual | yes | |
| 6b8f570b242b0979… | PyranaHarness operates through a procedure in which it plans work, then calls tools, then observes results, and then iterates under explicit controls so that agent execution remains controlled and adaptive. | active | contextual | yes | |
| 02dfcd42689a3866… | PyranaHarness is defined as Pyrana's orchestration engine that plans work, calls tools, observes outcomes, and iterates under explicit controls. | active | contextual | yes | |
| f9ddbc067c1d8597… | A Context Unit, or CxU, is defined in Pyrana as an atomic, content-addressed, cited unit of knowledge consisting of a claim plus verifiable supporting evidence and versioned with provenance. | active | contextual | yes | |
| 14ae155d3bbb8988… | Azure AI Foundry Agent Service is defined as Microsoft's runtime for building and hosting custom AI agents on Azure. | active | contextual | yes | |
| 9d8cbf4b1ce1c190… | OneLake is defined as Fabric's unified, governed data lake that serves as the single store and system of record for the platform. | active | contextual | yes | |
| 2c2e7df342cec83b… | The selected references further include independent 2026 reviews of Fabric Data Agent features and limitations and Microsoft Fabric pricing guides for F-SKU in 2026. | active | contextual | yes | |
| 7a22149d8c05d038… | The selected references also include Microsoft Azure Blog and Microsoft Fabric Blog articles titled "Building agentic apps with Microsoft Fabric" and "Agentic Fabric: how MCP is turning your data platform into an AI-native operating system." | active | contextual | yes | |
| 3b35dd75d53d95c8… | The selected references include Microsoft Learn materials on Fabric data agent concepts and creation, using the Fabric data agent with Foundry agents, governing Fabric with Microsoft Purview, and governance and compliance in Microsoft Fabric. | active | contextual | yes | |
| 3ba4fac97ea6174f… | No confidential Summer Fridays data was used to prepare this brief, indicating the analysis was produced without relying on private company data. | active | contextual | yes | |
| 3c5edffd471ccdbe… | Summer Fridays should verify current Fabric Data Agent capabilities and pricing against its own Microsoft agreement because the brief relies on documented capabilities and terms that may vary or change. | active | contextual | yes | |
| d87f98a2d686f47a… | Statements about Microsoft Fabric and Azure AI Foundry reflect Microsoft's documented capabilities as of mid-2026, and those capabilities are expected to continue evolving over time. | active | contextual | yes | |
| 09c3f96646b15fd4… | Statements about Pyrana are derived from the Pyrana Platform Architecture Reference, the Internal Knowledge Graph Specification, the Pyrana Platform Overview materials, and the Pyrana build-agent and CxU-quality governance skills so that the analysis is grounded in specified source materials. | active | contextual | yes | |
| 91faee2c93ee2c19… | The recommended architecture assigns Fabric to the data layer and Pyrana to the agent layer within one Azure estate so that the environment remains fully documented for IT. | active | contextual | yes | |
| 15e488cc60aeef14… | The AI-agent layer should use a governed, Azure-native agentic platform rather than being hand-built inside Fabric because the RFP's governance requirements favor stronger control and oversight. | active | contextual | yes | |
| b8e50eb258756602… | Microsoft Fabric should remain the foundation for data and BI because the analysis concludes it is the right platform base, while Pyrana strengthens that choice for the broader solution architecture. | active | contextual | yes | |
| c5e73401fb690286… | Business UAT, IT security and governance review, documented agent controls and tests, dashboard reconciliation to Fabric, and a documentation-as-code handoff package are required during the UAT, governance review, and handoff phase so that the solution is validated and transferable for IT operations. | active | contextual | yes | |
| 6167f9954d3abe71… | The handoff package includes business UAT, IT security and governance review, documented agent controls and tests, dashboards reconciled to Fabric, and a documentation-as-code handoff package. | active | contextual | yes | |
| ea15a8d56ce66d20… | The recommended architecture is summarized as Fabric for the data and Pyrana for the agents so that the solution remains within one Azure estate and is fully documented for IT. | active | contextual | yes | |
| 5009f4c97d34dde2… | For the AI-agent layer, the document recommends using a governed, Azure-native agentic platform instead of hand-building inside Fabric because the RFP’s governance bar argues against custom in-Fabric construction. | active | contextual | yes | |
| 78a4f20e2ebd3ac1… | The document’s bottom-line recommendation is to keep building on Microsoft Fabric because it is the right foundation for data and BI, while Pyrana strengthens that choice. | active | contextual | yes | |
| fc5f0f36fc4f13d3… | Configuration-over-code is defined as agent or workflow behavior driven by versioned YAML so that new use cases can be shipped without platform changes. | active | contextual | yes | |
| 0650dab5abb52604… | HITL stands for human-in-the-loop and refers to approval or checkpoint steps where a person reviews or authorizes an agent’s action. | active | contextual | yes | |
| ac7c35b7c9fa456d… | PyranaHarness is defined as Pyrana’s orchestration engine that plans work, calls tools, observes results, and iterates under explicit controls. | active | contextual | yes | |
| 8c192eed4b688b4c… | A Context Unit, abbreviated as CxU, is defined by Pyrana as an atomic, content-addressed, cited unit of knowledge consisting of a claim plus verifiable supporting evidence and versioned with provenance. | active | contextual | yes | |
| 14cc451b6f9b5dba… | Azure AI Foundry Agent Service is defined as Microsoft’s runtime for building and hosting custom AI agents on Azure. | active | contextual | yes | |
| 2a52e0628ff345fe… | Fabric Data Agent is defined as Microsoft’s natural-language question-and-answer agent operating over governed Fabric data. | active | contextual | yes | |
| 223afa43f6c2b66e… | OneLake is defined as Fabric’s unified, governed data lake and serves as the single store or system of record for the platform. | active | contextual | yes | |
| 38ce73ad7cf5126e… | The document identifies Microsoft Learn, Microsoft Azure Blog, Microsoft Fabric Blog, independent Fabric Data Agent reviews, and Microsoft Fabric pricing guides as selected references supporting the analysis. | active | contextual | yes | |
| 62bb1cbb10e328cf… | No confidential Summer Fridays data was used to prepare the brief so that the analysis remains independent of private customer data inputs. | active | contextual | yes | |
| 58c15b98835f16e9… | Statements about Microsoft Fabric and Azure AI Foundry reflect Microsoft’s documented capabilities as of mid-2026 and may continue to evolve, so Summer Fridays should verify current Fabric Data Agent capabilities and pricing against its own Microsoft agreement. | active | contextual | yes | |
| e2148ae871fd313f… | Statements about Pyrana are based on the Pyrana Platform Architecture Reference, the Internal Knowledge Graph Specification, the Pyrana Platform Overview materials, and the Pyrana build-agent and CxU-quality governance skills so that the brief’s Pyrana claims are grounded in named source materials. | active | contextual | yes | |
| d12220c1104f0b46… | The analysis compares platform layers rather than competing products by treating Microsoft Fabric as the data and analytics layer and Pyrana as the agentic applications layer so that the comparison stays scoped to complementary roles. | active | contextual | yes | |
| 6f9060b0b7e8c850… | Configuration-over-code means agent or workflow behavior is driven by versioned YAML so that new use cases can be shipped without platform changes. | active | contextual | yes | |
| 113a4dd4193510f3… | HITL means human-in-the-loop and refers to approval or checkpoint steps where a person reviews or authorizes agent action. | active | contextual | yes | |
| 9d75908d0c972ac6… | PyranaHarness is Pyrana's orchestration engine that plans work, calls tools, observes outcomes, and iterates under explicit controls. | active | contextual | yes | |
| a3c5c1d5aa6b8c48… | A Context Unit, or CxU, is Pyrana's atomic, content-addressed, cited unit of knowledge that consists of a claim plus verifiable supporting evidence and is versioned with provenance. | active | contextual | yes | |
| fcbccc2394024bef… | Azure AI Foundry Agent Service is Microsoft's runtime for building and hosting custom AI agents on Azure. | active | contextual | yes | |
| 50f188d5b7e85ea9… | Fabric Data Agent is defined as Microsoft's natural-language question-and-answer agent operating over governed Fabric data. | active | contextual | yes | |
| 98cd07921dbb3b32… | OneLake is defined as Fabric's unified and governed data lake that serves as the single store or system of record. | active | contextual | yes | |
| fcef797e761065de… | The selected references include Microsoft Learn materials on Fabric data agents, Foundry agents, Purview governance, and Fabric compliance, along with Microsoft blog posts and independent 2026 reviews and pricing guides. | active | contextual | yes | |
| 1e02e1dbaf2566e6… | No confidential Summer Fridays data was used to prepare this brief, indicating the analysis was produced without using proprietary customer data. | active | contextual | yes | |
| bc2d93a6d0804f76… | Summer Fridays should verify current Fabric Data Agent capabilities and pricing against its own Microsoft agreement because the analysis relies on Microsoft's documented capabilities as of mid-2026. | active | contextual | yes | |
| 0663025261213281… | Statements about Microsoft Fabric and Azure AI Foundry in the analysis reflect Microsoft's documented capabilities as of mid-2026 and may change over time. | active | contextual | yes | |
| 652fdfcc8752c803… | Statements about Pyrana in the analysis are derived from the Pyrana Platform Architecture Reference, the Internal Knowledge Graph Specification, the Pyrana Platform Overview materials, and the Pyrana build-agent and CxU-quality governance skills. | active | contextual | yes | |
| 6606abdbc826c054… | This analysis compares platform layers rather than competing products by evaluating Microsoft Fabric as the data and analytics layer and Pyrana as the agentic applications layer. | active | contextual | yes | |
| 8707e8939355b3bc… | The recommended handoff package includes business UAT, IT security and governance review, documented agent controls and tests, dashboard reconciliation to Fabric, and documentation-as-code so that deployment and transition are governed and auditable. | active | contextual | yes | |
| c95328d52d9842de… | The analysis concludes that Microsoft Fabric should remain the foundation for data and business intelligence while Pyrana should provide the AI-agent layer so that Summer Fridays can operate within one Azure estate that is fully documented for IT. | active | contextual | yes | |
| f57bf140aa2beae2… | The analysis explicitly compares platform layers rather than competing products, treating Microsoft Fabric as the data and analytics layer and Pyrana as the agentic applications layer. | active | contextual | yes | |
| aca1d030ee9999ed… | The proposed architecture keeps both layers within a single Azure estate and documents them fully for IT so that the combined solution remains operationally coherent and governable. | active | contextual | yes | |