> ## Documentation Index
> Fetch the complete documentation index at: https://docs.thinkplatform.ai/llms.txt
> Use this file to discover all available pages before exploring further.

> ## Agent Instructions
> Choose User guide for browser tasks, Developers for CLI, SDK and external agents, and Administration for organization management.
> Confirm identity and organization/project context before operations. Documentation access does not grant ThinkPlatform permissions.
> Review side effects, verify changes with a read, and do not blindly retry an operation with an uncertain outcome.
> Use documented UI steps for the web app and documented public CLI or SDK interfaces for automation. Follow each page’s prerequisites and authentication requirements.

# Lakehouse cost report template

> Document Lakehouse spending, workload findings, and cost-saving recommendations.

## Executive summary

* Financial ActualCost: \<currency amount>; comparison: \<amount/change>.
* Allocation coverage: \<exact>, \<estimated>, \<unallocated>.
* Primary driver: \<driver, quantified evidence, confidence>.
* Immediate low-risk action: \<action and expected range>.

## Scope and evidence

| Field | Value |
| - | - |
| Profile / org / project | |
| Period / comparison period | |
| Azure data updated | |
| Databricks usage updated | |
| Query History window | |
| Missing permissions/data | |

## Financial reconciliation

| Component | ActualCost | Currency | Source | Confidence |
| - | -: | - | - | - |
| Workspace | | | | |
| Managed resource group | | | | |
| Total | | | | |
| Exact project allocation | | | | |
| Estimated project allocation | | | | |
| Unallocated | | | | |

## Ranked drivers

| Rank | SKU / workload / resource | Cost or DBU share | Activity evidence | Confidence |
| -: | - | -: | - | - |
| 1 | | | | |

## Warehouse and SQL findings

| Warehouse / SQL hash | Queries | Cache | Duration / scan | Finding |
| - | -: | - | - | - |
| | | | | |

## Job findings

| Job | Compute | Attempts / success | Duration / cost | Finding |
| - | - | -: | - | - |
| | | | | |

## Recommendations

| Priority | Change | Evidence | Expected effect | Risk / validation |
| -: | - | - | - | - |
| 1 | | | | |

## Limitations and alternative explanations

* \<billing delay, missing tags, shared-Warehouse estimation, or incomplete window>
* \<alternative explanation for each major finding>

## Reproduction

```bash theme={"system"}
<bounded tp commands or MCP tool names, without SQL text or secrets>
```


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