# Reporting engines - Recurring reports, checked first

> Investor, tax and regulatory reports built from the exports you already produce, calculated in tested code and reconciled before release.

- Web page: https://www.alesanalytics.com/capabilities/reporting-engines
- Markdown: https://www.alesanalytics.com/capabilities/reporting-engines.md
- Publisher: Ales Analytics

## Reports checked before anyone sees them.

Reporting engines. Recurring reports such as investor, tax and regulatory returns, built from the exports you already produce. Calculations run in ordinary, tested code. AI helps read and map the inputs; it never produces a figure.

## Under the hood

- A deterministic calculation layer, version-controlled and unit-tested, separate from any language model.
- Every figure carries its lineage back to the source rows.
- Fixed-format outputs, such as the ILPA Reporting and Performance Templates.
- Reconciliation checks that block release when they fail, and a final human approval.

## How we work on every build

### Tested on your own work

Tested against examples from your own work before anything goes live.

### People approve what matters

A person approves anything that cannot be undone.

### Your data stays with you

Your data stays in your environment by default; any outside call is explicit and logged.

### Models stay replaceable

Models can be changed later without rebuilding the system.

## Why businesses accelerate with Ales Analytics

In a world being reshaped by AI, the advantage goes to organisations that put it to work quickly, safely and on their own terms. That is what we deliver.

### Designed around your business

Every system starts from how your organisation works today, so your people keep the processes they know and gain the speed they need.

### Works with what you have

We connect to the ERP, CRM, practice and accounting systems already in place. Nothing that works today needs replacing.

### Your data stays yours

Everything runs in your own cloud account or on your own servers, under your identity provider and your controls.

### Results you can trace

Every figure, answer and completed task traces back to the record it came from, with a full history of who approved what.

### Engineers from start to finish

The people you speak to are the engineers who design, build and look after your system, from the first conversation onwards.

### Ready for what comes next

Models can be replaced as AI advances, without rebuilding, so your systems keep getting better as the technology does.

### Ales Analytics and everything else

|  | With Ales Analytics | Everything else |
| --- | --- | --- |
| How it fits your work | Designed around how your organisation already works | Your processes adapt to the tool |
| Your existing systems | Connects to everything already in place | Often one more system to manage, or a replacement project |
| Where your data lives | Your own cloud account or your own servers | Usually someone else's platform |
| Who builds it | The engineers you speak to, from start to finish | Handed between teams over time |
| As AI advances | Models upgraded without rebuilding | Tied to one vendor's roadmap |

## Related docs

- [Data foundations and integration](https://www.alesanalytics.com/docs/data-foundations-and-integration.md): One reliable record per entity, with lineage
- [Evaluation in CI and production](https://www.alesanalytics.com/docs/evaluation-in-ci-and-production.md): Regression gates, canaries, drift and rollback
- [ILPA reporting templates](https://www.alesanalytics.com/docs/ilpa-reporting-templates.md): The updated Reporting Template and new Performance Template

## Let's build yours

Tell us a little about your work. Our engineers will come back with how reporting engines would run for you, and a fixed scope to get it live. https://www.alesanalytics.com/contact

## Contact

solutions@alesanalytics.com, or https://www.alesanalytics.com/contact.

- Every page as Markdown: https://www.alesanalytics.com/llms.txt