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Accounting & finance

Connect Pennylane to your AI — your counterparties and their invoicing, cited

Ragnight indexes your Pennylane customer and supplier records, with their invoicing history, and makes them queryable by ChatGPT, Claude or your agents.

A supplier's VAT number, their payment terms, what they invoiced this year: the information is in Pennylane, but you have to open the tool and know where to look. Ragnight turns it into one record per counterparty, queryable in a sentence and cited.

Use case — Finance & procurement

A concrete use case

Before approving an order, you need to know who you are dealing with: is the counterparty current, what is still owed, how long have we worked together. Instead of opening Pennylane and cross-checking three screens, you ask the assistant, which cites the record.

What's this supplier's VAT number, and what do we still owe them?
VAT FR•• ••• ••• •••, payment 30 days end of month. 14 invoices since March 2024, two of them unpaid.
Pennylane · Supplier record

How it works

01 1

Connect Pennylane

Authenticate Pennylane in a few clicks. Ragnight indexes your content continuously, read-only, no developer.

02 2

Plug in your AI

ChatGPT, Claude, Mistral or your agents query Pennylane via the API or MCP connector — no copy-paste.

03 3

Cited, up-to-date answers

Every answer links back to its source in Pennylane. Sync keeps the memory current automatically.

What it changes

Semantic search across Pennylane

Ask in plain language; Ragnight finds the relevant passage inside Pennylane.

Cited, trustworthy answers

Every answer cites the source Pennylane document — verifiable, no hallucination.

No migration, read-only

Your content stays in Pennylane. Ragnight indexes it where it lives and keeps in sync.

EU-hosted, GDPR

Your data is isolated per organisation, encrypted and hosted in Europe.

Frequently asked questions

Does every invoice become a document?

No, and that is deliberate. A thousand invoices all look alike, and semantic search finds nothing useful in them. Ragnight folds their information — total invoiced, outstanding, period, latest documents — into the customer or supplier record, which is what people actually query.

Are ledger entries and bank details indexed?

No. Ledger entries and transactions stay out of scope, and no IBAN is ever indexed: a knowledge base is readable across the organisation, and bank-detail fraud starts exactly there.

What about individual customers?

They are excluded by default: they are natural persons, and their details would become visible to anyone with access to the knowledge base. An account can include them explicitly, and the number of records left out is reported on every sync.

Does Ragnight modify my data in Pennylane?

No. The Pennylane connector is read-only: Ragnight indexes your content for search, and never modifies or deletes it.

Connect Pennylane to your company's memory

Connect Pennylane, run your first search — no credit card, in under 5 minutes.