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Less
paperwork.
More business.

Invoices, receipts, and the work that repeats.
Drift builds custom AI automations to handle the routine, so you can get back to your business.

Let’s make
it happen.

Contact Drift

A little less on your plate

The paperwork comes in.
The busywork goes away.

Drift builds custom automations that read, check, and organise the work you do on repeat.

An invoice workflowIllustration · sample data
From your inbox
InvoiceSample supplierINV-1048
Total$248.00
Original kept
Back in your files
A useful record
Supplier
Sample supplier
Invoice
INV-1048
Total
$248.00
Matched copy filed

The workflow picks up documents from your existing inbox or folder.

A visual example, not a live upload. Each workflow is built around your business.

Contact Drift
In use · A Minnesota garden center

A match gets filed.
A question gets seen.

A weekly cross-check pairs emailed invoices with scanned approvals. Anything uncertain stays visible for a person.

Built around the client’s Microsoft 365 account. It organises paperwork; it never sends a payment.

Vendor invoiceINV-1048$248.00
Approval scanINV-1048$248.00
A match. Ready to file.

The pair is filed and the outcome is recorded.

Try changing the totals. Sample data; actual checks use the agreed matching rules.

Two live automations for family businesses: invoice cross-checking and receipt bookkeeping. Client names remain private.

Your tools.
A lighter workload.

Your inbox and storage stay the system of record. Drift connects the steps in between.

Your inboxDocuments arrive
The agreed workflowAI reads · code checks
Your filesFiled or flagged

Source documents preserved

People handle uncertain results

Access scoped for the job

A few things
worth knowing.

Clear answers, before we build.

What can you automate?

Start with invoices, receipts, or another recurring paperwork task. Drift currently runs an invoice cross-check for a Minnesota garden center and receipt bookkeeping for a gas station. We map your process first, then confirm what can be built.

Do I need to change my software?

The aim is to work with your existing inbox and storage. The invoice build uses Microsoft 365. We check access and compatibility for each new workflow; this is a custom service, not a plug-and-play app.

For that build, delegated access is limited to the working account, not the whole organisation. That is an account-level boundary, not a promise of access to only one folder. There is no direct bank or payroll access.

Where does the data go?

In the invoice workflow, a scheduled job on trigger.dev reads documents from the client’s Microsoft 365 account. Anthropic’s Claude API reads each document and returns fields. Drift’s code applies the rules and writes the results back to the client’s storage.

The AI has no tools to move files or make payments. Original emails and source documents remain available. Provider retention, runtime logs, and development copies are separate from your own storage.

Is my data used to train AI?

Commercial API data is not used for training by default. Anthropic’s standard policy deletes inputs and outputs within 30 days, with documented exceptions. Zero-data-retention is requested, not granted.

PDFs are sent within the API request. That does not remove standard retention. Read Anthropic’s training policy and retention terms.

What is still being formalised?

Zero-data-retention is requested, not granted. Written agreements, runtime-log retention and redaction, deletion, and offboarding procedures are still being formalised. Runtime logs can contain document fields; local development copies remain subject to cleanup.

The health check reports counts and timings, separate from runtime logs. An external review by University of Minnesota cybersecurity faculty is underway. No assessment or certification has been issued.

How does working with Drift work?

You work directly with Ayaan Syed. We agree the scope and price for a custom build, then an ongoing monthly retainer for monitoring, maintenance, and an agreed support scope. There is no fixed package price or promised time saving before we understand the task.

If you leave, your files stay in your systems. The written access-removal and cleanup checklist is still being formalised.

Current status: zero-data-retention is requested, not granted. See what’s still in progress.

Built for your week.
Looked after, too.

One builder, from the first conversation to the ongoing care.

  1. 01

    Show us the repeat.

    The documents, the tools, and the part that slows you down.

  2. 02

    We build around it.

    A scoped, paid build. Tested against the way you actually work.

  3. 03

    Keep it running.

    Monthly monitoring, maintenance, and a direct point of contact.

Start with one useful thing

What’s taking up
your week?

Tell Ayaan about the task you keep coming back to.

[email protected]

Ayaan Syed
Founder, Drift LLC

Minneapolis, Minnesota
Small automations.
A direct conversation.