New: Request-to-Quote agent – 40% less time per quote. Here's how

Meet Hjalpari.
Your sovereign AI helpers.

Tailored AI helpers that live on your hardware, learn your work, and never send a single byte to the cloud.

Quotes Invoices Claims Tickets
THE APPROACH
Give every department a
colleague made of code

Tailored AI helpers that live on your hardware, learn your work, and never send a single byte to the cloud.

People plus AI, not people minus AI
Helpers handle the routine and route exceptions to a human, with a full briefing. Every action is logged, explainable and reversible.
Tailored, not bespoke
Each helper is configured to your team's templates, vocabulary and approval rules – built on a shared platform we keep improving. Custom-fit, not custom-built.
Sovereign by design
Models, prompts, documents and audit logs stay inside your network on the Hjalpari Edge appliance. No public cloud, no token billing, no data leaving the building.
Outcomes in weeks, not years
From first conversation to a working helper in weeks. We deliver a managed service, not a toolkit – your team gets the result, we run the rest.
WHY NOW
What you're actually dealing with this year

Three things we hear in every Mittelstand finance, operations, and service conversation right now.

The work piles up faster than you can hire – and your team can't keep up

our AP team runs three weeks behind. Your service desk closes warranty claims after the customer has already escalated. Exit interviews keep mentioning „too much paperwork" – and the replacement takes nine months to find.

You've heard „AI will fix this" since 2022 – and nothing has actually shipped

You've sat through the demos. You've trialled Copilot. You've added ChatGPT-licences your team mostly forgets to open. Nothing that actually talks to your SAP, your DATEV, your processes has shown up – and you're still doing the same work the same way.

Your DPO won't let ChatGPT near your data – procurement is asking too.

Your DPO won't sign off on sending invoice data to a US-hosted model. Procurement clauses now ask where customer data lives. Your auditor wants a paper trail. The shortcut everyone else takes isn't a shortcut you actually have.

OUR HELPERS
This is the type of work
we take off your team.
THE PROCESS
From first conversation
to sovereign AI helpers in just 8 weeks.
The process in detail
Week 1-2
Discovery

We sit down with your team and trace one specific task end-to-end – every input, every decision, every edge case.

Week 3-5
Building

We install the local appliance, connect it to your stack, and fine-tune the agent on your documents and your terminology.

Week 6-7
Shadow Run

Your agent works in parallel to your team. They review every output, we tune what's off. Nothing leaves your network.

Week 8+
Go live

The agent moves into production with full audit trail, monitoring, and rollback. Your sovereign AI workforce – quietly doing its job.

Let's talk about your first helper
Tell us a little about your department and the workflow you’d most like to take off your team’s plate. We’ll come back within two business days with a proposed 60-minute discovery call.
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FAQs
Questions you might have