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40+ industrial companies Every answer with its source Pilot on your own data

We fix bottlenecks.
With AI that proves its number.

50+ engineers, consultants and researchers in Cologne who put AI where it rarely arrives: into the plant. Built on your data and measured against a before figure and an after figure.

40+Industrial companies skillbyte works for
PilotOn your own data, with a before figure and an after figure
50+Employees, based in Cologne
Since 2022AI for the industrial mid-market
The problem we work on

Industrial knowledge sits in people’s heads and scattered files.

A service technician retires and decades of fault patterns leave with them. A quote waits because the person who can price it is on holiday. A production plan written on Monday no longer holds on Tuesday. The gap here is knowledge, and software has never closed it, because the knowledge was never written down in a form a system could read.

That changed. Language models can read a service report from 2004, a CAD drawing, a WhatsApp thread and a ticket history, and connect them. What they need first is order, and a source for every answer. That is the part we build, starting with AskEdda.

“Our knowledge sits in SAP tables, documents and in our colleagues’ heads. AskEdda brings it together and makes it usable for us day to day. Working with skillbyte is refreshingly straightforward: short paths, quick responses and a team that really listens.”

Lisa Köhlert, CFO office and AI manager, TROESTER GmbH & Co. KG. Translated from German.
How a project runs

A pilot on your own data, then you decide.

Data access first

We work with what already exists: service logs, manuals, drawings and ticket history. Read access is enough, and your permissions still apply.

AskEdda puts your knowledge in order

AskEdda brings machines, cases, documents and terms into one shared order: your company’s ontology. Put simply, it knows which machine belongs to which case, which document and which term. Answers arrive in the tool the team already uses.

Measurement on real cases

Real faults, real staff, a stopwatch instead of slides. Resolution times and follow-up questions get logged and compared against the previous period.

Your decision

You get the before-and-after figure and the method behind it. If it does not pay off, we say so.

Proof

TROESTER: from real service cases to a strategic partnership.

TROESTER builds machines and plants in Hanover. TROESTER tested AskEdda on real service cases; it became a strategic partnership. The service history behind it spans more than 15 years and 4 sites, in several languages.

Real casesAskEdda tested on real service cases at TROESTER
15+ yearsService history from 4 sites, multilingual, findable for the service team
~2,500Invoices read in the CO2 project, about 6,500 CO2-relevant items extracted (measured)
97.5 %Of those items without correction (measured, 6,400 of 6,563)
Working with us from the UK or the US

What changes across a border, and what does not.

Language and delivery

Our engineering and consulting teams work in English. Documentation, workshops, review sessions and the assistant itself run in English, German or both at once, for teams with German source documents and English-speaking stakeholders.

Hosting and data

You get it in writing before you sign: where AskEdda runs, which language model phrases the answers and which service providers are involved. It is all set out in the data processing agreement, a separate contract next to the main one. AskEdda reads and never changes anything in your systems.

Time zones

Cologne is UTC+1 or +2, so the UK overlaps almost completely and the US East Coast overlaps by half a day. For US projects we schedule the standing calls in your morning.

Contracts

The pilot has an agreed scope and price. It ends with a number and a written method. What happens afterwards is a separate decision, and a separate contract.

Questions we get asked first

Do you work with companies outside Germany?

Yes. skillbyte works for 40+ industrial companies. We take projects in the UK, Ireland and the US where the setup fits: an industrial or engineering-led business, a bottleneck that can be measured, and someone internally who owns the outcome.

How much does a pilot cost?

That depends on the area and the sources. We name the range for a pilot after a 30-minute call and a short look at what data exists. If we think the case will not carry the cost, we say so in the call.

What if our documents are in German and our team is not?

That is a common case. The assistant reads German sources and answers in whatever language the question was asked in, with the citation pointing at the original German document.

Who sees what?

Everyone sees only what they may already open in your systems today. Your permissions still apply and are checked with every question. AskEdda reads and never changes anything in your source systems.

Who owns what gets built?

You own your data, your documents and the configuration built on them. We keep the product.

Thirty minutes, no sales deck.

You describe the bottleneck, we tell you whether it is worth building, what it would take, and what it would cost. If the answer is that you should not do it yet, you will hear that too.

Book the call →

From bottleneck to a measured number, on your own data.

Tell us the process that eats your time. We build on your real data, measure with the method agreed before the start, and if the numbers do not carry it, we say so.

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AskEdda · Knowledge HubAnswers with the source attached
Night shift: line 3 stops with error E-417. Who knows this fault?
E-417 came up twice before. The documented fix: replace the pressure sensor seal, then recalibrate. Source: service report 2023-114, page 3.
Which seal do I need, and is it in stock?
Seal kit DS-40 for the pressure sensor, 6 in stock. Source: spare parts list, revision 03/2025.
skillbyte®Home · Product · Proof · ContactRequest the call

Answers with the source attached.

Industrial knowledge, readable by the people who need it: in the hall, on the road, on the night shift.

See how it works