Use cases that actually give time back.

Three automations from live client projects – with measurable impact on daily work.

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Marketing & Content

Social media on autopilot.

Every idea becomes a post – without hours of writing or hunting for the right image.

The pain

Posting takes too much time.

“We want to write a post – but then it takes an hour, and we just don't do it.”

“Which image do we even use?”

“Do we even have content that's actually interesting?”

The bottleneck isn't willingness. It's friction in the process.

Today1 hper post
−66 %
With automation20 minper post

How it works

1

Capture ideas where they happen.

A quick voice message on the go is enough. The idea lands in the content database automatically – no note gets lost.

Outcome

Minimal friction, complete capture

2

Every idea gets a first draft.

Ideas are structured and refined. AI generates a first draft automatically – you never start from a blank page again.

Outcome

Content backlog instead of writer's block

3

Monthly content meeting.

The team reviews the plan and feedback. AI optimizes drafts and suggests matching visuals – structure replaces gut feeling.

Outcome

Reliable publishing rhythm

4

Publishing planned in advance.

Posts go out at fixed times. A calm pipeline replaces the Friday-5pm scramble.

Outcome

Posting at fixed times, planned ahead

5

Feedback loop for steady improvement.

Statistics flow back into the database every month. You see what works in black and white – and sharpen the strategy continuously.

Outcome

Continuous optimization on data

Today vs. target state

Today
With automation
Post needs to be drafted – costs 1 hour.
From idea to post in 20 minutes.
Visual for the post unclear.
AI-supported image selection.
Uncertainty whether content is interesting.
Idea assistant supports every post.
Too much friction – irregular posting.
Structured process, regular publishing.
No traffic, no leads from networks.
Digital visibility as a sales asset.
Time that stays with you60 hback per year

Based on 2 posts per week, 45 weeks per year. Numbers from live client projects.

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Finance & Office

Invoices that process themselves.

Inbox, approval, accounting – one workflow instead of five tools, no chasing anyone down.

The pain

70 % of working time goes to invoices.

“I can't even name the worst part – the whole process hurts.”

  • Scattered, inconsistent inbound channels
  • Time lost to filing, renaming and the approval channel
  • Approvals aren't reported back – constant chasing required
  • Double filing across two systems

It's not one painful step. It's the whole flow.

Today20 minper invoice
−75 %
With automation5 minper invoice

How it works

1

One consolidated inbox.

Email, scan, portal, e-invoice – everything lands in a single location. Manual sorting goes away.

Outcome

One inbox instead of four

2

AI fills the fields, you just review.

Data is extracted automatically: amount, due date, supplier, suggested approver. You open one overview, not ten tools.

Outcome

Review instead of type

3

Approval in one click, status in real time.

The approver gets a direct link – signs via PDF tool, status updates automatically. No more chasing.

Outcome

Clear ownership, clear status

4

Control without polling.

Once approved or rejected, accounting gets notified automatically. Approved invoices move to the payment folder.

Outcome

No more open loops

5

Straight into accounting.

Once approved, the invoice flows directly into the accounting system – no double filing, no second click.

Outcome

From inbox to booking in one flow

Today vs. target state

Today
With automation
Open, scan, file – 5 min
Scanner profile + mail funnel – ~1 min
Enrich, rename, assign approver – 6 min
AI extracts data and suggests approver – 0 min
Create task + manually chase – 4 min
Approval UI with automatic notifications – 2 min
Accounting upload + payment – 5 min
Prepared data transfer + payment – 2 min
Total: ~20 min
Total: ~5 min
Time that stays with you37.5 hback per month

Based on ~150 invoices per month. Phase 1 realistic: 30–40 % saved. Once dialled in (phase 2): 60–70 %.

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Engineering & Compliance

Technical documentation that almost writes itself.

A team of specialized AI agents guides the documentation – you review instead of writing from scratch.

The pain

Every documentation is essentially started from scratch.

  • Texts are written, formatted and adapted by hand.
  • Every machine is different – standardization fails at reality.
  • Documentation takes up to 10 % of project time – time missing from engineering.

If you build technically, you shouldn't be staring at a blank Word document every time.

Today100 %manual docs
Engineer reviews, doesn't write
With automation~50 %automated

Five agents, one goal: a finished documentation.

Orchestrator

Lead agent

Guides the whole documentation process. Asks about milestones – maintenance, decommissioning, edge cases. You never start from a blank page.

Table of contents & standards compliance

Structure architect

Delivers chapter structure and formatting – ISO/ANSI-compliant. Layout works straight away.

Clarity & accessibility

UX editor

Writes drafts that are understandable and accessible. From technically correct input comes text users actually understand.

Photo instructions & placeholders

Image director

Sets photo instructions and placeholders. You know exactly which image is needed where.

ANSI Z535 / ISO check

Safety agent

Checks every chapter against the risk assessment. Safety notices per ANSI Z535 and ISO are added in full.

How it works

1

Dialog start & scope.

The lead agent clarifies milestones: which lifecycle phases belong in the docs? Which edge cases? Coarse structure and chapters are set.

Outcome

Table of contents stands, content is clear

2

Guided drafting per chapter.

UX editor writes the draft, image director sets placeholders, your engineer adds technical correctness. Placeholders mark what's open.

Outcome

Chapter draft is ready

3

Validation & safety.

The safety agent checks the chapter against the risk assessment: which hazards are relevant? Are all notices complete? ANSI Z535 / ISO check.

Outcome

Safety-reviewed chapter

4

Review & approval.

Your expert reviews the domain specifics – the last 40 %. Approval or revision loop in the same chapter. Then: next chapter. Finally: finished Word document.

Outcome

Loop until every chapter is signed off

Today vs. target state

Today
With automation
Texts written, formatted, adapted by hand – 100 % manual.
UX editor simplifies, structure architect delivers compliant form – ~60 % automated.
Every doc started over, formatting from scratch – 100 % manual.
Lead agent guides structured work – no blank page, ~80 % automated.
Review, domain adaptation, sign-off – 100 % manual.
Review intentionally stays with the expert – 100 % manual.
Time that stays with you85 hback per person and year

Based on ~1,700 working hours/year and a 10 % doc share. With three benefiting people, that's roughly 250 hours per year.

Important note: documentation is methodically guided but does not replace legal review. Technical responsibility stays with the responsible engineer.

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Which use case fits your business?

In a free initial 30-minute call we look together at where your biggest leverage is – and which use case pays off fastest.

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