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Email: [email protected]

Phone: 01516 7732274

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Computer Vision

Foto: Steve A Johnson · Pexels

Services

Computer Vision

Computer Vision detects visible features in images or camera feeds and reports results to your team.

Free intro call

About this solution

A camera watches a fixed scene and returns counts, inspection results, or events — instead of someone counting and documenting on the side. Best start: one clear frame and one task.

Visual inspection, counting, and photo matching are tedious when they always run the same way. Light, perspective, and real defect images matter, so Computer Vision starts with a clean on-site check.

We build image analysis for one concrete task: detect, count, compare, or report. The tech evaluates photos or video frames and sends structured results to a workflow, spreadsheet, or business system.

We can host the analysis, run it on your own on-premises hardware, or in a German cloud. For cameras we also clarify which images are stored and what is discarded immediately.

Audience

You have recurring visual checks, counting tasks, or cameras on machines, in the warehouse, or in production.

Duration

4–8 Wochen

How it fits together

First we clarify the bottleneck, then we build this solution and connect it to the tools your team already uses.

  1. 01

    Consult

    We review task, images, light, and desired result.

  2. 02

    Hier

    Sehen

    Images or streams are analyzed.

  3. 03

    Melden

    Results go to MES, ERP, n8n, or a list.

What this can look like

Typical situations from consulting, engineering, and technical teams. Not client case studies.

Beispiel 01

Fertigung / Maschinenbau

Ausgangslage

On the line or at a machine, something should be visually checked or counted. Today people do that between other tasks; errors and counts enter the system later.

Ergebnis

Camera inspection at the machine: count, report visible deviations, send events to MES, ERP, or the next workflow.

Beispiel 02

Boutique consultancy

Ausgangslage

Vehicle photos for handover, damage, and documentation are taken but later sorted painfully.

Ergebnis

Image analysis for defined damage or documentation features with filing into the case.

Use cases

  • Detect damage, parts, or states in photos
  • Count objects and report results
  • Support visual checks with clear defect examples
  • Sort image data for proposals, reports, or cases

Integrations

  • Industrial and IP cameras
  • Edge Devices
  • MES / ERP
  • REST APIs and n8n

Implementation

  • Week 1–2: You show images, cameras, and desired results
  • Week 3–4: We build model, analysis, and check logic
  • Week 5–6: Workflow or system integration is built
  • Week 7–8: Test with real images and go-live

FAQ

Is Computer Vision realistic for small knowledge-intensive companies?

Yes, when task and image quality are clear. We start with a fixed scene or a recurring photo type.

How can the price be set?

Scope depends on image sources, detection goal, test data, and integration. A fixed price is possible when those points are clear upfront.

Where are images processed?

Options are hosting with us, your own on-premises hardware, or a German cloud. Storage and deletion of image data are agreed precisely.

Do we need IT, and who maintains the model?

You need good example images and domain feedback. Maintenance covers new image situations, cameras, lighting changes, and technical updates.

Does this replace our industry or production software?

No. Computer Vision delivers results into existing systems or lists; it does not replace them.

Often pairs with

All services
  • Foto: Pușcaș Adryan · Pexels

    Servicen8n-AutomatisierungA first workflow runs between mail, spreadsheets, CRM, and business software, reports errors, and is documented so your team understands it. AI only where text or documents matter.
  • Foto: Landiva Weber · Pexels

    ServiceAI process automationA workflow collects data from mail, chat, spreadsheets and specialist software, creates tasks and only brings people in for approval — instead of constantly copying back and forth.
  • Foto: Robert Clark · Pexels

    ConsultingKI-IntegrationA plan for which systems (CRM, ERP, mail, files) get connected, where data lives, and how your team uses the solution day to day — before anyone builds.

Book a free intro call

Julius Haring, founder of aixRun

“In 30 minutes we clarify which asset — knowledge, relationships, specifications — justifies a system, and what the smallest useful slice is.”

Julius Haring, founder of aixRun
No obligation and free. One contact from idea to running system.

Free intro call01516 7732274[email protected]Contact form