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AnderionOps Intelligence

Cleveland, Ohio · Industrial Technology

Know what your factory is actually doing.

Anderion is developing an operational intelligence platform that brings people, machines, movement and production into one connected picture, helping manufacturers understand where time, capacity and money are being lost.

Request a Manufacturing PilotExplore the Platform

Early-stage development · Seeking manufacturing pilot partners

Product prototype · Demonstration data
Tap the screenshot to enlarge and pan.

The problem

Your factory has data. It doesn't have the full picture.

Machine systems can report production activity. Timekeeping records labor hours. Production systems track output. But understanding how those events influence one another often requires manual investigation.

Diagram: four separate sources (workforce, machines, movement and production) each feed events into one shared operational timeline.

  • Workforce

    Timekeeping, assignments and labor hours

  • Machines

    Equipment states and production activity

  • Movement

    People and material moving across the floor

  • Production

    Orders, schedules and output

Shared operational timeline

Schematic

The costliest problems often exist between systems, not inside them.

The intelligence layer

Connect the events. Understand the loss.

Anderion is being built to reconstruct what happens across a production environment, connecting operational evidence into a shared timeline and making the causes of lost capacity easier to investigate.

Example · Press 4 work area

Illustrative scenario, not measured pilot data.

  1. During one Press 4 stoppage

    1

    Machine

    Production at Press 4 stops.

  2. 2

    Workforce

    The operator remains assigned to the work area.

  3. 3

    Material

    Material delivery arrives later than expected.

  4. 4

    Timeline

    The production timeline shows a possible connection.

  5. 5

    Question

    Estimated lost output becomes a question management can investigate.

Illustrative scenario, not measured pilot data. Hypothetical timeline: Press 4 stops while its operator remains in the work area and a material delivery arrives later than expected, all within the same stoppage window.

The platform

Built to bring the factory into focus.

Explore the software behind Anderion Ops Intelligence, from plant-wide visibility and workforce flow to operational analysis.

Product prototype · Demonstration data
Tap the screenshot to enlarge and pan.

Workforce Flow. A spatial view of factory areas, staffing activity and movement events. Continuous UWB-based positioning is planned for pilot validation.

Product prototype shown with demonstration data. Hardware integrations remain in development. Screens show the demonstration plant (Lakeshore Precision Components) with sample data, not a customer site. On-screen labels such as “Live” and “Real-Time” refer to the simulated feed, and all figures are illustrative.

What we aim to reveal

Find what's slowing production down.

  • Downtime

    Investigate the operational events surrounding production interruptions.

  • Labor Flow

    Identify possible waiting, congestion and unnecessary movement.

  • Production Capacity

    Understand where staffing, material and equipment constraints may overlap.

  • Automation Planning

    Evaluate which repetitive or constrained workflows may justify automation.

Technology

Built for the factories that already exist.

Manufacturing plants run on equipment built across different decades. Anderion's approach is to use existing operational data wherever possible and add sensing only where information is missing.

  1. Existing Systems + Targeted Sensing

    Plant records and equipment signals where available; added sensing only where information is missing.

  2. Factory Edge

    Collection and normalization close to the production floor.

  3. Operational Events

    Time-stamped, source-attributed records of what happened.

  4. Ops Intelligence

    Shared timelines that make lost time and capacity easier to investigate.

Target architecture. Hardware ingestion and direct machine telemetry are in development and not yet integrated.

  • Brownfield-first

    Designed around mixed equipment and existing plant systems.

  • Local-first direction

    Edge processing where practical, with controlled external synchronization.

  • Read-oriented architecture

    Designed to observe operational signals rather than command production equipment.

Brandon Anderson, founder of Anderion, seated in a studio portrait.
Brandon Anderson · Founder

About Anderion

Built in Cleveland. Built around manufacturing.

Anderion was founded by Brandon Anderson after years of working alongside manufacturing employers through workforce and staffing operations.

The idea grew from a recurring problem: companies could collect information about their people and production, yet still struggle to explain what was happening across the operation.

We're building Anderion to help close that gap.

Company
Anderion LLC
Headquarters
Cleveland, Ohio
Stage
Pre-seed, founder-led

Pilot program

Start with one part of your factory worth understanding.

We're seeking manufacturing partners to help validate Anderion Ops Intelligence in real production environments. Begin with a defined operational problem, evaluate available data and determine what additional sensing might reveal.

  1. 1

    Define the problem

    Choose one area or recurring loss worth understanding.

  2. 2

    Evaluate available data

    Review what your existing systems already record.

  3. 3

    Identify the gaps

    Determine what additional sensing might reveal.

Request a Manufacturing Pilot

Tell us about your operation. We'll follow up personally.

All fields are required unless marked optional.

For example: recurring downtime on one line, waiting at material handoffs, or unclear capacity limits.

A brief list is plenty, such as your timekeeping system, ERP or MES, or machine types.

We use the information you provide to evaluate and respond to your pilot request, as described in our Privacy Policy (opens in a new tab). Please don't include confidential production, employee or financial information. This form is protected by Cloudflare Turnstile.