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AI-Supported Test & Measurement

Measurement made agentic

SweepMe! is the platform for agentic test and measurement automation. Connect instruments from any manufacturer, then prompt your bench or build sequences by drag and drop. You or the agent, you decide.
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In Action

One software. Every instrument. Any measurement.

SweepMe! controls instruments and runs measurement routines through a visual sequencer. Add any device via Python, with no extra licensing and no vendor lock-in.
Visual sequencer
Build sequences from modules in a visual tree. No coding needed.
Instrument drivers
Hundreds of existing drivers. Any new device is quickly added.
Agent control
Connect your AI agent. It runs the measurement, you stay in control.

AI Workflow

Prompt your bench

Ask in plain language. The agent sends the commands, reads the values and decides the next step based on the last result. You follow the data live.

You prompt your AI agent:

Your bench:

  • Keithley 2636B · SMU A, gateidle
  • Keithley 2636B · SMU B, drainidle
  • MPI probe station · SENTIOidle

Device under test: nMOSFET, W/L = 10 µm / 0.25 µm, on wafer

Your agent at work:

  1. Moved the prober to die 14 and contacted the pads
  2. Set the current compliance, kept Vg within 2.5 V
  3. Swept Vg from −0.5 to 2.0 V at Vd = 50 mV
  4. Repeated the sweep at Vd = 1.0 V
  5. Extracted Vth at maximum gm, the swing and DIBL

Live data and result:

Threshold voltage
0.00V
Subthreshold swing
0mV/dec
DIBL
0mV/V
On/off ratio at Vd = 1 V
8.5 × 10⁷

Discover AI Instrument Control, now in early access

Our Users

More than 100 companies and research institutes trust in SweepMe!

From global semiconductor manufacturers to university research groups. See who relies on SweepMe! to run their measurements.

See selected users

Benefits

Why teams choose SweepMe!

Accelerate your measurement automation with proven technology that delivers results from day one.

Speed

Go from idea to measurement in minutes, not days: prompt an agent or drag modules into a sequence.

10x faster development

ROI

Investment often pays for itself in the first month through reduced development time and costs.

Immediate returns

Retro-Fit

Connect with new and legacy equipment. Give old instruments and machines a second life.

Universal compatibility

Sharing

Access 300+ ready-to-use instrument drivers. No need to reinvent the wheel.

Extensive library

Cooperate

Exchange ideas and experiences with colleagues. Benefit from community knowledge.

Active community

Learning

Easy to adapt for new coworkers. AI assistants answer questions and help with the first setup.

Quick onboarding

Join hundreds of researchers and engineers who trust SweepMe! for their measurement automation needs.

Start measuring with AI in the loop today!
Contact us for a SweepMe! Pro trial license.

Fresh from SweepMe!

Latest News

Product releases, new drivers, and announcements wrapped from our LinkedIn channel.

See all our news Go to LinkedIn

Where to find us

Upcoming Events

Meet us in person at trade fairs and symposia, or join one of our online seminars.

Electronica and Semicon 2026

November 10-13, 2026 • Munich, Germany

Meet us at the world's leading trade fair for electronics, the Electronica 2026, and at the Semicon 2026 in Munich from November 10th to 13th.

Reach out if you will be there and want to talk about measurement automation with SweepMe!.

See all upcoming events

Scientific Publications

Every two weeks a paper using SweepMe! is published

Researchers worldwide innovate more quickly by using SweepMe! for their measurements. Here is one recent example of a publication explicitly citing SweepMe!.
  • Immediate Organic Room-Temperature Phosphorescence in Programmable Luminescent Tags Enabled by Oxygen-Free FabricationLucy Winkler, Karl Sebastian Schellhammer, Sebastian ReinekeAdvanced Materials Technologies (2026)

Find more than 100 papers

Who is behind SweepMe!

Built from real lab practice

Physicists and engineers who know what a setup has to deliver, from the first driver to a complete measurement system.

SweepMe! was founded in 2018 by Dr. Axel Fischer and Dr. Felix Kaschura after their PhDs in applied physics. Since then the company has grown into a service oriented partner for industry and research alike, and more than 100 companies and research institutes run their measurements with SweepMe! today. We know what a measurement setup has to deliver, we make the technology work for you, and we understand the science behind your data.

Meet the teamPublications that cite SweepMe!

Have a Question? We're here to help!

SweepMe! Feature Overview

SweepMe! in a Nutshell

Learn what SweepMe! can do for you in one minute.
Agentic Measurement

Prompt your bench

Connect any AI agent via the SweepMe! MCP server. It runs your measurements, and limits and recording stay in SweepMe!.

Use Cases

One Tool, many Measurement Applications

SweepMe! is versatile and can be used in many different applications. Here are some of the most common use cases.

The on-wafer characterization of multiple dies and subsites is a standard task in semiconductor industry. Often, many instruments have to be combined, such as parameter analyzers, SMUs, or network analyzers. To allow measurements of a device with different instruments, a switching matrix is used.

To deposit thin-films in vacuum chambers, material crucibles are heated up with temperature controllers and quartz crystal microbalances (QCMs) are used to monitor the rate. By using a PID controller, deposition rates are stabilized to allow for processing layers fully automatically. Background image © VACGEN Ltd

Standard key parameters like open-circuit voltage (Voc), short-circuit current (Isc), max. power point (Mpp), or fill factor (FF) can be retrieved by measuring current-voltage characteristics under standard illumination. Furthermore, the external quantum efficiency at different wavelengths is essential to understand the spectral activity of a solar cell.

The characterization of LEDs is strongly related to detecting the correct amount of emitted power into all possible directions. It requires either the use of an integrating sphere or the measurement of angle-dependent spectra.

Silicon Photonics is a technological field in which structures are processed on silicon wafers that can guide and process light. These chips are used for processing optical signals in many applications like high-speed data transmission, optical computing, and sensing technology. Background image © MPI corporation

New batteries, e.g. for electric cars, need to by tested by performing many charging and discharging cycles to prove long-term operation. It is of further interest to measure the behavior at different loads and different temperatures.

A typical task is the repetitive testing of a memory device by applying different voltages for 'write', 'read', and 'erase'. Furthermore, it needs to be tested how long each state of the memory can retain. The resulting retention time is a key parameter for non-volatile memories.

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Semiconductor devices
Vacuum deposition
Solar cells
Light-emitting diodes
Silicon photonics
Batteries
Memory devices

See our detailed use case pages

Instruments

More than 300 Instruments ready to use

SweepMe! is compatible with a wide range of instruments from leading manufacturers, ready for you and for your AI agent.

See all instruments

Quick facts

The most important things about SweepMe! at a glance

What is SweepMe!?

SweepMe! is a vendor independent, low-code platform for AI-supported test and measurement automation. It controls instruments from many manufacturers through one interface, and a measurement runs either from a sequence you build by drag and drop or from an AI agent that operates the instruments.

Can an AI agent operate SweepMe!?

Yes. From version 1.6, SweepMe! Pro includes an MCP server, so AI agents such as Claude Code, OpenAI Codex, Cursor, or open-source models can load and run measurement sequences and read the results. You are free to use any AI tool, either from a commercial supplier or as in in-house solution. AI Instrument Control, where the agent operates the instruments directly within safety limits, is in early access.

Which instruments and interfaces are supported?

More than 300 instrument drivers are available, from source measure units and oscilloscopes to wafer probers. Instruments are connected via GPIB, USB, Ethernet, COM and other interfaces, and any further instrument can be added through the open Python driver interface.

Do I need to be able to program?

No. Describe the measurement to an AI agent, or build it by dragging modules into a tree-like sequencer. Python is available when you want it, for custom functions and for your own instrument drivers.

Which platform does SweepMe! run on?

SweepMe! runs on Windows and is installed locally, so your measurement data stays in your lab.

What does SweepMe! cost?

The basic version is free. SweepMe! Pro is licensed per month with separate prices for academia, business and enterprise use, and services such as driver development, system integration and support are booked separately.