ConductVision Microscopy

From any microscope to analysis‑ready

Automatic tile stitching, format conversion, and image preprocessing — 150+ microscope formats in, clean analysis-ready data out. In minutes, not hours.

.CZI.ND2.LIF.OIB.VSIAuto-stitch up to 10K tilesGPU-accelerated
View Pipeline
Processing Speed
0xGPU
1.0xCPU baseline
Format Coverage
0formats
0vendors

Every Microscope. One Pipeline.

ConductPrep reads natively from every major vendor. Click a card to see supported formats and auto-actions.

Import → Align → Enhance → Scale

Four stages from raw acquisition to analysis-ready data.

Import

  • 150+ formats via Bio-Formats
  • Auto-metadata extraction
  • Channel splitting & series detection
  • Batch import from folders
  • Headless CLI mode
  • Watch-folder automation

Align

  • Phase correlation stitching
  • Basic tile registration
  • Z-drift correction
  • Global optimization refinement
  • Multi-round alignment
  • Cross-session registration

Enhance

  • Background subtraction
  • Flat-field correction
  • Intensity normalization
  • GPU Richardson-Lucy deconvolution
  • Wiener deconvolution
  • Theoretical & measured PSF estimation

Scale

  • Images up to ~10 GB
  • Standard TIFF/OME-TIFF export
  • Basic pyramidal output
  • Zarr/Dask block processing
  • Terabyte dataset support
  • Multi-resolution pyramid generation

See the difference

Before
After
Pipeline
4 stages
<2 min per image

Built for Core Facilities

Processing speed and feature depth for high-throughput imaging cores.

Stitch 10×10 mosaic~2 GB, 16-bit
ConductPrep12s
FIJI45s
Imaris38s
Deconvolve Z-stack1024×1024×200, 2-ch
ConductPrep90s
FIJI480s
Huygens120s
Imaris180s
Convert 500 GB SVSWhole-slide pathology
ConductPrep25min
FIJI40min
Imaris35min
Build pyramid (Zarr)1 TB light-sheet
ConductPrep45min
FIJI180min
Imaris90min

Tested on 64 GB RAM, NVIDIA RTX 4090. Lower is faster.

Pricing

Basic

$0

Included with Microscopy License

  • 150+ format conversion
  • Phase correlation stitching
  • Background subtraction
  • Flat-field correction
  • Images up to ~10 GB
  • Standard TIFF/OME-TIFF export
Included with every ConductVision Microscopy license

ConductPrep Pro

$1,950/yr

GPU acceleration, batch processing, 10K+ tile stitching

  • GPU Richardson-Lucy & Wiener deconvolution
  • Terabyte-scale Zarr/Dask processing
  • Batch import, CLI, watch-folder
  • Global optimization stitching
  • Multi-resolution pyramid generation
  • PSF estimation (theoretical & measured)

Ready to transform your microscopy workflow?