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Katalyze announces $10.5M seed round. Read the press release

Katalyze for Digital and IT Teams

Put pharmaceutical AI to work with your existing systems.

A useful AI deployment needs the right records, an understanding of the process, and clear responsibilities. Katalyze connects operational information and runs governed Agentic Solutions while your existing systems remain the source of truth.

Enterprise integration · operational context · governed AIrun 2026-03-18-0412 · 6 systems · March 2026
  1. SAPmaterial master · lots 2231-A, 2231-B · equipment recordsReads · stays in SAPaccess granted by its owner
  2. Snowflakeharvest results · BR-0410 to BR-0421Reads · stays in Snowflakeaccess granted by its owner
  3. Veeva VaultP-14 master batch record, Rev 3 · DV-0088Reads · stays in Veeva Vaultaccess granted by its owner
  4. SharePointthe batch record scans · BR-0412, BR-0415, BR-0421Moves · to Document Intelligenceaccess granted by its owner
  5. Outlookcertificate-0091.pdf · certificate-0088.pdfMoves · to Document Intelligenceaccess granted by its owner
  6. PubMedcell-culture media variabilityReads · the literaturepublic source
  7. A configured destinationthe reviewed fields of the feeding recordsPublishes · after your experts' reviewyour destination

5 sources approved · every value keeps its lineage · nothing migrated

The working week

Where your team's time goes.

Finding records, reconciling details, and writing up findings leave less time for the next technical question.

Explore Document Intelligence
March 2026Fri 20
Scoping the operational use case
A useful connection starts with the work to be done and the information it requires.
Finding the data and its owners
Relevant documents and system data can span functions and external partners.
Defining context and controls
Technical access alone does not explain the records or establish how the work should run.
Putting the deployment into use
IT and process owners assess whether the deployment meets the operational need and controls.
Your systems

Put the knowledge in your systems to work.

Connect the information the job needs. Your existing systems remain the source of truth.

Explore connectors
Where to start

Where Katalyze can support your team.

Connect the knowledge each solution needs, then use it to investigate questions and prepare work for review.

Explore all solutions
  1. 01

    Deviation Investigation

    Support an investigation with the records, context, and controlled access the defined job requires.

    • Veeva Vault · SAP · Snowflake
    • 5 sources approved
    • published after review
  2. 02

    Yield Optimization

    Connect relevant process and material information so experts can investigate a change in performance.

    • Snowflake · Veeva Vault · ScienceDirect
    • 12 batches · lineage kept
    • stays where it is
  3. 03

    Raw Material Characterization

    Bring material and supplier information into the operational context used by scientists and engineers.

    • Outlook · SAP · SharePoint
    • certificates 0088, 0091 · read into your schema
    • nothing migrated
Who does what

Give your team time to work through the hard questions.

Katalyze investigates evidence and drafts documents. Your experts refine the work and decide what follows.

How Agentic Solutions work
  1. Your Digital and IT team

    Your team sets the deployment scope

    Agree the operational job, source owners, access requirements, and review responsibilities.

    5 sources approved
  2. Katalyze

    Katalyze connects the relevant sources

    Use the supported connections and document workflows selected for the job.

    reads · moves · nothing migrated
  3. Katalyze

    Katalyze builds operational context

    Create and tune the Ontology and connect source-linked information in the Knowledge Graph.

    lineage kept · no migration
  4. Katalyze

    Katalyze runs the selected solution

    Investigate the evidence and draft documents or action plans within the selected solution, with controlled access and a recorded run.

    run 2026-03-18-0412
  5. Your Digital and IT team

    Your teams evaluate the deployment

    Assess the output, intended use, and operational requirements with the relevant business and quality owners.

    publishes · configured destination
  6. Katalyze

    Katalyze supports subsequent work

    Reuse and expand the Context Layer as additional operational jobs are brought into scope.

    one Context Layer · every job
Customer experience

Katalyze in pharmaceutical operations.

What really separated Katalyze was that it was built for an enterprise like Sanofi from day one. The ontology layer was already in place. Data ingestion into the intelligence layer was solved. They had the security, the governance, the deployment story, everything we needed to scale this across R&D, not just run a pilot in one corner of the organization.

Sabya DGlobal Head (VP) R&D Data Platforms & Products
Live on your existing stack, not months
2 weeks
Of the pharma top 20 run Katalyze
5
Doses delivered with Katalyze
10M
Questions

How Katalyze fits your team's work.

Explore the records, responsibilities, and review process behind the work.

More questions and answers
Book a demo

More time for the work that moves medicine.

Bring the job you want to move forward and the records you'd like connected. Thirty minutes on how Katalyze would do the work, and where your experts come in.

Or, just a quick chat to run through the product, your call.