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.
- SAPmaterial master · lots 2231-A, 2231-B · equipment recordsReads · stays in SAPaccess granted by its owner
- Snowflakeharvest results · BR-0410 to BR-0421Reads · stays in Snowflakeaccess granted by its owner
- Veeva VaultP-14 master batch record, Rev 3 · DV-0088Reads · stays in Veeva Vaultaccess granted by its owner
- SharePointthe batch record scans · BR-0412, BR-0415, BR-0421Moves · to Document Intelligenceaccess granted by its owner
- Outlookcertificate-0091.pdf · certificate-0088.pdfMoves · to Document Intelligenceaccess granted by its owner
- PubMedcell-culture media variabilityReads · the literaturepublic source
- A configured destinationthe reviewed fields of the feeding recordsPublishes · after your experts' reviewyour destination
5 sources approved · every value keeps its lineage · nothing migrated
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- 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.
Put the knowledge in your systems to work.
Connect the information the job needs. Your existing systems remain the source of truth.
Explore connectors- SAPEnterprise systemsAvailable
- SnowflakeData platformsAvailable
- Veeva VaultDocumentsAvailable
- SharePointDocumentsAvailable
- Outlook / Microsoft GraphDocumentsAvailable
- SFTPFile storesAvailable
- PubMedScientific sourcesAvailable
- REST API and webhooksEnterprise systemsAvailable
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- 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
- 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
- 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
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- 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 - Katalyze
Katalyze connects the relevant sources
Use the supported connections and document workflows selected for the job.
reads · moves · nothing migrated - Katalyze
Katalyze builds operational context
Create and tune the Ontology and connect source-linked information in the Knowledge Graph.
lineage kept · no migration - 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 - 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 - Katalyze
Katalyze supports subsequent work
Reuse and expand the Context Layer as additional operational jobs are brought into scope.
one Context Layer · every job
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
How Katalyze fits your team's work.
Explore the records, responsibilities, and review process behind the work.
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.



