AI and data systems, running in production.
Case studies from SaaS, shipbuilding, pharma and e-commerce: AI agents, document intelligence and data platforms that clients use every day.

Intelligent DataOps
An AI agent diagnoses pipeline failures and proposes each fix as a pull request.

Document Intelligence
Supplier manuals turned into ERP-ready maintenance plans, with every value cited. MVP on AWS, production on an on-prem GPU server.


Pharmaceutical Data Platform
A live feed of research publications for NLP researchers, ready within a minute.

Multi-Tenant Analytics
One Google Cloud platform for every customer, live from a single configuration file.


Warehouse Modernization
A lift and shift from Amazon Redshift to Snowflake, Dagster and dbt.
Some case studies were delivered by our co-founder Madiha Khalid before AgentixLake GmbH was formed in 2026.
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