From real-time data to production AI
ClickHouse provides the real-time data foundation. Brainforge helps teams migrate workloads, build governed analytics, and operate production AI through observability, evaluation, and ongoing delivery.
Where we help
Retail / CPG
Build faster operational and customer-facing analytics on a real-time data platform, with the context needed to move from signals to action.
Health and healthcare
Connect data, analytics, and AI workflows with the governance, observability, and evaluation needed for responsible production use.
Commercial Teams
Modernize data warehouses and operational workloads without taking on the overhead of a large enterprise transformation.
Three practical starting points
Migrate and modernize
Move priority workloads into ClickHouse and establish a clear path from the current stack to production. Brainforge supports discovery, architecture, migration, validation, and rollout.
Carve out high-value workloads
Move high-value agent, serving, and operational workloads from Snowflake or Databricks into ClickHouse without replacing the existing platform. Start with a focused cost, performance, or workload assessment.
Make AI and telemetry observable
Move Datadog, Splunk, or Elastic telemetry into ClickStack. Add Langfuse and OpenTelemetry for tracing, evaluation, feedback loops, and production operations.
What Brainforge brings
Data-platform architecture and migration delivery- ClickHouse implementation and production rollout
- Business context, data definitions, and governed access patterns
- AI and telemetry observability with ClickStack, Langfuse, and OpenTelemetry
- Production implementation, measurement, and operating support
Relevant work
ABC Home
A joint opportunity using Langfuse on a customer-service agent, with projected usage of 85Kâ200K agent traces per month. This is a current opportunity, not a case study.
Kavana
A consumer-AI workload processing approximately 1.5 million chats per day on ClickHouse, with the cluster growing from 16 GB to 64 GB.
Internal platform
Nine months in production across six agent surfaces, including a self-healing loop. We use the systems we help clients build.
Start with a focused migration or workload assessment, then move into a fixed-scope accelerator with clear exit criteria.
Ready to explore a use case?
Contact Brainforge to schedule a working session with the ClickHouse and Brainforge teams.
sales@brainforge.aiBRAINFORGE: AN INSIGHTS COMPANY