Open Source Foundations

A gateway that gives your team one managed route to many AI models. We use it to control who can use what, log requests and set cost limits.

Some enterprise features are licensed separately.

Source code for LiteLLMWebsite for LiteLLM

A toolkit that finds personal information in text. We use it to hide or block client details before a request reaches an AI model.

Source code for Microsoft PresidioWebsite for Microsoft Presidio

An identity and access manager. We use it so staff sign in once and you decide who may use which AI tools.

Source code for KeycloakWebsite for Keycloak

A scanner that probes AI models for weak spots. We use it to test your assistants the way an attacker would, then report what to fix first.

Source code for GarakWebsite for Garak

A policy engine that turns written rules into automatic checks. We use it to enforce your AI rules consistently, in one place.

Source code for Open Policy AgentWebsite for Open Policy Agent

A catalogue that records what data you hold, where it came from and who owns it. We use it to give you a clear picture of your data.

Source code for DataHubWebsite for DataHub

A data catalogue that records what data you hold, who owns it and how it is used. We use it as another way to give you a clear picture of your data.

Source code for OpenMetadataWebsite for OpenMetadata

A tool that converts documents such as PDFs and Word files into clean, structured text. We use it to get your documents ready for AI.

Source code for DoclingWebsite for Docling

A toolkit that reads text and details from over a thousand file types. We use it to bring in files from across your business.

Source code for Apache TikaWebsite for Apache Tika

A fast analytics database that runs in a single file. We use it to profile your spreadsheets and exports without building a data warehouse.

Source code for DuckDBWebsite for DuckDB

A tool that turns raw data into clean, tested, documented tables. We use it to keep your figures consistent and easy to trace.

The paid dbt platform and its proprietary binary are licensed separately.

Source code for dbt OSSWebsite for dbt OSS

A tool that runs automated data quality checks for missing values, duplicates, out-of-range values and broken formats. We use it to catch problems before they reach your reports or AI tools.

Source code for GX CoreWebsite for GX Core

A dashboard tool for seeing how your systems are doing. We use it to show you, at a glance, whether your AI is healthy.

Source code for GrafanaWebsite for Grafana

A log store that keeps a searchable record of what happened. We use it so problems can be traced back to their cause.

Source code for Grafana LokiWebsite for Grafana Loki

A store for traces that follow a request through your systems step by step. We use it to find exactly where something slowed down or failed.

Source code for Grafana TempoWebsite for Grafana Tempo

A monitoring system that collects measurements over time. We use it to raise an alert before a small issue becomes an outage.

Source code for PrometheusWebsite for Prometheus

An open standard for collecting traces, metrics and logs. We use it so your monitoring is not tied to a single vendor.

Specification for OpenTelemetryWebsite for OpenTelemetry

A tool for tracing and measuring what your AI applications do. We use it to see quality, cost and slow spots.

Some enterprise features are licensed separately.

Source code for LangfuseWebsite for Langfuse

A simple way to run AI models on your own hardware. We use it when your data should stay in your own environment.

Source code for OllamaWebsite for Ollama

A fast engine for serving AI models. We use it when a business needs to run models on its own servers at a larger scale.

Source code for vLLMWebsite for vLLM

A tool for describing infrastructure as code. We use it so your setup can be rebuilt the same way every time.

Source code for OpenTofuWebsite for OpenTofu

A workflow tool that connects your systems and automates routine steps, including AI agents. We use it to take repetitive work off your team.

Source-available (fair-code), not open source.

Source code for n8nWebsite for n8n