Pipeshub is an AI‑native execution layer for enterprise workflows that augments large language models with a knowledge‑graph‑first retrieval engine and page‑ranking algorithms, delivering answers backed by precise citations such as page numbers, paragraph IDs, and direct document links.
Funding
Funding not disclosed
Founders
Product
Problem
Enterprise AI applications often return answers that lack verifiable sources, making it difficult for teams to trust and act on the information. This hampers workflow automation, compliance, and decision‑making across organizations that need evidence‑backed results.
Solution
Pipeshub provides an AI‑native execution layer that augments large language models with a knowledge‑graph‑first retrieval engine and page‑ranking algorithms. The platform returns answers accompanied by precise citations—including page numbers, paragraph references, and direct links—to the original documents stored in connected systems. It is delivered as open‑source software (Apache 2.0) that can be self‑hosted on any infrastructure, allowing organizations to use their own LLMs or embeddings (OpenAI, Anthropic, Google, Mistral, Ollama) and retain full control over data and AI spend. Pipeshub also includes a no‑code agent builder, permission‑aware ingestion, and enterprise‑grade RBAC, audit logs, and backup/HA features for production deployments.
Target Audience
Primary customers are enterprise development teams and IT departments that need trustworthy, explainable AI for internal workflows, as well as organizations requiring secure, self‑hosted AI infrastructure.
Features
- Knowledge‑graph‑driven retrieval combined with page‑ranking to surface the most relevant evidence
- Pinpoint citations with page numbers, paragraph IDs, and direct document links for every answer
- Bring‑your‑own LLMs and embeddings; supports OpenAI, Anthropic, Google, Mistral, Ollama, etc.
- No‑code AI agent builder for creating custom workflow agents without programming
- Permission‑aware data ingestion and 50+ pre‑built connectors to enterprise data sources
- Enterprise edition adds RBAC, granular access controls, audit logs, replication, backups, and HA deployment
- Fully self‑hosted Docker deployment; community edition is free and open source