PivotalEnterprise knowledge platform powered by your choice of LLM. Not stateless RAG: documents are ingested, entities and concepts extracted, and a persistent wiki built that grows with your organisation. Knowledge stays current, searchable and auditable.
Pivotal handles ingestion, extraction, organisation and retrieval. Your team focuses on using knowledge, not maintaining it.
Not stateless RAG. Pivotal builds a persistent wiki from your documents. Typed pages such as entities, concepts, people and decisions accumulate and organise knowledge automatically. Curators can lock a placement so the LLM cannot override it.
On ingestion, your chosen LLM extracts entities, concepts and relationships automatically. The wiki builds itself as documents flow in, without manual curation overhead.
Define agents as ordered recipes of skills - read, search, synthesise, propose edits, route to people. They run on a schedule, on demand or when knowledge events fire, and every proposed change passes through a human review queue before it reaches the wiki.
Pivotal surfaces what is missing: topics referenced across many documents with no page, people mentioned often but never profiled, and under-represented knowledge areas. Turn any insight into a wiki stub with one click.
Every page carries a grounding score - the fraction of its citations that remain valid after reingest. A nightly LLM audit adds findings for contradictions and stale facts, so you can see at a glance which pages to trust and which need attention.
Entities and concepts connect in a browsable graph and topic map. Explore relationships visually, trace concepts across documents and understand how knowledge is distributed.
Keyword and semantic search run together across both wiki pages and source documents, then results are reranked, finding answers buried across hundreds of documents with the precision of structured retrieval.
Ask questions in plain language and follow up as you go. Answers are grounded in your wiki and documents, with inline citations that link back to the source. Research and Compare modes cover longer memos and side-by-side comparisons.
The dashboard shows what has been ingested, how much of the wiki is backed by its sources and where the pipeline is up to, scoped to the space you are working in.
Each wiki page is typed, summarised and linked to the pages it relates to. A grounding badge and a sources tab show which documents back it, so you know how far to trust it.
Ask in plain language and follow up as you go. Answers draw on the wiki and the documents behind it, and every claim points back to the page or document it came from.
Research mode writes a longer memo from more sources. Compare puts two wiki pages side by side, such as two decisions, services or people, optionally focused on one aspect.
The connections view draws the wiki as a graph. Filter by page type, search for a node and cluster by section to see how services, decisions, concepts and people relate.
Insights look across what has been ingested and surface what is missing: topics mentioned across many documents with no page, people referenced often but never profiled, and under-covered areas.
Agents can draft new pages or edits, for example turning a gap into a grounded page. Nothing lands in the wiki until a person approves it from the review queue.
Pivotal is purpose-built for teams where institutional memory is a competitive advantage.
Accumulate project learnings, client context and methodologies. Every engagement enriches the knowledge base.
Precedents, policies and regulatory knowledge linked and searchable. Never lose a decision or its rationale.
Research, analysis and investment theses organised by entity. Analysts find context without hunting through archives.
Technical expertise and project history preserved and retrievable.
Pivotal is a knowledge application. It sits above the gateway and inference layers, using LLMs to build and query organisational memory.
Pivotal is an LLM-powered application. Alloy can sit in front as the gateway, managing which providers Pivotal uses, enforcing cost budgets and capturing audit logs of every inference call.
Kaizen is an AI coding agent for software teams. Pivotal is an organisational knowledge platform for any knowledge-intensive team. Both are LLM-powered applications; neither is a gateway or inference engine.
Pivotal focuses on building and querying organisational knowledge. AgentOS orchestrates autonomous agents across enterprise workflows.
Pivotal is an agentic enterprise knowledge platform. It ingests documents such as PDFs and DOCX files, uses your chosen LLM to extract entities, concepts and relationships, and builds a persistent wiki of typed pages that compounds over time. Unlike stateless RAG, every document that flows in adds to a shared knowledge structure your team can search, browse and audit.
Pivotal is designed for knowledge-intensive teams in consulting, legal, financial services and professional services where institutional memory is a competitive advantage. It suits organisations that struggle to find decisions, precedents or expertise buried in document archives, or that lose knowledge when team members move on.
Pivotal 4 shipped in Q2 2026 and is in Early Access now, with Pivotal 5 due in Q1 2027. It runs on your own infrastructure, and access control is still being built, so early access installs are deployed inside your network. Join the waitlist to get the current early access build.
Standard RAG is stateless: every query searches documents cold with no accumulated understanding. Pivotal builds a persistent wiki from your documents, extracting typed pages such as entities, concepts, decisions and summaries. Knowledge compounds with every ingestion, a grounding score tracks citation validity, and a nightly LLM audit flags contradictions and stale facts so you know which pages to trust.
Pivotal features LLM-powered entity and concept extraction on ingestion, an agentic workflow engine with skill-based recipes and a human review queue, hybrid keyword and semantic search with reranking, a knowledge graph and topic map for visual exploration, multi-space support for organisation and project spaces, and chat with follow-up questions, research memos and side-by-side comparisons, all with inline citations grounded in your own documents.
Join the Pivotal early access waitlist to register for the current access build. Join Early Access.
Pivotal is in early access. Join the waitlist to be among the first teams to deploy a knowledge base that compounds.
