Why this exists → · How it’s built →

Product

One platform to capture, structure and activate knowledge.

One substrate. Every surface below — documentation, the API, the Agent Kit — is a projection of it.

Capture → Structure → Update → Challenge → Detect → Suggest → Act

EigenVertex turns documents, meetings, web pages, audio, images, emails and expert conversations into living corpora — connected, searchable, challengeable and actionable by humans or agents.

Not another chatbot. A complete intelligence layer for your organization.

The product suite, connected

EigenVertex CoreEigen ScannerEigen RecorderEigen CompanionStudio ArtefactsMultimodal ChatProjects & MeetingsSemantic GraphAPI & Agents

Every module above reads from the same substrate — corpora, graph memory, evidence. Documentation, the API, and the Agent Kit are projections of it, not separate products.

How it’s built → · Watch it happen →

The knowledge flow

Capture → Ingest → Structure → Connect → Reason → Produce → Act

EigenVertex is built around a simple idea: knowledge is not static. It arrives from documents, meetings, websites, emails, images, audio notes, scanned pages, presentations, expert conversations and operational systems. EigenVertex captures it, structures it, links it, updates it and makes it usable through agents, APIs, visual exploration and rich artefact generation.

01 Capture Pull knowledge in from documents, meetings, the web, email, voice and mobile capture.
02 Ingest Parse, OCR when needed, and prepare every source for structuring.
03 Structure Chunk, index and link sources into a corpus with full traceability.
04 Connect Place each piece of knowledge in the semantic graph and the project memory.
05 Reason Retrieve, traverse and reason over corpus, graph and temporal memory together.
06 Produce Generate documents, decks, digests and audio from validated knowledge.
07 Act Hand decisions to humans or agents, then watch, refresh and repeat.

Capture & Ingestion

Capture everything. Lose nothing.

EigenVertex provides multiple capture channels so knowledge can enter the system from the real world, from files, from conversations, from the web, or from your existing tools.

Eigen Scanner — capture to corpus Screenshot placeholder

Eigen Scanner

An optimized scanning experience on iOS, Android, PWA and web — built for fast, high-quality capture of physical documents: handwritten notes, printed reports, letters, books, contracts, invoices, archives and research material.

  • Automatic framing and perspective correction
  • Image cleanup, de-skewing and document enhancement
  • High-performance OCR, including Mistral OCR
  • Export to DOCX, PDF, Markdown, HTML or structured JSON

From paper to corpus in seconds.

Drag, drop, ingest — files become a corpus Screenshot placeholder

Universal file ingestion

EigenVertex ingests files in every major format and turns them into structured, traceable, searchable corpora.

  • PDF, DOCX, PPTX, XLSX, Markdown, HTML, TXT, images, audio and video transcripts
  • Parsing, OCR when needed, chunking and metadata extraction
  • Semantic indexing with full source traceability
  • Versioning and clean re-ingestion
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Web, site & video ingestion

EigenVertex can ingest a single web page, a set of URLs, or an entire website — extracting content, cleaning noise, and preserving source references.

  • Single page, full website, documentation site or blog
  • Public reports, knowledge bases and online documentation
  • YouTube video ingestion through transcript and metadata
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Email & conversation ingestion

EigenVertex ingests email threads, customer conversations, expert exchanges and internal discussions — keeping every decision traceable back to its source.

  • Customer service history and support conversations
  • Project decisions and sales conversations
  • Recruitment exchanges and legal or administrative trails
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Dictated notes

Users can dictate notes directly into EigenVertex. A spoken idea, meeting recap, field observation or expert intuition becomes part of a corpus immediately.

  • Voice note capture and transcription
  • Semantic enrichment and project association
  • Instant corpus update
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Chat answer re-ingestion

Any useful answer generated by chat or by an agent can be re-ingested into the relevant corpus — refining EigenVertex’s working knowledge while keeping source material, generated synthesis and validated knowledge distinct.

  • One-click "Add to corpus" from any chat answer
  • Human validation before it becomes part of the corpus
  • Clear separation between source, synthesis and validated knowledge
A scanned score becomes structured music data Screenshot placeholder

Score intelligence (OMR)

For advanced domains such as music, EigenVertex goes beyond generic OCR with a specialised ingestion path using high-performance Optical Music Recognition.

  • Scan or photograph a score, processed through Audiveris
  • Structured MusicXML output, rendered cleanly with Verovio
  • A correction workflow before integration into the corpus

For advanced domains such as music, EigenVertex can go beyond generic OCR and provide domain-specific ingestion pipelines.

Eigen Companion

Capture from everywhere.

Eigen Companion is the lightweight bridge between your devices and EigenVertex. It enables instant document export and ingestion from macOS, Windows, iOS, Android, your browser and your desktop apps — wherever knowledge appears.

  • "Share to EigenVertex" from any app
  • Send a document, a webpage, a PDF or selected text
  • Send a screenshot, an audio note or a file from Finder / Explorer
  • Send a mobile capture straight into a corpus

No copy-paste. No lost context. Just send it to EigenVertex.

Share sheet — send to EigenVertex Screenshot placeholder

Eigen Recorder

Meetings, notes and conversations become knowledge.

Eigen Recorder, available on iOS, Android, PWA and web, captures meetings, voice notes, interviews, field observations and expert discussions. It does not just transcribe — it understands the meeting as a knowledge event.

Powered by Voxtral for speech intelligence and EigenVertex agents for structuring, summarizing and extracting decisions.

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Recording & transcription Live or post-meeting transcription, accurate and fast.
Speaker diarization Each voice identified and attributed across the conversation.
Meeting summary A structured recap, not a wall of raw text.
Decisions & action items Extracted automatically, with owners and context.
Open questions & objections What stayed unresolved, kept visible instead of lost.
Contradictions & follow-ups Tensions flagged, follow-up tasks generated.

Eigen Recorder does not just transcribe. It understands the meeting as a knowledge event.

Executive meetingsProject meetingsRecruitment interviewsSales callsMedical or expert interviewsCustomer service callsBoard meetings

Studio Artefacts

Turn knowledge into polished outputs.

Studio Artefacts is the production layer of EigenVertex. It transforms structured knowledge into high-quality deliverables: analysis documents, executive summaries, briefings, decision briefs, recruitment reports and board packs.

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Documents & reports

Generated from the corpus, with structured sections, an executive summary, an appendix and full citations.

  • Source traceability on every section
  • Custom tone and structure
  • Export to PDF, DOCX, Markdown or HTML
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Presentations

EigenVertex can generate presentations that respect your visual identity, by injecting your own PowerPoint templates.

  • Branded decks from your own .pptx template
  • Sales decks, steering decks and board presentations
  • Research presentations built from corpus evidence
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Audio Studio

Instead of reading a 40-page report, listen to a structured debate, a briefing or a synthetic conference generated from the corpus.

  • Contradictory discussions and debates
  • Lectures, briefings and conference-style explanations
  • Podcast-style and executive audio memos

Multimodal Chat

Chat with your knowledge constellation.

EigenVertex includes a multimodal chat component, embeddable into client applications. It feels as natural as chatting with your usual LLM — except the assistant is grounded in your own knowledge, documents, meetings, projects and semantic graph.

  • Text, image, voice and file input
  • Citations and references on every answer
  • Corpus-aware and project-aware context
  • Re-ingestion of useful answers, embeddable in client apps

This is not a generic chatbot. It is a conversational interface over your living knowledge system.

Chat UI with sources and corpus selector Screenshot placeholder
Project dashboard — decisions, risks, next steps Screenshot placeholder

Projects & Meetings

From discussion to execution.

EigenVertex lets you create projects and connect every relevant piece of knowledge to them — documents, meetings, notes, emails, decisions, actions, reports, objectives, risks, contradictions and follow-up items. EigenVertex turns meetings into structured project memory.

Project corpus Every document and decision lives in its project context.
Decision & objective tracking Traced back to the evidence and the meeting that produced them.
Action item extraction Owners, deadlines and context, captured automatically.
Timeline of events What happened, when, and what it changed.
Contradiction & follow-up detection Unresolved questions surfaced instead of buried.
Project memory A memory that compounds meeting after meeting.
Recruitment projectCustomer projectBoard committeeProduct roadmapResearch projectLegal caseMedical consultation follow-upSales opportunityService customer case

Semantic Graph

Navigate meaning, not folders.

EigenVertex builds and exposes semantic graphs across corpora, projects and knowledge constellations — entities, topics, concepts, documents, decisions, meetings, people, organizations, claims, contradictions, evidence, actions and risks.

  • Visual graph navigation and querying
  • Graph-based retrieval across corpus and project links
  • Temporal links and full source traceability
  • AI-assisted interpretation of relationships

See how knowledge connects. Ask why. Follow the evidence.

Nodes, edges and a selected context panel Screenshot placeholder

The Corpora Constellation.

A company does not have one memory. It has many connected memories. EigenVertex organizes knowledge into specialized corpora — by project, by customer, by domain, by meeting series, by function, by source type — that stay independent but can be linked together whenever it matters.

EigenVertex turns them into a constellation: specialized, traceable, updateable and actionable.

The product suite, connected Constellation

Self-Discovery & Publishing Loop

EigenVertex does not just answer your knowledge base. It keeps it alive.

From passive RAG to active domain intelligence.

Most AI systems wait for a question. EigenVertex can actively watch a domain, detect what is missing or changing, propose new sources, queue evidence for review, refresh compiled memory and publish outputs with provenance.

Install a specialized analyst on a domain — one that watches, detects, updates and publishes.

01 Corpus, projects & sessions The living material EigenVertex already knows and works from.
02 Detect gaps and changes Find what is missing, weak, contradicted or out of date.
03 Discover candidate sources Search for sources, entities and claims worth adding.
04 Score, deduplicate and queue Every candidate explained, not just ranked.
05 Human or agent decision Accept, reject or watch — under explicit policy.
06 Ingest selected evidence Accepted sources enter the corpus through the same connector.
07 Refresh vectors, graph & temporal memory Only the impacted layers are updated.
08 Publish grounded outputs Briefs, digests, decks and pages — then measure feedback and repeat.

Passive RAG

  • Answers questions
  • Depends on existing sources
  • Becomes stale
  • Rarely explains what is missing

EigenVertex Discovery Loop

  • Detects missing coverage
  • Discovers candidate sources
  • Tracks changes over time
  • Refreshes memory selectively
  • Publishes grounded outputs
  • Keeps humans in control

API & Agent Layer

Build your own intelligence workflows.

EigenVertex exposes its capabilities through an OpenAI-compatible API, so you can use the platform inside your own agents, applications and workflows. EigenVertex is not only an application — it is an intelligence infrastructure layer for agentic software.

  • Ingest documents and create corpora
  • Query corpora and traverse the semantic graph
  • Generate artefacts and launch agents
  • Embed multimodal chat in your own applications
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Product workflows

The same suite, applied to real work.

Every capability above composes into end-to-end workflows. Here is what they look like in practice.

Research & Intelligence
In
Web pagesPDFs and reportsNotesVideos
↓
Out
Research corpusSynthesis & executive briefingSemantic graphAudio briefing
Meetings & Decisions
In
Meeting recordingTranscriptDocumentsAgenda
↓
Out
Decisions & action itemsTraceabilityFollow-upProject memory
Customer Service Intelligence
In
EmailsSupport ticketsCall transcriptsProduct docs
↓
Out
Customer case corpusAnswer suggestionsIssue patternsEscalation briefing
Recruitment
In
CVsJob descriptionInterviewsCandidate emails
↓
Out
Candidate corpusInterview synthesisComparison matrixStructured recommendation
Board / Executive Pack
In
Project updatesMeeting notesFinancial docsStrategy docs
↓
Out
Board packDecision memoRisk mapPresentation deck
Expert Domain Intelligence
In
Domain documentsTechnical filesInterviewsSpecialist notes
↓
Out
Domain corpusSemantic graphDiagnostic reportAPI integration
Build your organization’s intelligence layer.

EigenVertex brings capture, corpora, semantic graphs, agents, artefact generation and APIs into one coherent platform.