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AI-Native Custom Software

KNOWLEDGEHERDER

We apply cutting-edge information theory to any domain — herding fragmented data into structural intelligence.

Entropy → StructureEst. Information Theory

On demand — Knowledge Studio

Herd your own knowledge.

Knowledge Studio puts the same building blocks in your hands. Bring your documents and recordings, start from a template, and ask questions that come back with their sources.

  • Documents and recordings

    PDF, Word, text and web pages, plus audio and video, transcribed with speakers and timestamps.

  • Workflows from templates

    Start from a template, or arrange the steps yourself on a canvas: read, split, search, answer, export.

  • Answers with their sources

    Every answer cites the passages it came from, so each claim can be checked against the original.

  • People, places and things

    Pull out the names, organizations and places your documents mention, and export them as a table.

The Ask my documents template in the Knowledge Studio editor: Upload Files, Read Documents, Split Into Pieces, Prepare for Meaning Search and Save to Collection, then Question, Search by Meaning and Keywords, Answer the Question and Show Results.
Ask my documents, ready to run
A meeting recording transcribed in Knowledge Studio: each turn with its time and speaker, from Speaker 1 opening the Q3 planning sync.
A meeting, transcribed with speakers and times

Start from a template

  • Ask my documents

    Ask a question about your own documents and get an answer that cites the passages it came from.

    Upload → Read → Split → Prepare → Save → Search → Answer

  • Meeting archive

    Turn meeting recordings into a searchable collection: transcribed, split into pieces and saved.

    Upload → Transcribe → Split → Prepare → Save

Request beta access

Knowledge Studio is in a private beta. Tell us what you’d use it for and we’ll send you an invitation.

Already in the beta?Log in to Knowledge Studio

Or, built for you

Need something bespoke?

When the problem is bigger than a workflow, we design and build the system around it: your data, your domain, your people.

02 — Case Studies

Domain-agnostic expertise,
tangibly proven.

Healthcare / Community

Autism Hub

Brings together fragmented resources for parents in a situation-aware way — a single, adaptive knowledge surface that meets each family where they are.

OutcomeSituation-aware resource synthesis

  • Knowledge Graphs
  • Adaptive Retrieval
  • Context Modeling

Media / Public Safety

Missing Person Finder

Economically scans large media libraries for missing people — surfacing candidate matches across terabytes of footage without exhaustive manual review.

OutcomeScalable media evidence scanning

  • Computer Vision
  • Deduplication
  • Cost-Aware Inference

Talent / HR Tech

Better Match Algorithm

Better candidate-to-job matching using advanced language processing and knowledge graphs — reading roles and résumés as semantic structures, not keywords.

OutcomeSemantic fit scoring

  • Language Models
  • Knowledge Graphs
  • Ranking Theory

Finance / Operations

Financial Report Reconciliation

Years of timesheet data and spreadsheet contracts intelligently reconciled to produce in-depth financial reports — turning archival chaos into audit-ready clarity.

OutcomeAudit-ready financial synthesis

  • Entity Resolution
  • Document AI
  • Reconciliation Engine

Faith / Media

Small Group Media Search

An AI system to transcribe church sermons with evidence-based chat over the material — every answer grounded in the exact moment it was spoken.

OutcomeEvidence-grounded conversational search

  • Speech-to-Text
  • RAG
  • Citation Graphs

Use the arrow keys to move between case studies.

03 — The Information Theory Lab

From data overwhelm
to structural clarity.

"AI-native" and "information theory" demystified. Select a problem fragment and watch the Theory Engine synthesize it into a structured solution.

Input — Problem Fragment

Theory Engine

Output — Structured Solution

Information scattered across systems, inboxes, and silos — no single source of truth.

04 — The Synthesis Session

Let's assess the entropy
before you book a minute.

No standard forms. A short, conversational assessment that builds value first — then we pick a time to architect your solution together.

  1. Domain
  2. Entropy
  3. Urgency
  4. Contact
  5. Confirm
What domain are we organizing?

Step 1 of 5: Domain