SemanticGaps

Find the structure inside large collections.

We build tools that show what matters inside large bodies of media and documents, and lead you straight back to the source. Ennyd does it for the media folders on your Mac. CAINC does it for institutional records.

Our products

Two tools, one idea.

Large collections hide their structure. Our products make it visible at two very different scales.

For your Mac

Ennyd

Find the moment. Keep the files.

A free media browser and viewer for Mac. Optional Folder Intelligence transcribes speech on your Mac, searches transcripts and visual similarity, and turns results into Moments you can play or export as ordinary files.

Free viewer · 14-day full-feature trial · $149 USD once, no subscription · Apple silicon, macOS 26 or later

For institutions

CAINC

Living Semantic Terrains of institutional records.

CAINC maps large document collections, such as 116,000+ DOJ press releases, into Semantic Terrains you can navigate by topic, entity, and time, and watch change as new documents are published.

Free public DOJ terrain · Terrain Subscriptions · Custom Terrains · Deep Dives

Sources stay where they are

Ennyd reads your folders in place, with nothing to import. CAINC keeps every document in the corpus available as evidence.

Results lead back to the source

An Ennyd result opens its file or the Moment it came from. A terrain region opens the documents that define it.

Structure is computed, not guessed

Ennyd transcribes and compares media on your Mac. CAINC computes a terrain before anyone asks a question.

CAINC

What is a Semantic Terrain?

Large institutions generate vast document corpora over decades. Federal agencies, regulatory bodies, courts, and legislatures all publish continuously. Inside that output is structure: topics cluster, priorities shift, narratives converge and diverge.

A Semantic Terrain is a living map of that structure. It shows where topics concentrate, where they connect, what is emerging, and which documents support the pattern. Keyword search finds documents you already know to ask for. Terrain shows the structure you did not know was there.

This is not a search engine or a summary tool. It is the reading produced when CAINC takes a topological measurement of institutional language at full scale.

How it works

  • The CorpusThe full document body of a named institution, ingested and continuously updated as new material is published.
  • The TerrainA computed topological map with peaks, passes, corridors, communities, and entities. The actual structural shape of the language — navigable at multiple scales, from broad themes to fine-grained neighborhoods.
  • The IntelligenceNavigate by topic, entity, and time. See enforcement shifts, entity proximity, and terrain movement as the live corpus grows.

Domains CAINC maps

Semantic Terrains for institutions that generate large, complex document corpora over time.

Government & Law

Map the enforcement landscape of federal agencies, regulatory bodies, and courts.

  • •Track prosecution priorities across administrations
  • •Locate cases and charge types in the terrain
  • •Monitor shifts in regulatory language over time

News & Media

See the structural shape of institutional communication at scale.

  • •Surface patterns invisible to keyword search
  • •Identify narrative convergence and divergence
  • •Trace how institutional language shifts around events

M&A & Finance

Navigate the terrain of regulatory enforcement relevant to due diligence and compliance.

  • •Map enforcement terrain around acquisition targets
  • •Identify rising peaks in regulatory focus
  • •Track entity proximity to prosecution clusters

Medicine & Research

Explore the corpus of clinical, regulatory, and research publication bodies.

  • •Map topic structure across publication corpora
  • •Identify emerging research clusters
  • •Track shifts in institutional focus over time

Defense & Intelligence

Analyze the structural geography of defense, security, and geopolitical corpora.

  • •Monitor terrain movement in national security language
  • •Locate entities within geopolitical corpus structures
  • •Identify boundary shifts between policy domains

Custom Corpus

Request a Semantic Terrain built from any institutional document body.

  • •Define the corpus and the institution
  • •We ingest, compute, and maintain the terrain
  • •Custom cadence and access tailored to your needs