{
ARCULAE
PROPRIETARY // KNOWLEDGE // MARKETPLACE
UPLOAD · LICENSE · POLICY · RETRIEVAL
The marketplace where exclusive domain expertise meets AI

Proprietary Knowledge for Extraordinary AI Agents

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Proprietary Knowledge
001 — The Name

A small,
precious box

License exclusive domain expertise for AI agents to unlock insights no generic chatbot can deliver.

Arcula is Latin for "a small, precious box" - a diminutive of arca, the word Romans used for treasure chests. Just like their namesake, our Arculae (plural of Arcula) contain something invaluable for state-of-the-art AI agents: proprietary knowledge.

On our platform, experts package their domain expertise into Arculae. You subscribe to the ones relevant to you, combine them with your own proprietary data, and give your AI agents access to a fused knowledge base that no competitor can replicate.

As public data depletes and the open web becomes increasingly synthetic, the edge shifts to governed proprietary knowledge. Arculae makes that knowledge agent-callable through retrieval-only access, with policy, attribution, and audit trails baked in.

Generic chatbots use generic knowledge. Yours won't.

Request Access → Discover →
002
Not bulk export. Retrieval-only, policy-gated.
UPLOAD · LICENSE · POLICY · SEGMENTATION · RETRIEVAL · UPLOAD · LICENSE · POLICY · SEGMENTATION · RETRIEVAL ·
TRUSTED · ATTRIBUTION · POLICY GATES · BUDGETS · TRUSTED · ATTRIBUTION · POLICY GATES · BUDGETS ·
003 — Capabilities

From Upload to Insight

Publish / Subscribe
01
Segment, tag, license
We turn source material into fine-grained retrieval units, add semantic tags + provenance, and attach a license policy that can be enforced at query time.
Highlights
  • Normalize + chunk into retrieval units
  • Attach tags, provenance, and license gates
  • Enforce policies at query time
Key mechanics
Unit size
Configurable
Metadata
Tags + provenance
Policy
Region · use-case · quotas
02
Bounded evidence, not bulk export
Subscribers never get bulk export. Retrieval returns bounded, query-aligned evidence with exposure budgets enforced and auditable traces for compliance and attribution.
Highlights
  • Retrieval yields bounded, query-aligned evidence
  • Exposure budgets enforced per tenant + Arcula
  • Auditable trace: usage + attribution
Delivered at query time
Exposure
Bounded snippets
Budgets
Per tenant + Arcula
Trace
Usage + attribution
03
Find What Your AI Agents Are Missing
Upload what your organization already knows. We scan every Arcula on the platform and show you precisely where the gaps are — and which subscriptions would close them fastest.
Highlights
  • Upload your base corpus
  • Compare against platform coverage
  • Get prioritized gaps + top subscriptions
Gap workflow
Input
Your base corpus
Compare
Semantic similarity
Output
Prioritized gaps
04
Your IP Never Leaves the Vault
Publisher content is encrypted at rest and exposed only through retrieval. Every interaction is policy-gated, budgeted, and recorded as a usage + attribution event.
Highlights
  • Encrypted at rest with per-asset keys
  • Exposed only via retrieval + policy gates
  • Recorded usage + attribution events
Security primitives
Storage
Encrypted at rest
Keys
Per-asset DEK
Logs
Append-only events
05
Fair, Transparent, Aligned
Publishers set pricing (per request, subscription, or one-time license) while retaining full ownership. Subscribers preview quality, choose the right model, and fuse Arculae with their own proprietary base.
Highlights
  • Publishers set pricing + keep ownership
  • Subscribers preview quality before buying
  • Transparent licensing + revenue share
Commercial layer
Models
Per-request · subscription · license
Publisher share
Publisher-first (tiered)
Trial
First query free
06
The More Knowledge Flows, the Smarter Everyone Gets
Publishers package expertise. Subscribers discover gaps. Retrieval fuses proprietary with proprietary. Value compounds as coverage improves and decisions get sharper.
Highlights
  • Publish → discover → fuse loop
  • Coverage compounds as retrieval improves
  • Sharper decisions as gaps close
Compounding loop
Loop
Publish → discover → fuse
Effect
Coverage compounds
Outcome
Sharper decisions
Auto
Automatic Segmentation
PUB
For Publishers
SUB
For Subscribers
SEC
Trust & Security
004

Knowledge GAP Analysis

P
Publish
Upload Your Knowledge
01
Upload proprietary content — PDFs, LaTeX, scripts, plain text. Add metadata: provenance, license, topic, and sub-topics.
  • PDF, LaTeX, code, plain text
  • Provenance + license + topics
  • Segmented into retrieval units
Segmentation Licensing Provenance
S
Subscribe
Discover Arculae
01
Browse the catalogue by topic, tags, uniqueness score, and verification status. Our knowledge graph suggests complementary Arculae based on what you already use.
  • Filter by topic, tags, uniqueness
  • Preview provenance + verification
  • Subscribe with budgets + policy gates
Catalogue Uniqueness Verified
1
Coverage
See blind spots instantly
Overview
Upload what you already know and get a visual coverage map.
  • Coverage heatmap by topic + use-case
  • Pinpoint missing retrieval signals
  • Suggestions to close gaps fastest
Heatmap Gaps Recommendations
2
Diagnosis
Drill into the gaps
Diagnose
Diagnose blind spots by topic, use-case, and retrieval signal.
  • Slice gaps by topic + use-case
  • Trace missing citations + weak matches
  • Export a prioritized gap report
Diagnostics Trace Attribution
3
Prioritize
Pick the highest leverage Arculae
Prioritize
Get a ranked set of Arculae tailored to your gaps — ready to subscribe.
  • Rank by expected coverage lift
  • Constrain by license + budgets
  • Subscribe instantly via API
ROI Budgets Procurement
V
Trust & Security
Your IP Never Leaves the Vault
Vault
Built for organizations that take intellectual property seriously.
  • Encrypted at rest + key separation
  • Query-time policy gates + quotas
  • Append-only usage + attribution logs
Encryption Policy Gates Audit
$
Business Model
Fair, Transparent, Aligned
Aligned
We succeed when our publishers and subscribers succeed.
  • Publisher-owned pricing + terms
  • Transparent revenue share
  • Trials + subscriptions + one-off licenses
Pricing Revenue Share Alignment
∆
005 — Trust & Security
Your IP never leaves the vault

Designed for organizations that treat intellectual property as critical infrastructure.

In the licensing economy, provenance and auditability are what turn knowledge into a tradable asset: policy-compliant access, attributable usage, measurable value.

Subscribers never receive bulk exports of source material. Access is retrieval-only: bounded, query-aligned snippets under explicit policy.

Overlap detection, quotas, and exposure budgets are designed to reduce systematic reconstruction risk. Every retrieval is logged for auditability and anomaly review.

Each verified Arcula carries a dual uniqueness score: semantic overlap signals against public web sources and against our catalogue. It's a scarcity signal — not a guarantee.

Vault Encrypted, bounded, auditable

Agents retrieve snippets under policy gates and exposure budgets. Everything is traceable.

How this differs from marketplaces

  • Data marketplaces (Snowflake Marketplace, AWS Data Exchange, Databricks Marketplace) transfer bulk datasets into your warehouse. Arculae is retrieval-only licensing with policy gates and bounded exposure.
  • Agent marketplaces sell agents and workflows. Arculae sells governed knowledge assets those agents can call.
arculae
006 — Process

How it works

Whether you're publishing proprietary knowledge or subscribing to it - the process is seamless.

Publisher Side

Publishers

You package proprietary knowledge, set your terms, and go live in a controlled way.

P01
Upload Your Knowledge
Upload proprietary content - PDFs, LaTeX, scripts, plain text. Add metadata: provenance, license, topic, and sub-topics.
P02
Describe & Contextualize
Optionally provide a detailed description of your content. You know your material best - this improves discovery and indexing.
P03
Set Your Terms
Choose your licensing model: pay-per-request, monthly subscription, or one-time access. You control the terms.
P04
Segmented, Indexed, Live
Your Arcula is semantically segmented, catalogued, and available for subscribers through the API.
Get in Touch

Interested?

Whether you're sitting on valuable domain expertise, running a research group, or building AI agents that need non-generic insight - we'd like to hear from you.

hello@arculae.com →