Now Available — By Invitation
SEC Intelligence,
Inside Claude
Provenance Connect is a conversational research connector for SEC filings and corporate disclosure data. Ask natural-language research questions and get structured answers from a corpus of 152 million classified filing sentences — without leaving your AI assistant.
Where most financial data products return filings, Provenance Connect returns signal.
› "Which industrials have rising distress signals in their last two 10-Qs?"
// cross_company_screening
// distress_echo > 10.0, streak >= 2
GEO
echo 14.2
↑
ACCO
echo 11.7
↑
AMRC
echo 9.4
↑
TRNS
echo 8.1
↑
// 23 more companies · restructuring + workforce themes
152M
Filing Sentences
529
Signal Classifiers
262K
SEC Filings
41M
News Sentences
9
Research Tools
Use Cases
Research questions that used to take hours
Provenance Connect translates natural language into structured queries across a multi-million-document corpus. Three workflows that define why analysts use it.
01
Early-Warning Distress Detection
Provenance Connect surfaces distress signals from SEC filings before they show up in price or analyst coverage.
Echo metrics aggregate classifier firings across consecutive filings — flagging companies whose
language is intensifying toward restructuring, going-concern, or workforce-reduction themes.
"Which industrials have rising distress_echo with restructuring language in their last two 10-Qs?"
"Walk me through Tupperware's filing signals over 8 quarters — where did the inflection land?"
02
Theme Search Across 152M Sentences
Every sentence in Provenance Connect's corpus is classified into one or more of 529 themes — pricing power,
AI capex, supply chain reshoring, cash runway, and more. Read what 100 companies said about a
topic without reading 100 filings.
"Find sentences from 2025 10-Ks where big-cap tech discussed AI capex commitments — group by company."
"Which semiconductor firms talked about export controls in 2024–2025?"
03
Filing + News Triangulation
When a company's regulatory filings flag stress, Provenance Connect pairs them with semantically-searched
news and press releases over the same window — connecting what management is telling regulators
with what's being announced publicly. No other connector joins these two surfaces.
"PFE's distress_echo is up over two quarters — find news from that period that might explain it."
"Find FDA approval news where the issuer's filings also showed strong pipeline progression."
9 Research Tools
Everything your AI needs to research like an analyst
Each tool is designed for a specific research job. Claude calls them automatically in response to your questions.
Company Signal Snapshot
Full filing-signal profile for any ticker — echo trends, distress scores, fired classifiers, recent 8-K activity, price, and latest XBRL fundamentals.
Cross-Company Screening
Find companies matching signal criteria across the full universe — e.g. distress_echo > 10, mutation > 0.5, or any combination of classifier thresholds.
Peer Comparison
Side-by-side comparison of two or more companies on signals and fundamentals — ideal for relative value or sector research.
Sector Overview
Sector-level averages, outliers, and trends across filing signals — see which industries are moving and why.
Quarterly Fundamentals
Revenue, margins, EPS, cash flow, and growth rates from XBRL — up to 20 quarters per company, parsed directly from SEC filings.
Classifier Discovery
Find the right themed classifier by keyword across 529 themes covering distress, growth, capital, governance, and sector-specific patterns.
Sentence Retrieval
Fetch the actual filing sentences that triggered a classifier for a given ticker — read the evidence, not just the score.
Semantic Filing Search
Vector-similarity search across ~152M filing sentences. Find content by meaning, not keyword — powered by multilingual E5 embeddings.
News & Press Release Search
Semantic search across ~41M news and press release sentences from GlobeNewswire and PRNewswire, 2023–2026.
How It Works
From EDGAR to your AI assistant in one hop
No pipeline glue. No bespoke integration. One OAuth handshake and you're querying a corpus built over four years.
01
Find Provenance Connect in Claude
Search for "Provenance Connect" in the Claude connector directory. Click Connect — that's the only configuration step.
02
Authenticate with a Magic Link
We send a one-time sign-in link to your allowlisted email. One click issues a 30-day OAuth token. No passwords, no SDK, no API keys to manage.
03
Ask Research Questions
Claude calls the Provenance Connect tools automatically. Ask in plain English — "show me companies with rising distress signals in retail" — and get structured, signal-level results.
Universal Endpoint
https://mcp.kscope.io/mcp/
Protocol
OAuth 2.1 · MCP
Access Model
Invitation · Read-Only
Who It's For
Built for research professionals
Quantitative Researchers
Testing hypotheses on filing language and patterns at scale.
Equity Analysts
Monitoring company-level filing signals alongside coverage.
Credit & Distressed Debt
Early-warning patterns before price reflects credit stress.
Academic Researchers
Studying corporate disclosure language at multi-year scale.
Invitation-Based Access
Ready to connect Provenance Connect to Claude?
Access is currently by invitation. Request access and we'll add you to the allowlist — then you'll find Provenance Connect in the Claude connector directory and can authenticate in under a minute.
Currently free for invited users · No credit card required
Looking for direct API access? Explore the data stream →