Context Graph
One firm.
One version of the truth.
Metal's Context Graph is your firm's AI-ready source of truth: one resolved, cited record of what your firm knows and what it decided.
Solid ground under every decision.
One value, with the sources it was weighed against and the ones it set aside.
Adjusted EBITDA
· FY2024
Halden Industrials
$40.1M
CANONICAL
Reconciling sources
Portfolio Monthly Report
94% confidence · This month
Traced to Portfolio_Monthly_Report_Jun2026.pdfPortfolio Monthly Report · Jun 2026
DISCOVERED VALUES
5 sources · unranked
3
$41.0M
CIM
625 months ago
4
$38.5M
Management Deck
483 months ago
1
$40.1M
Portfolio Monthly Report
96This month
5
$42.0M
Analyst Model
301 year ago
2
$39.2M
Audited Financials
78FY2024 audit
Ranked by document authority, source, and recency — every value traces back to its exact document and page.
Decades of files become decades of context.
Your accumulated years of files, data rooms, and records become usable context. No cleanup project first.
CRM
Files
Data rooms
Email
Ingest & clean
Years of files, data rooms, CRM, and email come in as they are.
Halden Corp
HALDEN INDS.
Halden Inc.
✓Halden Industrials
Resolve
Every version of every company, figure, and document resolves into one trusted record.
$40.1MAuthoritative
$39.4MSuperseded
$38.9MSuperseded
Reconcile & rank
Conflicting figures become one cited answer, ranked by authority and recency.
✓AI-ready
record
record
Claude
ChatGPT
MCP
API
Activate
One AI-ready source of truth, live for every query, workflow, and agent you run.
Trust
Trusted, and inspectable. Nothing is a black box.
Every figure traces to its source, every conflict stays visible, and nothing resolves behind your back.
Provenance
Every figure returns a source citation wherever the underlying source supports it.
Conflicts kept visible
When sources disagree, Metal shows all of them, ranked.
Recency
The graph updates continuously as new files and data flow in.
Permissions enforced
Syncs with each source's own permissions; exact behavior varies by connector.
