One connected model
Companies, products, people, investors, funding rounds and market events are resolved into a shared graph rather than isolated lists.
Market monitoring with the evidence attached
Know the market as it changes.
A weekly brief on what changed in your market, every finding linked to its source. OmniaGraph follows the companies, assets and regulators you name and tells your team what moved, with a score for how well the evidence holds up.
Built for
Investment teams
Corporate strategy
Market intelligence
Research platforms
- Source discoveredRegulatory filing
- Entity resolvedFounder linked to company
- Claim verifiedIndependent sources agree
- Change detectedNew funding round recorded
- Conflict retainedHeadcount figures disagree
- Record publishedMarket map updated
- Brief deliveredWeekly monitor run
See it run
What a monitor does in one week.
From the registers to the brief in your inbox, then into the tools your team already uses. Under a minute, using invented examples.
Inside the app
What your team works in.
Screens from the OmniaGraph app, showing a monitor for an invented logistics portfolio.
A different data model
From scattered signals to a coherent market view.
Conventional databases are constrained by fixed taxonomies and periodic research cycles. OmniaGraph is designed around the way specialist markets actually evolve: continuously, unevenly and across thousands of sources.
Evidence at field level
Values can retain their source, verification date and confidence, making the path from published evidence to usable data clear.
Designed to stay current
Specialist research agents monitor relevant sources, detect meaningful changes and update the graph without waiting for the next manual research cycle.
The intelligence loop
Research that compounds.
New evidence does not create another disconnected document. It strengthens the market graph, updates the relevant record and remains available for review.
01Discover sources
02Resolve entities
03Verify claims
04Publish records
Traceable by default
Not another black-box dataset.
Market data is only useful when you can understand where it came from and when it was last checked. OmniaGraph keeps provenance close to the data, enabling analysts to review important claims instead of accepting an unexplained answer.
- 01 Original source and publication context
- 02 Verification timestamp and confidence
- 03 Conflicting claims retained for review
- 04 Incremental change history
Evidence signalOmniaScore
A deterministic indicator from 0 to 100 showing how strongly the available evidence supports a finding. It is calculated from explicit inputs, not generated by an LLM. It tells you how solid the evidence is; it does not rate a company or recommend an investment.
86/100
OmniaScoreHigh evidence
Source quality Primary or independent?Corroboration Do independent sources agree?Recency How current is the evidence?Extraction confidence How clearly was it stated?Unresolved disagreement What is still contested?
Evidence strength, not a guarantee of truth. The same evidence always produces the same score, and every score can be traced back to the sources behind it.
Flagship application
Humanoid Index
OmniaGraph already underpins a specialist research product in humanoid robotics, connecting company, robot, funding, people and news data across a rapidly changing global market.
211Public companies
416Robot profiles
1,033Funding rounds
22Countries represented
Built around decisions
Research that moves into action.
Use a consistent intelligence layer across market discovery, company research, pipeline development and ongoing monitoring.
Map a market
Identify relevant companies, products, investors and relationships in unfamiliar sectors.
Qualify opportunities
Bring operating signals, leadership, funding and momentum into one research workflow.
Monitor change
Track the events and field-level changes that matter after the first piece of research is complete.
Power internal systems
Move structured records into CRM, analytics and proprietary research products.
Ways to engage
One platform, increasing customer value.
Start with a defined research problem, then expand into continuous monitoring and deeper integration as the intelligence layer proves its value.
01
Specialist Market Map
A sourced view of the companies, people, products and capital shaping one market.
ModelResearch-led pilot
02
Intelligence Monitor
Watchlists, verified change feeds and alerts that keep priority markets current.
ModelRecurring subscription
03
Enterprise Intelligence
Custom schemas, analyst review and delivery into internal data and research workflows.
ModelEnterprise engagement
A reusable foundation
Specialist by market. Consistent underneath.
Each industry adds its own entities, language and research questions while retaining a common foundation for companies, people, capital and evidence.
Delivery
Every monitor publishes a brief, a report and a data feed.
Briefs arrive by email and as PDF. Findings export as CSV or JSON, signed webhooks announce material changes, and an MCP connection lets your team's AI assistant query the workspace directly.
Works withExcel, Power BI, Salesforce and HubSpot through CSV, Attio through its import format, Slack and Teams through webhooks, and Claude or ChatGPT through MCP. See a monitor run