The country,
recorded.
Companies, people, jobs, signals, regulations, ownership graphs, sectors, tenders, news, air & road traffic, weather, geo data, government data, political data — every observable surface of Qatar, captured as structured records.
Twenty-one record types across five tiers. Around 500+ datapoints on every record. 1.2 billion datapoints scanned, tracked, and updated every day — all on one graph, all cited end to end.
Five tiers. Twenty-one record types. One graph.
Bell models the country in five tiers, from the organizations that exist down to the live world they operate in. Every record type below carries the fields shown on its card, with full source lineage and continuous refresh where the data is live.
- Name & registrations
- Sector & sub-sector
- Employees & revenue band
- Leadership & board
- Ownership cap table
- Ministry / agency name
- Mandate & jurisdiction
- Leadership
- Publication cadence
- Name & parent
- Sector
- Ownership structure
- Leadership
- Taxonomy & sub-sectors
- Primary regulator
- Market size
- Growth velocity
- Name & role
- Organization & tenure
- Decision weight
- Public profile
- Contact paths
- Name & role
- Public presence
- Recent appearances
- Network position
- Board overlaps
- Alumni links
- Co-investments
- Family ties
- Title & level
- Employer & sector
- Tech stack mentioned
- Posted date
- Title & issuer
- Sector
- Value range
- Deadline & eligibility
- Title & source
- Date
- Entities mentioned
- Sentiment & topic
- Kind & source
- Affected entity
- Time-stamp
- Downstream routing
- Authority & title
- Type & effective date
- Affected sectors
- Compliance status
- Type & holder
- Issuer & validity
- Status & history
- Policy area
- Public positions
- Statements
- Sectoral alignment
- Ministry & publication
- Dataset & schema
- Release cadence
- Last updated
- Nodes & edges
- Ownership %
- Ultimate beneficial owner
- Change history
- Lat/lon & address
- District & area
- Building type
- Accessibility
- Flight & airline
- Origin & destination
- Time & status
- Aircraft & cargo class
- Road segment
- Congestion level
- Incidents
- Average speed
- Temperature & humidity
- Wind & visibility
- Alerts
- Forecast windows
- Density per district
- Time-of-day pattern
- Day-of-week pattern
500+ datapoints, on every record.
What ‘500+ datapoints per record’ actually looks like. Below is Doha Health Network — one Qatari company, twelve field groups, every datapoint tracked, verified, and updated continuously by the pipeline.
- Trade name (Arabic + English)
- Legal name
- MoCI commercial registration
- QFC licence number
- Other registrations & licences
- Tax registration
- Founded date
- Trading status
- Aliases & historical names
- HQ address & district
- Geo coordinates
- Building details
- Branch locations
- Geographic catchment
- Accessibility & transit
- Owners & percentage held
- Parent entity
- Subsidiaries
- Family-office links
- Ultimate beneficial owner
- Historical changes
- Pledged shares
- Voting structure
- CEO, CFO, CTO, COO
- Board members & tenure
- Department heads
- Decision-weight scores
- Tenure & prior roles
- Public-profile signals
- Contact paths
- Network connections
- Revenue band
- Employee count (current + trend)
- Growth rate
- Funding history
- Reported assets
- Sector benchmarks
- Multi-year history
- Open roles
- Hiring velocity
- Technologies hiring for
- Hiring patterns by function
- Recent leadership hires
- Departure signals
- Software in use (vendor signals)
- Cloud / infra footprint
- Migration signals
- Integration partners
- Public-API usage
- Filings & regulatory events
- Leadership changes
- Expansion / capacity
- RFP / tender activity
- Funding events
- Partnership announcements
- News mentions
- Sentiment trail
- Sector licences held
- Compliance status
- Court / tribunal record
- Sanctions / PEP screening
- Audit findings
- Required filings
- Customer relationships
- Supplier chain
- Partnerships & JVs
- Competitor set
- Board overlaps
- Alumni connections
- Family-office co-investments
- Buyer-intent score
- Churn-risk score
- Sector-heat alignment
- ICP fit per workspace
- Bella recommendations
- Forecast probability bundles
- Source per field
- First-seen timestamp
- Last-verified timestamp
- Agreeing-source count
- Dissenting-source count
- Update history & replay
Not just records. The world they operate in.
Most data products stop at the entity. Bell goes one step further — capturing the live environment those entities operate in. Air, road, weather, people-density, geo, ownership: the moving picture of Qatar, recorded as structured data alongside everything else.
Air traffic
Every commercial flight in and out of Qatar, live — airline, aircraft, route, time, status, cargo class.
Road traffic
Live congestion across major Doha corridors and ring roads. Incidents, average speeds, segment-level health.
Weather
Live weather across Qatar — temperature, humidity, wind, visibility, dust, alerts, multi-window forecasts.
People-activity heat
Anonymized aggregate density of where people are across Doha, by district and time. No individual tracking, no personal identifiers.
Geo & address graph
Every Doha address, every building, every district resolved to coordinates — cross-referenced with the company graph.
Live ownership graph
Cap tables, parent-subsidiary edges, family-office holdings — refreshed as filings and statements land.
Six source classes. One graph.
Coverage at this scale doesn't come from one place. Bell pulls from six distinct source classes, weighs them against each other, and reconciles the result into a single canonical record per entity.
Public regulators
Every authoritative regulator in Qatar that publishes machine-readable records or bulletins.
Press & media archive
Continuous ingestion of Qatari and GCC press coverage — long-form, daily, and live.
Local partnerships
Trusted local partnerships in sectors where partnership unlocks granularity public sources can't reach.
Bell's own collection
Proprietary collection systems Bell designed, built, and operates — running on Bell-owned servers in Qatar.
Academic & policy
Qatari and regional think-tank publications, academic literature, white papers, and policy analyses.
Open international datasets
Public international datasets relevant to Qatar — trade flows, sanctions lists, macro indicators, transport feeds.
Every platform surface drinks from this coverage.
The 21 record types and 500+ fields per record don't sit in a vault. They surface in the workspace as the substrate every platform tool runs on.
Coverage is one of four.
You've just read what Bell holds. The other three Data surfaces explain how it gets built, why it stays alive, and how it's protected.
What Bell.qa changes when the country is a database.
Twenty-one record types you can query, cross-reference, and pull citations from. Every field has its source, every datapoint has its last-verified timestamp. The country, in a database you can interrogate.
130,000+ Qatari companies (35,000+ actively trading). 1.6M+ people in the graph, 240,000+ of them named decision-makers. 500+ datapoints on every record. 1.2 billion datapoints scanned and updated every day. Coverage you can defend in procurement.
Bell hasn't licensed Qatar — Bell has built it. The data layer is owned, hosted in-country, and refreshed continuously by an infrastructure stack Bell controls end to end. A defensible moat.
The country, in one database.
Organizations. People. Activity. Governance. The living country. Twenty-one record types, 500+ datapoints each, 1.2 billion datapoints kept current every single day — all on one graph, all cited, all yours to query.