CHERTAtlas
Early access
Saudi-first market intelligence

Turn real transactions into market intelligence.

CHERT Atlas combines official Saudi data, trusted evidence and privacy-safe CHERT transaction signals to reveal market size, demand, pricing, competition, risk and opportunity.

See how Atlas worksExplore the preview

Pre-launch. No Atlas statistics are published yet; every figure on this page is illustrative.

Riyadh retail · demandIllustrative data
Demand index
118.4
+12.4 % vs previous quarter
ConfidenceMediumEvidence-linked
  • Official Saudi dataNational indicators, regions, sectors and classifications
  • Trusted external evidenceLicensed and public sources, graded and cited
  • Privacy-safe CHERT signalsAggregated activity from participating CHERT systems
  • Standardized market modelsComparable sizing, demand, pricing and forecasts
  • Evidence-linked AILayla answers only from governed Atlas evidence

How Atlas works

From source to decision, every step governed

Three kinds of input enter one governed pipeline. Nothing reaches a chart, a report or Layla without rights, quality and privacy checks.

  1. 1Official Saudi sources
    1Trusted external evidence
    1CHERT transaction signals
  2. 2Rights and governanceWho owns it, what it may be used for, how it is cited
  3. 3QualityCompleteness, consistency, freshness and documented methods
  4. 4Privacy and disclosure controlMinimization, aggregation, thresholds and suppression before anything is published
  5. 5CHERT Market Data BankCitable statistics, series and standardized market objects
  6. 6Market intelligenceSize, demand, pricing, competition, risk, forecasts, opportunity
  7. 7Atlas · Layla · Reports · APIOne product, one evidence trail

Capabilities

The questions Atlas is built to answer

Capabilities describe the product. No Atlas statistics are published yet; the first citable publications arrive with the data foundation phases.

Statistics

Reusable, citable facts with units, periods, sources and revisions.

Market size

Top-down, bottom-up and transaction-derived estimates with inspectable assumptions.

Demand

Where demand is growing, by region, category and period.

Pricing

Price levels and movements with their sources and coverage.

Competition

Who operates where, concentration, barriers and substitutes.

Supply chain

Inputs, trade flows, logistics and dependency signals.

Benchmarks

Comparable operating and financial benchmarks by industry.

Risk

Structural, regulatory, supply and competitive risk, scored and explained.

Forecasts

Baseline, upside and downside with uncertainty ranges and versioned models.

Opportunities

Ranked opportunities with transparent, versioned scoring.

TAM / SAM / SOM

Addressable, serviceable and obtainable market with a visible calculation tree.

Industry intelligence

One standardized profile contract for every covered Saudi industry.

Company intelligence

Resolved company profiles, positions, relationships and signals.

Status: product capabilities under development; availability of published data will be announced per capability and never implied in advance.

Saudi-first foundation

Built on Saudi definitions, not translated ones

Atlas organizes the market the way the Kingdom measures it: official geographies, sectors, activities and classifications form the canonical foundation every statistic maps to.

CHERT Atlas is an independent CHERT product. It uses publicly available official data under its published terms and does not imply endorsement by, or partnership with, any government body.

  • National indicators
  • Regions
  • Cities and governorates
  • Sectors
  • Industries and economic activities
  • Products and services
  • Companies
  • Market drivers
  • Economic and regulatory context

The CHERT difference

Market signals from real economic activity

Participating CHERT systems generate activity every day. Atlas is designed to turn that activity into aggregated market signals, only after it has been governed, minimized and privacy-protected.

Future signal sources

  • ChertERPsales, purchases, inventory
  • ChertLIMSlaboratory demand and capacity
  • ChertFleetlogistics and route activity
  • ChertIoTasset utilization
  • ChertXIintegration and trade-flow signals

These sources are not connected yet. Connection follows contractual rights review and the disclosure-control tests described below.

  1. Customer transactionsstay customer data, under the customer's rights
  2. Governedpurpose and rights checked before anything enters Atlas
  3. Minimizedidentifiers removed, values banded, timing generalized
  4. Aggregatedcombined across many contributors, never one
  5. Privacy-protectedcohort thresholds, dominance limits, suppression, re-identification tests
  6. Market signalspublished with coverage and confidence metadata

Atlas never publishes a named customer's purchases, sales, relationships or any identifiable transaction. Only aggregated signals that pass every disclosure gate can be published.

Industry coverage

Where CHERT activity meets Saudi market data

Coverage grows industry by industry. Each profile follows the same standardized contract, from definition and size to risk, opportunity and evidence.

Healthcare & Laboratories

Test demand, capacity and service pricing signals.

Retail & Consumer

Category demand, price movement and regional shifts.

Manufacturing

Inputs, output, utilization and supply dependencies.

Logistics & Fleet

Route activity, cost indices and corridor demand.

Energy & Industrial

Utilization, maintenance cycles and industrial demand.

Construction & Real Estate

Materials demand, project activity and pricing.

Technology & IoT

Connected-asset utilization and integration flows.

Financial Services

Activity-based demand and risk context for lending and investment.

Miniature charts are decorative illustrations of the storytelling style, not data.

Interactive preview

A glimpse of the Atlas experience

Choose a region and an industry. The figures are generated for demonstration and are not Saudi market facts.

Illustrative data
Market activity
118.4
+12.4 % vs previous quarter
Illustrative data
Demand trend
104.9
+3.1 % vs previous quarter
Illustrative data
Pricing trend
−1.8 %
−0.6 pt vs previous quarter
Illustrative data
Opportunity score
71 / 100
ConfidenceMedium
Illustrative data

Demand index

Quarterly, index base 100 — the time axis reads left to right in both languages

Illustrative data

TAM / SAM / SOM

Illustrative data
TAMSAR 42 bn
SAMSAR 23 bn
SOMSAR 8.4 bn
Evidence
Official survey (grade A) + aggregated CHERT cohort (n ≥ 10)
Freshness
Refreshed quarterly

Layla Market Analyst

An analyst that only answers from evidence

Layla is the future conversational layer of Atlas: evidence-grounded, permission-aware, and always able to show which Atlas sources support an answer.

Layla is in design. No live assistant is offered on this site, and the underlying model runtime has not been selected.

How has retail demand in Riyadh changed this year, and what supports that?

Demand rose through the year (illustrative). Two sources support it: an official retail survey, grade A, and an aggregated CHERT cohort that passed disclosure control. Open both?

Illustrative data
  • Ask Atlas
  • Explain a statistic
  • Compare markets
  • Compare companies
  • Summarize evidence
  • Identify contradictions
  • Calculate and explain TAM / SAM / SOM
  • Explain forecasts
  • Prepare research briefs and reports

Research and evidence

Every number can be traced back

Atlas is built around an evidence workflow. Published intelligence carries its sources, method, coverage, reviewers and revision history.

  1. Question
  2. Sources
  3. Evidence
  4. Analysis
  5. Methodology
  6. Review
  7. Published intelligence

Graded sources

Every source carries a reliability grade from A to D. Discovery-grade evidence never supports a high-confidence claim on its own.

Research workspaces

Save evidence, annotate, cite, compare and submit findings for review.

Reports and exports

Industry, market, company and opportunity reports with a methodology and evidence appendix.

API and data products

The same governed intelligence, as data

A versioned API and data products are planned so statistics, indicators, markets, industries, companies, regions, forecasts, benchmarks, opportunities and evidence can be consumed directly, with entitlements, quotas and audit.

Planned. No public endpoints are live today, and nothing on this site calls a backend.

Planned namespaces

  • /api/v1/statistics
  • /api/v1/indicators
  • /api/v1/markets
  • /api/v1/industries
  • /api/v1/companies
  • /api/v1/regions
  • /api/v1/forecasts
  • /api/v1/benchmarks
  • /api/v1/opportunities
  • /api/v1/evidence

No raw or restricted CHERT transaction data is ever exposed through the API.

Governance and privacy

Designed so that trust can be checked, not assumed

The controls below are architectural commitments that Atlas is built to enforce and to evidence. They reduce risk; no system can promise its absence.

  • Source rightsEvery source has a recorded license, permitted use and citation form.
  • Purpose controlsTransaction data is used only for the purposes its rights holder permits.
  • MinimizationIdentifiers removed and values generalized before derivation.
  • AggregationSignals are built across many contributors, never from one.
  • Cohort thresholdsA minimum number of distinct contributors behind every published cell.
  • SuppressionSmall or dominated cells are withheld, with complementary suppression.
  • Disclosure controlRe-identification testing and privacy review before publication.
  • ProvenanceMethod, inputs, coverage and version travel with every statistic.
  • Access controlRoles and entitlements decide what each user and integration can see.
  • AuditabilityAccess, publication and disclosure decisions are logged and reviewable.

Be first to see Saudi markets through real activity

Early access is being arranged for CHERT customers ahead of launch. Your CHERT account team can register your interest.

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