Insights & Analytics
48 proprietary analytics engines analysing SGX-listed companies across financial quality, valuation, governance, and risk dimensions. All scores use disclosed methodologies and publicly available data.
Financial Analysis
Fair Value Estimation
Composite valuation using DCF, Dividend Discount Model, and EV/EBITDA relative analysis. Identify potentially undervalued companies.
Financial Overview
Valuation, profitability, and balance sheet rankings. Sector medians, revenue growth leaders, and leverage flags.
Earnings Surprise
8-factor model predicting beat/miss probability using insider activity, revenue momentum, margin trends, and FCF quality signals.
Accounting Quality
Beneish M-Score earnings manipulation detection, Sloan Accruals Ratio, and composite quality scoring. Identify potential aggressive accounting.
Financial Distress
Altman Z-Score and Piotroski F-Score analysis. Screen for companies at risk of financial distress or with strong fundamentals.
Management Credibility
6-dimension scoring of management teams: earnings consistency, margin stability, capital discipline, dividend reliability, pay transparency, insider alignment.
Analyst Consensus
Broker research consensus — target prices, buy/hold/sell ratings, EPS growth forecasts, and sector sentiment breakdown.
Credit Ratings
Credit ratings, outlooks, and rating actions from S&P, Moody's, Fitch, and regional agencies. Upgrades, downgrades, and distribution.
Dividends & Income
Governance & Compliance
Governance Risk Score
Composite governance score (0-100) aggregating board independence, attendance, auditor quality, credentials, committee coverage, and pay transparency.
CGX Compliance
SGX Code of Corporate Governance 2018 compliance matrix. 12 rules checked per company with pass/fail heatmap and sector benchmarks.
Board Attendance
Meeting attendance rates by company and director. Perfect attendance flags, committee engagement gaps, and sector benchmarks.
Committee Independence
SGX Code compliance matrix — audit, remuneration, and nominating committee independence. Cross-committee chair concentration.
Auditor Quality
Non-audit fee ratios, Big 4 market share, partner rotation status, and audit risk grades. Identify independence red flags.
Auditor Switching
Detect auditor changes across financial years. Frequent switchers, Big 4 migration patterns, tenure distribution, and fee impact analysis.
Audit Market Intelligence
Comprehensive audit market overview — market share by firm, sector concentration risk, tenure distribution, switching trends, and Big Four vs mid-tier analysis.
Advisor Network
Professional advisor market map — auditors, law firms, company secretaries, share registrars. Cross-firm relationships and lead partners.
Corporate Calendar
Upcoming and recent corporate events — dividend ex-dates, payment dates, results announcements, and shareholder meetings.
Board & Directors
Board Demographics
Age distribution, gender breakdown, independence ratios, and tenure analysis across SGX boards. Governance composition at a glance.
Board Composition
Executive vs non-executive directors, independence ratios, chair roles, and board sizes. SGX Code compliance analysis.
Board Gender Diversity
Gender representation rankings across SGX boards. Track female directors, sector benchmarks, and companies meeting the 30% target.
Board Succession Risk
Identify boards at risk from long tenure, aging directors, and lack of renewal. Risk scoring across 6 dimensions with sector benchmarks.
Director Age Distribution
Board age demographics — youngest and oldest boards, generational diversity, and age concentration risk.
Director Track Record
Historical performance of directors across past and present board roles. Stock returns during tenure and sector-adjusted alpha.
Director Skills Heatmap
Sector-by-skill coverage heatmap from 3,000+ skill records. Company skill gaps, most versatile directors, and underrepresented capabilities.
Director Credentials
Board credential density rankings — CPA, CFA, MBA, PhD tracking by company. Most credentialed directors and sector gaps.
Qualifications Index
CPA, CFA, MBA, and professional designation tracking by director and company. Map the credential landscape of SGX boards.
University Pipeline
Which universities produce the most SGX board directors? Track the education-to-boardroom pipeline across Singapore.
International Experience
Directors with cross-border experience. Companies with the most internationally diverse boards.
Degrees of Separation
Find the shortest connection path between any two SGX directors through shared board memberships. Interactive board network explorer.
Board Intelligence Search
Committee analysis, attendance scoreboard, skills heatmap, independence flags, and full director directory with qualifications.
Executive & Compensation
Executive Pay
CEO pay leaderboard, remuneration bands vs exact disclosure, NED fee rankings, and pay composition breakdown across SGX companies.
CEO Pay Disparity
CEO-to-NED pay ratios, compensation structure (fixed/STI/LTI), CEO pay as % of profit, and band disclosure analysis.
NED Fee Pool
Non-executive director fee pool utilisation, committee premiums, highest paid NEDs, and sector fee benchmarks.
Remuneration Benchmarking
CEO pay and NED fee benchmarks against sector and market medians. Pay structure analysis, band disclosure rates, and compensation rankings.
Executive Leadership
C-suite composition, management team sizes, role distribution, and CEO/CFO coverage across SGX companies.
ESG & Sustainability
ESG Intelligence Hub
Comprehensive sustainability intelligence — ESG metrics, climate targets, framework alignment, and notable disclosures from annual reports.
Climate Risk Intelligence
Physical and transition climate risks, TCFD-aligned opportunities, scenario analysis, and mitigation strategies across SGX companies.
ESG Targets Dashboard
Track sustainability targets — net-zero commitments, emissions reduction, diversity goals, SBTi validation, and progress tracking.
ESG Committee Coverage
Which companies have sustainability or ESG committees? Coverage gaps by sector, committee naming conventions, and governance readiness.
Greenwashing Detection
Compare ESG framework claims against actual environmental and social metrics disclosed. Identify companies where narrative outpaces substance.
Sustainability Red Flags
Red flags, year-on-year disclosure changes, and notable sustainability statements extracted from SGX company reports.
Corporate Language Tracker
Track buzzword usage across company announcements — sustainability, AI, governance, strategy language trends and density by company.