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Structured market-report coverage from the Market Lens desk.

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CSE Banking Sector Breakdown 2026: Navigating NPLs and ISB Restructuring

Market Report | Apr 27, 2026

CSE Banking Sector Breakdown 2026: Navigating NPLs and ISB Restructuring

In 2026, the Colombo Stock Exchange banking sector grapples with the aftermath of ISB restructuring and elevated NPLs. COMB, HNB, and Sampath show divergent exposures to sovereign instruments, with balance sheet strength becoming the key differentiator amid recovering private credit demand.

CSE Banking Sector 2026: NPLs, ISB Restructuring & Balance Sheets

Market Report | Apr 16, 2026

CSE Banking Sector 2026: NPLs, ISB Restructuring & Balance Sheets

The Colombo Stock Exchange banking sector shows signs of stabilization in 2026 following the December 2024 ISB restructuring. COMB, HNB, and Sampath Bank managed sovereign exposures differently, with varying impacts on balance sheets and asset quality. NPL ratios improved across the board but remain a watchpoint amid selective lending.

2022 Structural Break: Auto's CSE Survivors vs Dead Money

Auto | Apr 16, 2026

2022 Structural Break: Auto's CSE Survivors vs Dead Money

The 2022 crisis delivered a permanent structural break in Sri Lanka’s economy. Rupee depreciation and IMF-driven reforms favoured companies earning hard currency through exports while punishing those burning dollars on imports. The auto sector became the clearest case study: banned vehicle imports crushed distributors, yet survivors like United Motors Lanka staged dramatic comebacks once restrictions lifted. This narrative traces the divide, the winners, the dead money, and the portfolio lessons that remain relevant four years later.

How to Trade the CSE Heatmap: Spotting Institutional Accumulation

Market Report | Apr 16, 2026

How to Trade the CSE Heatmap: Spotting Institutional Accumulation

The TaprobaneFi CSE heatmap translates raw order flow into visual signals of accumulation and distribution. By pairing it with Level 2 depth and spotting artificial sell-walls, retail investors gain an edge in anticipating institutional block trades without direct access to proprietary feeds.

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Analysis | Apr 14, 2026

Sri Lanka 2021-2023 Financial Crisis: Causes, Collapse and Recovery

Sri Lanka’s 2021-2023 financial crisis began with pre-existing debt vulnerabilities worsened by 2019 tax cuts, the 2021 organic farming ban and COVID-19 tourism collapse. Foreign reserves fell to USD 1.9 billion by early 2022, inflation hit 69.8 percent and the government defaulted on external debt in April 2022. Political upheaval followed, but a March 2023 IMF Extended Fund Facility of USD 3 billion, paired with debt restructuring, restored reserves and slowed inflation. The recovery remains fragile and conditional on sustained fiscal discipline.

Prompt Injection Ransomware: Poisoning AI Models Costs Millions

Analysis | Apr 14, 2026

Prompt Injection Ransomware: Poisoning AI Models Costs Millions

Prompt injection attacks overtook traditional ransomware as the top LLM threat in OWASP’s 2025 rankings. Indirect injections and model poisoning deliver persistent control without encryption keys. Enterprises face multimillion-dollar bills to detect, isolate, and retrain tainted models. A handful of cybersecurity startups now sell runtime firewalls and integrity tools that command premium pricing as boards demand proof of AI resilience.

AI Hallucination Liability: Who Pays When Chatbots Cost Millions?

Analysis | Apr 14, 2026

AI Hallucination Liability: Who Pays When Chatbots Cost Millions?

A wave of AI hallucinations in professional work has triggered multimillion-dollar claims and a sharp insurer response. Verisk ISO and Berkley introduced broad exclusions in 2025-2026 that remove coverage for generative AI outputs under CGL, E&O, and D&O lines. Professional services firms and AI startups now face coverage gaps, prompting a scramble for specialized policies. The result is a shifting liability landscape where clients, developers, and service providers are left to negotiate who ultimately pays.

The AI Arbitrage: Simple SQL Scripts for Pricing Inefficiencies

Analysis | Mar 24, 2026

The AI Arbitrage: Simple SQL Scripts for Pricing Inefficiencies

Retail traders increasingly access real-time exchange data through public APIs and store it in accessible databases. Simple SQL scripts can flag abnormal volumes or cross-exchange price differences in assets like Bitcoin. This analysis shows practical query patterns, their limitations in live markets, and balanced considerations for implementation as of early 2026.

Shadow Order Books: Retail Heatmaps vs Whale Tactics

Market Analysis | Mar 24, 2026

Shadow Order Books: Retail Heatmaps vs Whale Tactics

Order book heatmaps transform raw Level 2 data into intuitive color-coded displays of buy and sell interest over time. Retail participants leverage these tools to observe how price interacts with large resting orders and to spot transient liquidity walls that may indicate spoofing. While offering potential insights into market microstructure, such visualizations come with limitations including latency disadvantages and the probabilistic nature of detecting manipulation. Practical use focuses on combining heatmaps with other order flow indicators for balanced decision-making.

The "Dirty Data" Tax Trap: Why Crypto Portfolio Trackers Over-Report Gains

Market Report | Mar 24, 2026

The "Dirty Data" Tax Trap: Why Crypto Portfolio Trackers Over-Report Gains

As tax season approaches, crypto investors relying on popular portfolio trackers risk over-reporting capital gains due to incomplete or 'dirty' data. Common issues include untracked wallet transfers treated as disposals, missing cost basis from cross-platform activity, and default methods that ignore optimized lot selection. This analysis examines the mechanics behind these errors, their implications under IRS rules, and practical steps to reconcile records accurately. Evidence from regulator guidance and industry reports shows these discrepancies affect a wide range of users, particularly those active across exchanges and self-custody wallets.

Hormuz Disruption: Sri Lanka's Fuel and Reserve Pressures

Market report | Mar 16, 2026

Hormuz Disruption: Sri Lanka's Fuel and Reserve Pressures

Shipping through the Strait of Hormuz halted after escalation in the US-Israel-Iran conflict, disrupting one-fifth of global oil trade. Sri Lanka, sourcing nearly all petroleum from Middle Eastern suppliers via this route, saw immediate fuel price hikes in March 2026 despite reported stocks. Reserves stand at $6.82 billion, covering about 3.1 months of essentials, but sustained pressure risks inflation spikes and LKR strain. The outlook hinges on de-escalation timelines and alternative sourcing feasibility.

Green Ammonia Infrastructure Finance: Shipping's Zero-Carbon Path

Energy Markets | Mar 16, 2026

Green Ammonia Infrastructure Finance: Shipping's Zero-Carbon Path

Green ammonia turns renewable hydrogen into a practical shipping fuel that liquefies at far higher temperatures than pure hydrogen. The market reaches USD 676.8 million in revenue this year and grows rapidly toward 2033. EU FuelEU Maritime rules and US tax credits already channel billions into production plants, ports and export corridors.

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