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Insights, updates, and guides — on financial analysis, data, and what we're building.

News
Q3 Earnings season opens on a high baseline
Q3 earnings season is underway. We look at the first filing-based S&P 500 results, where revenue growth is holding up, margins are mixed, and many earnings releases are still ahead of the 10-Qs needed for clean comparison.
Clarifo Research · Oct 14, 2026
Inside Clarifo
Equity research data platforms cut filing work
A practical workflow for using an equity research data platform to search filings, verify numbers, compare peers, and turn source-linked answers into workspaces.
Clarifo Research · Oct 14, 2026
Learn
Clarifo as an AI equity research tool for analysts
Clarifo is an AI equity research tool built for cited filings, side-by-side company comparisons, and report-ready outputs across Nordic and US markets.
Clarifo Research · Oct 14, 2026
Analysis
OpenAI’s $50 Billion Revenue Run Rate Raises a Bigger Question: Can AI Capex Keep Scaling?
OpenAI is reportedly approaching a $50 billion annualized revenue run rate. We look at what the latest filings from Microsoft, Oracle, Alphabet, Amazon and Meta say about whether AI monetization is growing fast enough to support the current infrastructure boom.
Clarifo Research · Oct 10, 2026
Analysis
AI Capex Is Rising Faster Than Cash Flow
Microsoft, Alphabet, Meta and Oracle are generating more cash than ever, but AI infrastructure spending is absorbing much of the increase. Nvidia shows the other side of the investment cycle.
Clarifo · Oct 9, 2026
News
Clarifo is now in ChatGPT
Clarifo is now available directly in ChatGPT, bringing source-backed financial research, company filings, financial statements and company comparisons into your ChatGPT workflow.
Clarifo · Oct 8, 2026
Tutorial
Financial Research with Clarifo and Claude: A Practical Workflow
Connect Clarifo to Claude and move from a single question to filing-backed research — reported figures, segment data and source-cited analysis in one workflow.
Clarifo · Sep 22, 2026
Learn
IFRS 16 Works. So Why Is the IASB Reopening Parts of It?
IFRS 16 is working as intended, but some recurring application costs remain higher than expected. We examine what the IASB’s new targeted improvement project means for finance teams.
Clarifo · Aug 10, 2026
Learn
The financial reporting roadmap: what changed and what comes next
A current roadmap of IAS 28, IFRS 20, Risk Mitigation Accounting and ESRS-40a, including key deadlines, effective dates and next actions.
Clarifo · Aug 4, 2026
Analysis
The Nordic construction recovery is real. It arrived through infrastructure first.
Q2 2026 filings show that the Nordic construction recovery is advancing through infrastructure and public projects first, while residential demand remains uneven across Finland and Sweden.
Clarifo · Jul 29, 2026
Analysis
From AI demand to cash flow: what Nokia Q2 actually shows
Nokia’s Q2 shows how AI & Cloud demand moves from orders to revenue, margins and cash flow—and why each stage must be analysed separately.
Clarifo · Jul 27, 2026
Learn
An Accounting Standard Is Not a Static PDF
Accounting standards evolve through issuance, endorsement, implementation and review. Effective reporting research must connect the requirement to its current lifecycle stage.
Clarifo · Jul 24, 2026
Learn
IFRS 18 Reshapes the Income Statement: What Finance Teams Need to Know
A new mandatory income statement structure, management-defined performance measures, and real Nordic company examples — what IFRS 18 means for finance teams before 2027.
Clarifo · Jul 8, 2026
Learn
How to use Clarifo MCP in Claude
How to use Clarifo MCP in Claude Connect Clarifo's Nordic and US financial statement data to Claude and query listed companies in natural language.
Clarifo · Jun 26, 2026
Announcement
Introducing Clarifo - The Data Layer for Nordic and US Equity Research
Clarifo · Jun 9, 2026