The analyst that returns the work.

Estimate the TAM, SAM, and SOM for AI-native legal research tools, bottom-up. Lawyer count by firm size, current research-tooling spend per seat, addressable share for AI-native solutions. State every assumption.

A 20 percent CAGR through 2030 is consensus for vertical SaaS in Japan. Pressure-test with three supply-side and three demand-side inputs. What would have to be true?

Within fintech, name three sub-segments with the strongest 12-month momentum across funding, user growth, and regulatory tone. One short paragraph each.

Map 8 generative AI sub-categories on a 2x2 of hype level versus defensible moat. Justify each placement with one named example.

A small SaaS sells inventory software to independent retailers. List 5 adjacent verticals with high overlap in buyer job-to-be-done and the criteria that would justify each move.

I am sizing the global corporate language-learning market. Rank the 5 most credible primary sources, what each is best for, and where they disagree.

Draft a conservative 5-year DCF for Sony Group at current consensus. State WACC, terminal growth, and the two sensitivities that matter most. Flag every input treated as assumption.

Toyota's operating margin moved over the last 3 fiscal years. Decompose the walk by segment, FX, price/mix, and one-time items based on their MD&A.

Build a quality screen for global mid caps: ROE above 15 percent, FCF margin above 12 percent, Net debt / EBITDA below 1.5x, 5-year revenue CAGR above 8 percent. Output SQL-style criteria and 3 names this captures.

Reconstruct SaaS unit economics from a public disclosure: 180 million ARR, 8,000 customers, 70 million S&M, 88 percent gross retention. Compute CAC, payback, LTV/CAC, and the sensitivity to retention.

Among TOPIX 100 companies that announced buybacks in the past 12 months, rank the top 5 by buyback yield, completion rate, and likely EPS accretion.

Write the most thoughtful 3-point bear case for Nintendo at current valuation. The kind a long-term holder would want a friend to point out.

Build a 12-row feature matrix comparing Shopify, BigCommerce, and Adobe Commerce on checkout, payments, B2B, headless, and pricing. Flag categories where vendor documentation disagrees.

Take apart the published pricing of 5 observability vendors: Datadog, New Relic, Splunk, Grafana Cloud, Honeycomb. Compare list pricing, realistic enterprise economics, and overage exposure.

Plot 8 AI coding assistants on a 2x2 of target buyer (indie to enterprise) and interface (chat to agent). Briefly justify each placement.

A competitor just announced an agentic product line. Reverse-engineer the strategic intent from the press release and outline 3 counter-moves for a competing product team.

Build a comparables table for 6 listed Japanese specialty retailers: EV/EBITDA, EV/Sales, ROIC, and same-store sales growth. Note one structural reason for each outlier.

A small software company is repricing its enterprise tier. Map willingness-to-pay across seats, usage, data sensitivity, and support SLA using competitor benchmarks.

Compare the latest FOMC statement to the prior one word by word. Identify hawkish and dovish shifts and map each to a likely move in rates, USD, and equity sectors.

Decompose the latest US CPI print into goods, services ex-shelter, shelter, and energy. What does each suggest for the Fed reaction function over the next two meetings?

Build 3 BoJ policy paths over the next 12 months: status quo, slow normalization, sudden hike. For each, project a USD/JPY range and the 3 most exposed Japanese sectors.

Explain the current shape of the US Treasury curve, what is implied for 12-month forward growth and inflation, and which historical episode it most resembles.

Across the past 4 US recessions, which equity sectors led the recovery in the first 6 months after the trough? Show base rates and one structural reason behind each.

If US 10-year real rates fall 100 bps over 6 months, walk through the impact on long-duration tech, gold, EM equity, and JGBs. Keep the chain of reasoning visible.

From the attached 10-K, extract the risk factors and rank by materiality given the company's current business mix. Quote the sentences that justify each rank.

Summarize the MD&A of the attached 10-K in 250 words. Capture revenue drivers, margin drivers, and forward-looking guidance, with paragraph references.

Identify any accounting-policy changes, restatements, or critical-estimate revisions in the attached annual report. Explain what each implies for earnings quality.

From the financial-statement footnotes, surface 5 items most investors miss: contingent liabilities, off-balance-sheet exposures, related-party deals, segment reclassifications, and one of your choice.

From the attached S-1, extract growth metrics, cohort behavior, customer concentration, and any disclosure that quietly contradicts the headline narrative.

From the attached earnings-call transcript, identify the 3 questions analysts pressed hardest, summarize management's answers, and rate answer quality 1 to 5 with one-line justifications.