Equity Analyst, LightStream Research

Shifara Samsudeen, FCMA, CGMA

A chartered management accountant with more than 10 years of rich experience in investment research and financial analysis. Worked as an equity analyst for one of the world's largest asset managers with USD2.5trn in AUM covering numerous sectors including chemicals, retail, tech, autos, telco, real-estate and banks, globally. Experienced in fundamental equity research, industry research, commodity studies, forensic accounting, and due diligence reviews.

Equity Analyst

Shift: Shift in Recruitment Policy Supports Margin Recovery; Further Upside

Kitazato IPO: Domestic Market Challenged by Structural Changes; Limited Prospect in Overseas Market

Kitazato (368A JP): Greenshoe Nudges It Closer to Global Index Inclusion, but Shortfall Remains

Recruit: Weakening Labour Markets and More Downside Ahead

Money Forward: Business Model Begins to Breakdown

High Conviction 2025 – Freee: Earnings Beat with Upward Revision to Profit Guidance

Long-Short Analysis on Japan, Asia and the World

LightStream Research

LightStream conducts quantitatively rigorous and data-driven analysis with a focus on Japan and Asia.

We consistently cover the Tech, Consumer and Industrial sectors, and provide ECM and Events coverage more broadly.

We supplement traditional qualitative insights from company relationships with a robust quantitative foundation that examines as much historical data as is available.
We further refine the accuracy of our insights and calls through the use of alternative data to flesh out current trends, and through a valuation framework that emphasises non-superficial peer group selection and a proper attempt to understand the metrics and changes that have driven security valuations in the past.

Equity Bottom-Up

<ul>
<li>
<a href="https://www.smartkarma.com/entities/freee-kk" target="_blank" data-smartkarma-citation="entities:28424:1" rel="noopener">Freee KK (4478 JP)</a> reported 3QFY06/2025 results today. Revenue for the quarter was marginally below consensus despite increasing 27% YoY, while GAAP OP beat consensus by a huge margin.</li>
<li>Due to the tax filing season, freee’s S&amp;M costs tends to be higher during 3Q which led to slightly lower Adj. OP during the quarter. Price revisions have improved ARPU.</li>
<li>Freee’s share price has been up more than 40% YTD, strengthening profitability and its solid business model vs <a href="https://www.smartkarma.com/entities/money-forward-inc" target="_blank" data-smartkarma-citation="entities:25919:1" rel="noopener">Money Forward (3994 JP)</a> mean there is further upside.</li>
</ul>



Freee KK (4478 JP) reported 3QFY06/2025 results today. Revenue for the quarter was marginally below consensus despite increasing 27% YoY, while GAAP OP beat consensus by a huge margin.
Due to the tax filing season, freee’s S&amp;M costs tends to be higher during 3Q which led to slightly lower Adj. OP during the quarter. Price revisions have improved ARPU.
Freee’s share price has been up more than 40% YTD, strengthening profitability and its solid business model vs Money Forward (3994 JP) mean there is further upside.


High Conviction 2025 - Freee: Robust Business Model Supports Stable Margins; Further Upside Ahead