A closer look · capital raising · Hong Kong
The margin behind the AI headline.
Transwarp’s IPO prospectus calls itself an AI and big-data infrastructure business. Its 2025 accounts show three kinds of work underneath that description. A pitch needs room for all three.
Shares of reported 2025 revenue, rounded as in the prospectus. “AI software and related services” combines infrastructure software, comprehensive software and services, and technical services.
The interesting figure is not the total revenue. It is the distance between the margins inside it.
For 2025, Transwarp reported RMB 362.0 million from AI and big-data infrastructure software and related technical services, with a 61.7% gross margin. Consulting brought in RMB 69.6 million, with a 13.8% gross margin. The two lines sit under the same company story but do different work for the financial model. Source: prospectus summary, p. 10.
That is a useful test for an investor presentation. If the opening slide says “AI revenue”, a reader still needs to know how much comes from software and related delivery, how much comes from consulting, and what each line costs to provide.
Three views of 2025
Read the same year three ways.
Switch the view. Every number comes from the same 2025 column in the prospectus summary; the cash-flow figure is on the next page.
Where the revenue came from.
The AI and big-data infrastructure line supplied most of the 2025 total. The prospectus divides that line further into infrastructure software, comprehensive software and services, and technical services.
Bars use the reported share of total revenue. Rounded amounts may not sum exactly. Prospectus summary, p. 10.
What each line retained before overhead.
Gross margin compares gross profit with revenue after the direct cost of providing each line. It does not include all the other expenses of running the business.
Reported 2025 margins by business line. The company’s total gross margin was 52.8%. Prospectus summary, p. 10.
Gross profit is not operating cash.
The 2025 income statement and cash-flow statement answer separate questions. The company reported gross profit while its operations used cash.
RMB 236.010m and RMB 109.650m rounded to one decimal place. A cash outflow is shown as an amount used, not as a profit figure. Prospectus summary, pp. 10–11.
I would follow the headline with a single page showing the revenue mix and gross margin side by side, using the same business-line labels as the filing. Then I would give operating cash its own line, with the reporting period and definition printed beside it. The reader can see the commercial shape without being asked to treat gross profit as cash.
The first quarter of 2026 adds another question: the filing reports a 0.3% consulting gross margin for those three months. Transwarp attributes that to customized government and financial-sector projects priced competitively, and says its work and revenue recognition are seasonal. I would show that explanation next to the quarter, rather than annualising three months or drawing a conclusion from one period. Source: prospectus summary, pp. 10–11.
This is the sort of edit a fundraising presentation needs. An attractive headline can open the discussion. The following slide has to make the underlying work legible.
| Business line | Revenue | Share of revenue | Gross margin |
|---|---|---|---|
| AI and big-data infrastructure software and related technical services | 362.0 | 81.0% | 61.7% |
| Consulting services | 69.6 | 15.6% | 13.8% |
| Other business | 15.5 | 3.4% | 19.4% |
| Total | 447.1 | 100.0% | 52.8% |
The prospectus reports amounts in RMB thousands. I divided by 1,000 and rounded the displayed millions to one decimal place. I did not recalculate the company’s stated percentages.
Make the business readable.
I build presentations and interactive pages that let people follow a claim through to the evidence behind it. If a fundraising story has several types of revenue, I can help give each one its proper place.
Start a briefSource and scope.
Transwarp Technology (Shanghai) Co., Ltd., Hong Kong IPO prospectus, 11 September 2026. Revenue by business line and gross margin: printed p. 10. Cash flows and the company’s explanation of quarterly gross margin: printed pp. 10–11. Checked 13 September 2026.
Independent presentation analysis. Transwarp did not commission or endorse this piece. The visual and interactive treatment are Enzwa’s own, based on public figures. This is a study of how to explain a business, not an assessment of the shares or investment advice. Corrections: hello@enzwa.com.