Read what management actually said — across the whole Thai market, and prove every line

We use semantic (vector) search — meaning, not literal characters. Type “energy costs” and it surfaces companies that wrote “electricity tariff pressure”, “fuel price escalation”, or the Thai equivalent, because the same multilingual embedding model is used to index and to query. You can ask in English and land inside a Thai paragraph, or the reverse. Ctrl+F searches one file you already have open; this searches every company, every quarter, every year, at once.

You can, if the job is one company and one document. The job here is tens of thousands of documents across ~926 companies and several years, simultaneously — many multiples of any chat context window, and uploading file by file does not scale. We index the market ahead of time and search it by vector in seconds. But the difference that matters more than speed is this: a chat answers from what it remembers, and we answer from what we can prove. Every line must match back to text in the source document before it reaches you; anything that cannot be matched is withheld rather than guessed. And the corpus refreshes twice a day, instead of being frozen inside a model's training data.

The Terminal searches six axes extracted from the real documents: financials (MD&A) · risk factors · governance · business & competition (beta) · auditor opinion (beta — the audit report and its Key Audit Matters) · operating quality (beta — six lenses over the MD&A: customer concentration, FX, inventory, working capital, labour, litigation). Search them together or one at a time. How far back depends on the plan you hold: the self-serve packages reach FY2021 onward, and ALPHA, the desk licence, reaches FY2016 onward — ten years. The two eras are measured and reported separately and are never blended into one figure: the headline verified share on our pages covers FY2021 onward, and the earlier years carry their own coverage number. An axis that has not cleared our verification standard is not opened for search, even when the data is already in the system.

We prefer the English filing. When a company publishes both, the ranking picks the English document first and falls back to the Thai one only when there is no English version — and you can still query in either language, because the embedding model is multilingual. For filings that are pure scanned images with no text layer, we do not scrape the raw text: the text comes from reading the page with a vision model, and OCR is used only to recover word coordinates so the quote can still be boxed on the original page. The decisive gate is not the parser, it is the verification: every line must match back to text in the original Form 56-1, and anything that fails is withheld and never rendered (measured 16 Aug 2026: 370,329 of 373,534 lines passed = 99.14%; the remaining 3,205 were withheld). We are not asking you to believe our parsing is perfect. We are giving you a way to check it, every time.

Both the MD&A and the auditor's report come from the Form 56-1 One Report / annual report — documents the company is legally required to publish — and every result links back to the source file so you can open it yourself. We sell the search and the analysis over those public documents. We do not resell any vendor's proprietary data.

The further back you can reach, the more of a trend you see and the more clearly a shift in management's tone stands out — so you buy the depth your work needs. Free covers the latest filings (100 credits/day) · DELTA 4 years (150/day) · GAMMA 6 years (350/day) · ALPHA, the desk licence, 10 years back to FY2016 (1,500/day). Credits are charged per ACTION, not per minute: one search = 1 credit (filtering beyond 25 companies adds 1 per additional 25) · opening the source file with the passage boxed on the page = 2 · a full single-company health check across all axes = 3 · scanning your portfolio = 2 · unlocking one company's auditor opinion = 5 (the price is on the button before you press it, and it is charged once per company per day) · following a link out to the regulator's site = free · re-running a query that is still cached = free.

Yes — the free plan searches the latest filings (at least the last 5 quarters, guaranteed) on 100 credits a day, with no card. Enough to establish whether the tool changes your work before you pay for it. The same daily budget covers every action, including auditor detail: unlocking one company's auditor opinion costs 5 credits (the price is on the button before you press it), so a free day can open several names alongside your searches. What the free plan does not give you is depth or export — it stops at the latest filings, and reaching back years or exporting results across a book is what the monthly plans are for. What your account can reach right now is shown in the box above the pricing, read directly from the system.

It is live today — sign in to the Terminal with Google and search immediately, no card required. The entitlement and history depth attached to your account are shown in the pricing section above.