Market Intelligence API
Structured signals on Malaysian tech and finance — funding, licences, enforcement, policy — delivered as JSON. Every signal is read and approved by a person before it ships.
What you get
Malaysian market events are announced across regulator bulletins, local business press and company statements, in formats nobody can query. We read those sources continuously, extract the event into a typed record, and put every extraction in front of a human reviewer before it reaches this API.
Funding rounds
Who raised, how much, from whom, at what stage.
Regulatory actions
Enforcement, fines, and directives from BNM, the SC and PayNet.
Licences granted
Digital banking, e-money, capital markets and payment licences.
M&A activity
Acquisitions, mergers and stake changes.
Policy changes
Budget measures, tax changes and new frameworks.
Leadership changes
Appointments and departures at regulators and licensed institutions.
Machine-readable and human-verified
Those are two claims, and the second is the one that is hard. A language model extracts each signal; a reviewer then approves, corrects or rejects it. Nothing reaches this API on the model’s say-so alone, and every correction is stored as a labelled pair so extraction quality can be measured rather than asserted.
Signals carry our own analysis plus the source publisher, headline and a link to the original. We do not reproduce third-party article text — not as a policy we apply, but as a constraint the database enforces. Read the terms.
Live sample
No approved signals yet.
This sample reads the same endpoint customers do, so it stays empty until the review queue has been worked.
Calling it
Bearer authentication, cursor pagination, and a machine-readable error envelope. The full contract is published as OpenAPI 3.1 and needs no key to read:
curl http://127.0.0.1:3003/v1/openapi.json
curl -H "Authorization: Bearer mi_live_..." \
"http://127.0.0.1:3003/v1/signals?kind=LICENCE_GRANTED&limit=20"Poll with since set to the publishedAt of the last signal you processed and you will receive each signal exactly once — the feed is ordered by review time, not by original publication date, so a signal approved late does not slip behind your cursor.
Access
Access is invite-only while we work with a small number of design partners on coverage depth and signal taxonomy. Rate limits and monthly quotas are set per key.
Ledger & Signal is published in Malaysia. Coverage is Malaysia-first, expanding across Southeast Asia.