ZIP Downloads

The free packs sit behind a short form and download from profyt.ai itself, same origin, with no third-party hosting in the path. Licensed products ship in the identical folder shape with the complete record set, so a pipeline built against a free pack keeps working when the licensed release replaces it.

The documentation travels with the data on purpose. A colleague who receives the folder a year from now can read the contract without finding this page first. The two product lines are built differently, so the exact contents differ by pack.

The Philippine (BSP) pack carries these six documents beside its data files and its per-record evidence captures.

The Singapore (MAS) pack is organised differently. Beside the data it ships a developer guide, a machine-readable schema, a runnable certification, a worked example, and its licence and rights under legal/. This is every file it carries, read from the pack's own manifest.

The three data files hold the same records. JSON is nested and complete, wrapped in a versioned metadata envelope. The CSV is a flat table for spreadsheets, BI, and SQL. The Excel workbook is self-documenting, with a cover, the obligations, a data dictionary, and a change log among its sheets, so a reviewer needs nothing else open.

Nothing here needs a ProfytAI library. The examples below are starting points against the Philippine sample's file names. Substitute the file names from the pack you downloaded.

import json
import pandas as pd

doc = json.load(open("free-sample.json", encoding="utf-8"))
df = pd.json_normalize(doc["obligations"])

# every binding duty
mandatory = df[df["parsed_requirement.modal_strength"] == "mandatory"]
print(len(mandatory), "mandatory duties")

Verify before you ingest. The JSON envelope carries a SHA-256 of the canonicalized obligations payload and the record count, so a truncated download or an edited file fails loudly instead of silently entering a compliance record.

import hashlib
import json

doc = json.load(open("free-sample.json", encoding="utf-8"))
meta = doc["metadata"]
integrity = meta["integrity"]

# confirm what you are holding
print(meta["product"], meta["dataset_version"], meta["release_date"])

# the hash covers the canonicalized obligations payload
payload = json.dumps(
    doc["obligations"], ensure_ascii=False, sort_keys=True
).encode("utf-8")

# Philippine packs name it records_sha256, Singapore packs obligations_sha256
expected = integrity.get("records_sha256") or integrity["obligations_sha256"]
assert hashlib.sha256(payload).hexdigest() == expected
assert len(doc["obligations"]) == integrity["record_count"]
print("verified", integrity["record_count"], "records")

Every pack includes one source-page capture per record, the printed page with the obligation's exact span highlighted. Attach it to a workpaper and a reviewer sees the duty in the regulator's own layout without opening the source PDF.

The Singapore captures are reproduced with the Monetary Authority of Singapore's written permission (MAS reference MAS-2026-07-01776). The source was obtained from the MAS website on 2 August 2026, MAS remains the authoritative source, and the MAS website carries the latest available version of the Guidelines. The official source URL and full citation stay on every record.

Cite verbatim_textwith its citation. It is byte-exact to the regulator's publication. Derived and semantic fields are ProfytAI structuring, and a compliance decision should be confirmed against the official source rather than against a summary.

Each pack's LICENSE.md is the operative document for that release. The Singapore pack carries it under legal/. Free packs carry a free evaluation licence, and licensed packs are single-organization commercial licences with versioned releases. The public terms are on the licensing page.

Prefer to query rather than ingest files? The same certified registers are shared into Snowflake. See the Snowflake channel.