Live source-backed MFI intelligence

Nepal’s microfinance intelligence layer.

One public system for the current Class “D” universe, former institutions and merger lineage, official financial reports, extracted metrics, source evidence and controlled research work.

Open Report Brain Explore 51 MFIs View live coverage ↓
Aliases + lineage + source proof

Live sector intelligence

What the system knows right now

The figures below come from the connected D1 report brain. The homepage remains usable with registry fallback data if a service is temporarily unavailable.

Updating… Full report dashboard →
▤—Archived reports
✓—Reports extracted
∑—Financial metrics
◎—Institutions covered
↻—Processing queue
!—Open alerts

Latest evidence

Recently discovered reports

View all →

Loading recent reports…

51
Canonical current universeOne record for every current institution in the official baseline.
↯
Institutional memoryFormer names, mergers and acquisitions resolve to current successors.
▦
Report intelligencePDFs become reviewable tables, metrics, trends and peer evidence.
∆
Change detectionNew versions and important source changes become traceable alerts.

Current universe

All licensed Class “D” institutions

Search the current NRB-aligned universe by name, alias, headquarters, working area and verified website state.

0 institutionsOfficial baseline

Institutional memory

Former institutions never become dead links

Each former MFI remains searchable and points forward to the institution that now carries its lineage.

— historical records

Lineage graph

Select a former institution

—

Choose a historical institution to see its verified path.

Approved-source scanner

Detect vacancies, reports, people, branches and merger signals

The scanner stays inside the registered institution domain, respects approved sources and returns evidence links. D1 persistence creates reviewable snapshots and changes.

Checking setup…

No scan has been run in this session.

Controlled research workflow

Unknown fields become work—not invented facts

Every missing or uncertain field becomes a task with a priority, reason and verification state.

— tasks

From source to trusted intelligence

A visible evidence pipeline

Every public figure can be traced back to the source document, extracted evidence and human review state.

01

Discover

Watch approved official pages and regulatory sources for reports and meaningful changes.

02

Archive

Keep immutable PDF versions in private R2 storage with document fingerprints.

03

Extract

Turn reports into text, tables and mapped MFI metrics using the Python processor.

04

Verify

Human reviewers approve, correct or reject evidence before publication.

Evidence policy

Sources are part of the data

Every published claim carries a source grade, date and verification state. Conflicts remain visible until reviewed.

A

Primary authoritative

NRB, official MFI pages, annual reports, NEPSE/SEBON filings and official notices.

B

Strong secondary

Established financial media and credit-rating reports used to corroborate or discover history.

C

Discovery only

Directories, search results and social posts can open a research task but cannot alone confirm a fact.