Crayon Data Crayon Data Tangram AI
LEA Notice Management | Fully agentic |
BANKING · OPERATIONS MANAGEMENT SUITE
LEANM AI

Reads, verifies and routes every regulatory and law-enforcement notice end to end -
in 22 languages, across 35+ regulators, with one human gate before anything leaves the bank.

30s to routed 88% ground-truth 100% human-approved
Why LEANM exists

Thousands of notices. Zero missed deadlines.

The problem

Enforcement is accelerating

More notices arrive every quarter, in more languages, with shorter deadlines.

  • 5K–50Knotices a month, per bank
  • 22 languagesIndic, Arabic and CJK
  • Fake ordersforged freeze directions are rising
It is done manually

Spreadsheets and an inbox

An analyst reads each one, logs it by hand and chases the actions across systems.

  • ~2.5 hrsper notice, manually triaged
  • 94%SLA compliance at best
  • Daysto reconstruct an audit trail
With LEANM AI

One avoided penalty pays for years

The pipeline reads, verifies and routes every notice. The team reviews and approves.

  • 99.8%projected SLA compliance
  • 3.2 FTEfreed from triage to advisory
  • $272Mthe CBUAE ceiling on a single fine
What it does · three moves

Process it. Understand it. Trust it.

01LEANM OpsProcess end to end
  • Inbox to dispatched reply, end to end
  • ~30 seconds from arrival to routed
  • One human approval before anything leaves
02LEANM PulseKnow what it requires
  • 35+ regulators across 8 markets
  • The rule cited, not summarised
  • Current on the day the notice arrives
03Notice GuardTrust that it is real
  • Five signals, scored 0–100
  • Screened before a human ever sees it
  • Forged freeze orders stopped at the door
The capability set

Eight things it does, on every notice.

Not a menu of optional modules — all eight run on every notice that arrives.

01Multi-lingual reading22 languages, no translation
02Entity extractionAccused, accounts, statutes
03Authenticity scoringFive signals, 0–100
04Deterministic routingNo LLM in the decision
05Regulatory intelligence35+ regulators, 8 markets
06Core-banking actionsMaker-checker, reversible
07Response draftingBilingual, jurisdiction-aware
08Tamper-evident auditWORM-sealed evidence
LEANM Ops

The queue that runs itself.

live at South Indian Bank

  1. 1
    One live queueAcquired, screened and routed through F1–F7.
  2. 2
    Only your gateNothing dispatches without an approval.
  3. 3
    A clock on every caseNever a spreadsheet.
  4. 4
    Measured, not claimedTracked each quarter against ground truth.
1234
F1 → F7

Seven stages. One human gate.

F1Acquire

Arrives on the authority’s secure channel, fingerprinted and time-stamped.

F2Understand

Reads every page across languages — 37 entities at 97.4% on this notice.

F3Case Creation

Matched to the live ledger. Duplicates link; new directives open a case.

F4Actions

The exact core-banking call, with its statutory basis, at a maker–checker gate.

F5Generate

Three drafts in one pass: the LEA reply, the branch order, the customer note.

F6ReviewHuman gate

You sign it off. Everything so far is already on a WORM ledger.

F7Dispatch

The action posts, the replies go out, the evidence bundle is sealed.

F1 → F2 · Extraction

It reads the notice, not the metadata.

37 entities  ·  97.4% confidence

  1. 1
    Reads it in its own language22 Indian languages, Arabic and CJK — no translation step.
  2. 2
    Splits it by statuteBNSS · PMLA · IT Act, each with its own SLA.
  3. 3
    Knows what it holds4 accused, 5 accounts, 11 directives.
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F4 · Action on the core

From directive to system call.

posted only after approval

  1. 1
    It proposes, with a score99% confidence on this freeze.
  2. 2
    It calls core bankingFlexCube — debit-only freeze, credits still land.
  3. 3
    A named human signs itBranch Operations Manager as checker.
  4. 4
    And it can be undone2-hour rollback window.
1234
F5 · Response drafting

The reply, already written.

awaiting analyst sign-off

  1. 1
    Answers in the right registerCites the notice, the FIR and every statute.
  2. 2
    Both languages, one letterThe officer reviews; the regulator reads.
12
Notice Guard

A fake freeze order never reaches an inbox.

five signals  ·  before a human acts

  1. 1
    Scored 0–100Domain, letterhead, signature, FIR, sequence.
  2. 2
    Held, not queuedAnything under 70% is quarantined.
  3. 3
    The forgery, caughtA spoofed gov.in domain scored 14%.
123
LEANM Pulse

The officer sees the rule, not a guess.

eight markets  ·  sovereignty unchanged

  1. 1
    The exact rule, citedSurfaced from context — no search.
  2. 2
    Regulation-ready per countryIndia, Indonesia, Malaysia, KSA, Singapore, HK, Japan, Australia.
  3. 3
    35+ regulators wired inRBI · SEBI · OJK · BNM · SAMA · HKMA · FSA.
123
Audit trail

Regulator-ready, on demand.

WORM-sealed  ·  every decision logged

  1. 1
    Tamper-evident by designWrite-once — the record cannot be edited.
  2. 2
    Every stage on the recordEach F-stage, its confidence, its timestamp.
  3. 3
    Evidence pack on demandWhat used to take days.
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In summary

Every notice answered, on the record, on time.

In 0s LEANM reads a notice in any of 0 languages,
scores it on 0 signals and routes it — every action waiting
on a human, at 0% ground-truth accuracy.

It is live at South Indian Bank today, and it can be live in your bank in 0–12 weeks.

Try it first on your own data in the hosted sandbox.

demo.crayondata.ai/leanm

LEANM AI · Crayon Data

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