NLQ Banking

Ask treasury
in plain language

The interpretation engine resolves intent, maps to authorized datasets, and returns structured operational output. Every query passes security controls before execution.

NLQ-44182×Firewall×Catalog×Audit×

Natural language · intent aggregation

Show top cash balances by entity since January, USD only.

NLQ-44182allow · 142ms5 rows · maskedcost $0.04

entity:SPP*metric:cashccy:USDwindow:YTD

Intent confidence

0.94

Compiled AST / SQL

SELECT entity, SUM(cash) AS cash_usd,
       COUNT(*) AS accts
FROM ledger.balances b
JOIN org.entities e USING (entity_id)
WHERE b.as_of >= DATE '2026-01-01'
  AND b.currency = 'USD'
  AND e.status = 'active'
GROUP BY entity
ORDER BY cash_usd DESC
LIMIT 5

Firewall gates

PII maskallow

Row limit ≤500allow

Write opsblocked

Cross-tenantblocked

Cost budget$0.04

Latency budget142ms

Audit logchained

Related asks

Break cash by currency for Parent

Show idle cash eligible for sweep

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Which entities exceeded $500k daily outflow?

List pending FX hedges maturing in 30d

Pipeline

Tokenize18ms

Intent24ms

Schema map31ms

Authorize12ms

Firewall22ms

Execute35ms

Catalog scope

ledger.balancesread

org.entitiesread

treasury.railsread

forecast.runwayread

Result set · cash by entity8 rows · read-only · YTD · $18.5M

EntityCashCCYFlagShare

SPP Parent$9.4MUSDlive42%

SPP EU$3.1MUSDfx14%

SPP APAC$2.0MUSDlive9%

Treasury SPV$1.2MUSDsweep5%

Card settle$0.5MUSDhold2%

SPP Labs$0.8MUSDlive4%

Idle sweep$1.1MUSDsweep5%

Escrow$0.4MUSDhold2%

Query surface

Compose in plain language. Sample intents load into the field for inspection.

Query

Structured output

nlq / result / aggregation142ms · 5 rows · masked

Wire volume by counterparty · Q1 2025 · settled transactions

CounterpartyTotal Volume (USD)TransactionsShare

JPMorgan Chase$142,840,00084734.6%

Goldman Sachs$98,320,00061223.8%

Bank of America$76,150,00053418.4%

Citibank$54,890,00042113.3%

Wells Fargo$41,200,00029810.0%

Security controls

nlq / firewall / gates6 rules · 1 warn

RuleStatusDetail

Injection protectionpassQuery structure validated against unsafe patterns

Data scopepassAccess limited to authorized treasury datasets

Sensitive field maskingpassPersonal and account identifiers excluded from results

Organization scopepassResults limited to your organization

Resource limitspassQuery within approved compute threshold

Export restrictionwarnLarge result sets paginated automatically

Tokenize. Classify. Authorize. Gate. Execute. Audit.

Ask treasuryin plain language

Query surface

Structured output

Security controls

Ask treasury
in plain language