LIMERENCE

FINANCE

AI-Powered SQL for Finance

Give analysts and risk teams instant access to transaction data, portfolio metrics, and compliance reports.

GET STARTED

Ask in plain English

Your team asks business questions. Limerence generates the SQL.

Question

What is our total exposure by asset class this month?

sql
SELECT asset_class, SUM(notional_value) AS total_exposure, COUNT(*) AS position_count
FROM positions
WHERE as_of_date >= DATE_TRUNC('month', CURRENT_DATE)
GROUP BY asset_class
ORDER BY total_exposure DESC;
Question

Show me all transactions flagged for AML review in the last 30 days

sql
SELECT t.id, t.amount, t.currency, t.counterparty, t.flagged_reason, t.created_at
FROM transactions t
WHERE t.aml_flagged = true
  AND t.created_at >= CURRENT_DATE - INTERVAL '30 days'
ORDER BY t.amount DESC;
Question

Compare monthly revenue year-over-year for each product line

sql
SELECT product_line, DATE_TRUNC('month', booking_date) AS month, SUM(revenue) AS monthly_revenue,
  LAG(SUM(revenue)) OVER (PARTITION BY product_line ORDER BY DATE_TRUNC('month', booking_date)) AS prev_year
FROM bookings
GROUP BY product_line, month
ORDER BY product_line, month;

Compliance & Security

Self-hosted means your data never leaves your infrastructure.

SOX

Immutable audit trails for every query. Role-based access ensures segregation of duties.

PCI DSS

Self-hosted deployment keeps cardholder data within your PCI-compliant environment.

GDPR

Data residency controls ensure customer PII stays in the required jurisdiction.

Speaks your language

Teach Limerence finance terminology so it maps business terms to your actual schema.

AML
Anti-Money Laundering — regulatory compliance for suspicious transactions
transactions.aml_flagged
NAV
Net Asset Value — total value of a fund minus liabilities
SUM(assets) - SUM(liabilities)
P&L
Profit and Loss — revenue minus costs over a period
SUM(revenue) - SUM(cost)
VaR
Value at Risk — potential loss at a given confidence level
PERCENTILE_CONT(0.05) WITHIN GROUP (ORDER BY daily_return)
READY?
bash
$ curl -fsSL https://limerence.sh/install.sh | bash
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