FLAI Financial Intelligence Get started

Bring your messy financial data. Get a certified financial ontology in minutes.

Governed, traceable AI: every figure opens its cell, every AI call is logged in your account, and when it is not sure, it asks.

1Messy dataExcelDatabricks
pnl_monthly.xlsxP&L · as it arrives
pnl_monthly.xlsx of Harbour Logistics Ltd as it arrives from accounting: figures in £000, a Q1 subtotal between the months and negatives in brackets
Databricksfinance_uk.balance_rawBalance sheet
periodaccountamountcurrency
2025-04Cash at bank£2,012kGBP
2025-04 TRADE DEBTORS 2027000
Apr-25Stocks651kGBP
2025-04Fixed assets2,610,000.00GBP
2025-04Trade creditors-710000GBP
30/04/25Bank loans1.595.000gbp
2025-04Capital & reserves4,995knull
2Your Financial OntologyUnity Catalog
26 certified pieces in 6 layers, all feeding Genie
3Ready to use
FL App · Profit and loss
FL App for Databricks, Overview › Profit and loss of Harbour Logistics FY2025/26: net profit grows 24.8%, revenue up 9.1% and fixed costs only 6.5%; the KPIs and the waterfall from revenue £18.79M to net profit £1.99M (example)
Genie agent · same certified figure
Genie agent answering with the figure certified by FL: staff costs FY2025/26 £4,434,000, Powered by Genie (Harbour Logistics, example)
Clean tables · Unity Catalog
harbour_logistics.fl_pyg✓ Certified
monthcost_of_salesebitdastaff_costs2025-04−738,000333,000−374,0002025-05−785,000412,000−364,0002025-06−797,000286,000−381,000

Your Financial Ontology in minutes

From your files to a configured Genie agent, every figure checked against FL.

DatabricksDatabricks Apps › FL › OntologyExample with demo data

Your certified ontology, published in Databricks

22 of 26 pieces ready for GenieHarbour Logistics Ltd · workspace.harbour_logistics

1BaseBronze · Silver · Gold
Readin FLTypologyin FLCleanin FLCheck totalsin FLAccountTablesLineageReconcilepending
2Metadata
DescriptionsClassification
3Semantic layer
Metric viewsKeysSemanticsDomainequivalentGlossaryequivalent
4Context-rich assets
ContextCertifiedDiagramDashboardExplainpending
5Governance
Permissions
6Evaluation
BenchmarkJob
Also for other agentsmodel.jsonRDFS
Genie agentPowered by Genie

Reads all 26 certified pieces

20 questions
all with FL’s figure

How FL runs inside your Databricks

Your data, the Lakehouse, Unity Catalog, Genie and the FL app: all in your own workspace, nothing leaves.

FL App for Databricks architecture: who uses it (finance leadership, Genie and agents, analysts and BI); inside your Databricks workspace, FL (Databricks App, Lakeflow Job, SQL serverless, Volume, FL schema) cleans and certifies (Bronze, Silver, Gold), publishes tables, metric views and configures your Genie agent; Databricks Lakehouse, FL metrics, Genie and Model Serving; the finance ontology in 6 layers; Unity Catalog, FL groups, filters and masks, Lakebase and TRUE

The financial context behind Genie

Genie answers with FL’s certified figure, from metric views that reconcile with every certified cell.

Metric view · what Genie reads
workspace.harbour_logistics.fl_kpis✓ Certified147 measures
MeasureExpressionMetric viewFL certified figure
RevenueSUM(revenue)£18.79M£18.79M ✓
EBITDASUM(ebitda)£3.30M£3.30M ✓
Operating profitSUM(operating_profit)£2.77M£2.77M ✓
Staff costsSUM(staff_costs)£4.43M£4.43M ✓
Genie · the certified figure
What were staff costs in FY2025/26?
Genie agent answering with the figure certified by FL: staff costs FY2025/26 £4,434,000, Powered by Genie (Harbour Logistics, example)
Table
harbour_logistics.fl_pyg ✓ Certified
Measure
SUM(staff_costs) · Apr 2025 – Mar 2026
Figure
£4,434,000 = FL’s certified figure
Any agent, through the Genie One MCPClaude, ChatGPT or your own agents ask Genie One and get FL’s certified figure (staff costs FY2025/26: £4,434,000) and, when asked, its source cell (March 2026: pnl_monthly.xlsx · P&L · AG8).

FL explains every figure

The headline, the chart, what happened and why, and what to do with its value: all from certified figures.

FL App for Databricks, Overview › Profit and loss of Harbour Logistics FY2025/26: net profit grows 24.8%, revenue up 9.1% and fixed costs only 6.5%; the KPIs and the waterfall from revenue £18.79M to net profit £1.99M (example)

What FL analyses for you

Eight typologies, from profit to tax: every module and use case FL certifies.

Profit & growth

Why profit moved, and from where

Modules
ProfitabilityGrowthSegmentsRecurring revenueEarnings qualityCommercialOperating leverage & ROIC
Use cases
Project profitabilityCommissionsIFRS 15 revenue

Planning · FP&A

Budget against actual, and why

Modules
BudgetSensitivity
Use cases
Budget vs forecast vs actualPrice · volume · mix

Balance sheet & solvency

How solid the company is

Modules
SolvencyStructureAccounting qualityInsolvency risk
Use cases
Suspense accountsMonth cut-offInventory ↔ balanceSlow-moving stockAccrualsFixed assets & IFRS 16Year-end close

Cash & working capital

Where cash goes, how to free it

Modules
TreasuryWorking capitalLiquidityActivity & turnover
Use cases
Bank reconciliationCustomer ageing ↔ ledgerSupplier statement ↔ ledgerCollectionsPayment proposalPOS ↔ sales6-month forecast

Debt, financing & risk

Covenants, currency, bank package

Modules
CovenantsRiskForeign exchange
Use cases
FX revaluationBank package

Investment, group & valuation

What the group is worth

Modules
AcquisitionsInvestmentConsolidationValuation
Use cases
IntercompanyConsolidation with FX translation

Operations

People, efficiency, unit costs

Modules
PeopleEfficiencyUnit economicsSustainabilityInnovationPurchasing
Use cases
Payroll ↔ accounting

Controls, audit & tax

Month-end checks, audit, VAT

Modules
Audit & complianceTaxRegulationGrants
Use cases
Duplicate paymentsCard expenses ↔ ledgerJournal reviewAuditor evidence packVAT books ↔ return

Governed by Unity Catalog

Your certified data is governed in Unity Catalog:

each group sees only what it is granted, and every figure carries its lineage to the cell and the TRUE guarantees.

Governed inside your Databricks workspace

Traceable

Every figure opens its cell

Retains nothing

Your data stays in your workspace

Unerring

What it cannot prove, it never certifies

Evidenced

Every figure carries its proof

FLLineage of a certified figure · EBITDA £3.30M
FL App for Databricks, Lineage: EBITDA £3.30M, from pnl_monthly.xlsx, sheet P&L, cell AI11; certified without AI (Harbour Logistics, example)

Get started in three steps

Free switches itself on: your Free account is created the first time you open FL in your Databricks workspace. Nothing to fill in.

1

Install FL in your workspace

A Databricks App that runs entirely inside your workspace, with your users’ permissions.

2

Choose your tables and files

Your Unity Catalog tables read in place, plus your team’s Excel files. Nothing leaves Databricks.

3

Get your certified ontology

Certified tables, metric views and a Genie agent, ready to ask, plan and report.