AI-First Financial Modelling

The Intelligence
Layer for
Simulations.

We combine the quantitative methods of institutional finance with AI that interprets, explains, and learns. No black boxes. Every number traces to source.

The Reality

Finance teams are scaling fast. Their tools aren't.

Small headcounts. Fragmented systems. Heavy reliance on spreadsheets. Cash visibility, forecasting discipline, and business-driver analytics lag behind operational growth. Not due to lack of ambition—but lack of infrastructure.

01

REAL-TIME CASH VISIBILITY

See positions across all entities, banks, and currencies. Idle cash detection surfaces unnecessary balances. Behavioral classification tags accounts by purpose.

Idle cash alertsAccount personas
USD
$12.4M
EUR
€6.1M
GBP
£3.2M
2 idle ($1.4M)
02

FX & MARKET RISK INTELLIGENCE

Model what-if scenarios, stress test positions, track realized vs unrealized FX impact. Value at Risk with volatility modeling and correlation mapping.

VaR analysisStress scenarios
EURGBPJPYBRLBrentSOFR
VaR $2.4M · 41% diversified
03

AUTOMATED DRIVER ATTRIBUTION

Decompose variance into structural shifts, timing effects, and behavioral drift. Separate signal from noise with narrative intelligence—no data science needed.

Variance waterfallsNarrative insights
Prior+Vol−Cost−FXCurrent
$12.4M $13.7M · +10.5%

The Platform

One engine. Unlimited capabilities.

A unified intelligence layer that ingests your financial data, learns your business patterns, and powers every module—from cash visibility to forecasting to risk.

The Engine

Most platforms give you dashboards. We give you understanding. A single analytical layer that normalizes your data, discovers patterns, and explains why numbers shift—not just that they did.

Data NormalizationPattern RecognitionBehavioral ClusteringForecastingAnomaly DetectionAttributionNarrative Intelligence
MODULE 01

Cash & Liquidity

See everything

Real-time positions across every entity and currency. Idle cash detection surfaces unnecessary balances. Behavioral classification tags accounts by purpose.

Global positionsIdle cash alerts7-60 day forecasts
MODULE 02

Planning & Attribution

Understand why

Decompose variance into structural shifts, timing effects, and behavioral drift. Identify which drivers explain performance changes.

Driver identificationVariance waterfallsScenario modeling
MODULE 03

Market Risk & Exposure

Manage uncertainty

Model what-if scenarios across FX, rates, and commodities. Stress test positions and quantify exposure with VaR modeling.

FX & ratesVaR analysisStress scenarios
MODULE 04

Intelligence & Output

Act with confidence

Plain-language insights in any format—CFO-ready, board-ready, audit-ready. Explains not just what changed, but why.

Anomaly detectionPlain-languageAny format

Intelligence that compounds

Your data gets smarter. Automatically.

No model training. No configuration. The system learns your cash patterns, refines forecasts, and surfaces insights—compounding in value the longer you use it.

Our Approach

Domain Models + AI

We combine proven quantitative finance methods — time-series decomposition, stochastic modeling, variance attribution — with large language models that interpret results and generate plain-language insight. Not AI alone. Not spreadsheets. The space in between.

1
Connect

Ingest & Normalize

Unified data from day one

Connect your banks, ERPs, and spreadsheets. Stratiri normalizes everything into a single analytical layer — consolidated positions, flagged anomalies, idle cash surfaced instantly.

2
Learn

Pattern Recognition

Your business rhythm, mapped

Cash cycles extracted from transaction history. Behavioral clusters identified across entities. 30-day forecasts calibrated to your specific operational patterns.

3
Compound

Predictive Intelligence

Models that sharpen over time

Seasonal models built automatically. Stress scenarios ready on demand. Every week of data makes forecasts more precise and attribution more granular.

Why Stratiri

Intelligence, not infrastructure.

Finance teams deserve explanations, not just numbers. Every insight comes with context. Every forecast explains its drivers. Every model traces to source.

01

Transparent by Default

No black boxes. Every number traces to source data, every assumption is visible.

02

Plain-Language Output

Statistical patterns become narratives your CFO can act on. No data science required.

03

One Unified Engine

Cash, risk, forecasting, and attribution from a single analytical foundation.

04

Adaptive to Your Business

Models learn your operational patterns and rhythms, not generic templates.

Insights from day one.

Deeper intelligence as your data grows.

Enterprise-ready security
SOC 2 compliant
Dedicated support

Industries We Support

ShippingSecurityInfrastructureTechnologyManufacturingEnergyFinancial Services