Leaders in AI Governance & Compliance

Unify Your Data to Predict Demand & Retain Customers

Remove blindspots, make decisions with full context & act with confidence at every decision point.
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Unify your data to predict demand & keep customers coming

Remove blind spots, make decisions with full context, & act with confidence at every decision point.

Unify your data to predict demand & keep customer coming

Remove blind spots, make decisions with full context, & act with confidence at every decision point
Leaders in AI Governance & Compliance

Unify Your Data to Predict Demand & Keep Customers Coming Back

Remove blind spots, make decisions with full context, & act with confidence at every decision point.
Our focus is simple

Maximize the value of your data

Gain the forecasting accuracy your business derserves
>90%
Forecasting
accuracy delivered
47%
of at-risk customers retained
in early repayment portfolios through predictive risk signals
Starkdata delivered a level of predictive accuracy and compliance rigour we had not previously seen from an analytics vendor.
Head of Business Development
European Banking Group
Gain the forecasting accuracy your business derserves
>90%
Forecasting
accuracy delivered
47%
of at-risk customers retained
in early repayment portfolios through predictive risk signals
Starkdata delivered a level of predictive accuracy and compliance rigour we had not previously seen from an analytics vendor.
Head of Business Development
European Banking Group

Where teams use it day to day

What actually changes for marketing, merchandising & supply chain teams.
CUSTOMER RETENTION

Predict which customers are about to churn, before they leave

Connected purchase and engagement data flags the drop-off early enough for an offer to still change their mind.
DEMAND FORECASTING

Forecast demand per channel & SKU level

Sales, seasonality, and local trends combine into a forecast precise enough to prevent both stockouts and overstock.
PERSONALIZATION

Give every customer a relevant offer, at the right moment

Every offer is built from a customer's behavior and past transactions, not a broad guess at what they want.
PRODUCT INTELLIGENCE

Spot churn and cross-sell signals sitting in your data

Detect usage patterns that signal a cross-sell opportunity & increase revenue.
PRECISE SEGMENTATION

Spend your budget on the segments that will actually convert

Behavior-based groups replace broad categories like age or location, so budget goes toward customers likely to respond.
INVENTORY PLANNING

Know when stock is running low or building up, in time to act

The platform flags a shortage or excess stock early, so a reorder, markdown or reallocation happens before it costs you.

Everything you need

to manage compliance, risk & governance
GROWTH
Stay Audit-Ready Everytime
Connected customer, product, and channel data surfaces default risk.
GROWTH
Forecast Porfolio Performance
See which segments are strenghtening and which are deteriorating.
GROWTH
Catch Customers at Risk Before It Costs You
Connected customer, product, and channel data surfaces default risk.
COMPLIANCE & GOVERNANCE
Defend any decision, on demand
Every prediction traces back to the exact inputs behind it, the moment a regulator asks.

Everything you need

to predict demand, understand customers & grow revenue
GROWTH
Forecast Demand With Every Variable That Actually Affects It
Seasonal patterns, economic shifts, and other external variables get factored in automatically, so the forecast holds up in the real world.
GROWTH
Segment Customers By What They Actually Do
Behavior-based segments replace broad demographic guesses, so a campaign reaches the customers most likely to respond.
COMPLIANCE & GOVERNANCE
Every Output is Explainable &
Audit-Ready
Every recommendation traces back to the data behind it, so compliance never slows a campaign down.
GROWTH
Recommend Upsells & Cross-Sells a Customer Actually Wants
Offers get built from real purchase behavior, so an upsell feels relevant instead of random.
AI PREDICTIVE ANALYTICS FOR RETAIL
One System With Every Signal You Need to Act On
DEMAND FORECASTING
Forecast Demand Precisely
Factor in seasonal & economic shifts
External variables get built into the forecast automatically, so it holds up in the real world instead of missing what actually drives demand.
Replace the spreadsheet with a forecast that updates itself
The forecast refreshes as new sales data arrives, instead of waiting for the next manual planning cycle..
INVENTORY PLANNING
Get Recommended Actions to Optimize Inventory Planning
See exactly how much to reorder & when
See where risk is building across segments, products, or regions as the portfolio changes.
Model performance under stress
Run forward-looking scenarios against the same data you already report on.
CUSTOMER RETENTION
Know Which Customers Are at Risk & Why
Understand the specific behaviour driving the risk
A drop in visit frequency, a lapsed category, a support complaint,  the reason behind the score is visible.
Know exactly how much time is left to act
The score comes with a sense of urgency, so a retention effort goes out while there's still a real chance of changing the outcome.
PRECISE SEGMENTATION
Segments That Update as Behaviour Changes
Segments stay current automatically
A customer moves between segments as their behavior changes, instead of sitting in a group assigned six months ago.
Know which segment to priotize
Segments come ranked by opportunity, so budget goes toward the group most likely to convert before the rest.
ENTERPRISE AI FOR FINANCIAL SERVICES
One System With Every Signal You Need to Act On
CREDIT RISK DEFAULT
See Every Risk Signal Before It Affects Your Bottom Line
Flag default & delinquency risk early
Combine behavior, exposure & repayment signals into one score per account
Anticipate prepayment behavior
Understand how early repayments affect yield, liquidity and portfolio performance.
MONITOR PORTFOLIO DYNAMICS
Track & Optimize Your Portfolio
Monitor concentration & exposure shifts
See where risk is building across segments, products, or regions as the portfolio changes.
Model performance under stress
Run forward-looking scenarios against the same data you already report on.
PREDICT FUNDING FLOW
Forecast Funding Shifts Before They Hit the Balance Sheet
Track deposit & outflow trends
See where risk is building across segments, products, or regions as the portfolio changes.
Model liquidity under different scenarios
Test how rate changes or withdrawal patterns affect your funding position.
PREDICT CUSTOMER CHURN
Know Which Accounts Are at Risk of Leaving
Forecast demand with precision
Forecast demand accurately across regions, channels and product lines to reduce stockouts.
Optimize product portfolio
Understand which products drive growth, where performance is declining & what should be prioritized.
AUTOMATED GOVERNANCE & COMPLIANCE
Gain Governance Your Risk Committee Can Sign Off On
The governance layer regulators already expect you to have
Explainability Engine
Show internal audit teams and external supervisors the same answer, with every prediction traced to its inputs before a SREP review asks for it.
Model Registry
Keep one current inventory of every model in production, the register regulators already expect you to have.
Regulatory Parsing Engine
Map every control to the specific article it satisfies so a supervisory request gets a documented answer that's already prepared.
Drift Detection
Flag model drift automatically so business units keep moving without anyone catching it by hand.

Built for environment where every decision must be defensible

Operate with full transparency, auditability & control
Compass is Starkdata's model agnostic infrastructure that ensures every prediction can be explained, every model audited to any regulator at any time.
Explainability
Break down every decision into clear drivers, showing how inputs, signals, & models contribute to each outcome
Auditability
Maintain complete traceability across your system, with full decision logs, model versioning, and historical tracking
Model Governance
Monitor model performance, detect drift, and enforce governance policies to ensure models remain compliant
HOW IT WORKS
A Simple Path From Where You Are to Full Enterprise Intelligence
Three steps to go from existing infrastructure to a continuously running intelligence layer.
HOW IT WORKS
A Simple Path From Where You Are to Full Enterprise Intelligence
01

Connect Data

We connect all of your current tools so they all feed the intelligence layer
02

Map Entities

We model your organization as a living system
03

Get Value

Every team gets exactly what they need

Frequently Asked Questions

Have questions? We have answers.

Can the platform be deployed on-prem, and how does it integrate with our existing systems?

Yes, on-premises deployment is fully supported, alongside cloud and hybrid configurations, including for institutions with the strictest data residency requirements. The platform connects to your existing infrastructure, drawing data from point-of-sale, inventory, e-commerce, and CRM systems into a single connected view while your current systems continue to operate as they do today. We will confirm the appropriate configuration for your institution during a briefing.

What safeguards protect the confidentiality & integrity of our customer & transaction data?

Your data remains within infrastructure you control at all times and never leaves the boundaries you define. Data is encrypted both at rest and in transit, and access is governed by the same controls your compliance and information security functions already rely upon, with every interaction logged and auditable. We recommend a dedicated security review during a briefing to address your institution's exact requirements.

How does the platform align with regulatory frameworks such as GDPR, the EU AI Act and CCPA?

Regulatory alignment is a core design principle of the platform, with automated governance workflows built against frameworks including GDPR, the EU AI Act, and CCPA. The specific frameworks relevant to your organization depend on jurisdiction and the nature of your customer data, which we will map out during a briefing.

How long does deployment take?

Most deployments take around 90 days from kickoff to go-live, though the exact timeline depends on the complexity of your data environment and which product you're deploying. We'll map out a specific timeline for your organization during a briefing, so you're planning around a real date

How much is the investment?

Pricing depends on the scope of your deployment, which products you need, and the size of your organization, so we don't publish a flat rate. A briefing gets you an accurate scope and pricing conversation based on your actual requirements.

Your industry, your data, your challenge

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