Leaders in AI Governance & Compliance

Predict disruptions, lower fleet costs & keep routes on schedule

Fleet, route & maintenance date connected in one system, so operations teams act on risk before they cost
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Leaders in AI Governance & Compliance

Unify Your Data & Records Into One Integral View of Every Patient

Connect every system and record scattered across your hospital, so care teams see a patient's complete history in one place
Our focus is simple

Maximize the value of your data

Gain the forecasting accuracy your business derserves
>90%
Forecasting
accuracy delivered
85%
Reduction in Route Planning Cycle
Starkdata is at the moment an indispensable partner, and we fully intend to maintain and strengthen this relationship.
President of SPCI
Paulho Mergulhão
Gain the forecasting accuracy your business derserves
>90%
Forecasting
accuracy delivered
85%
Reduction in Route Planning Cycle
Starkdata delivered alevel of predictive accuracy & 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 when data stops living in silos
ROUTE OPTIMIZATION

Adjust a route the moment reality changes it

A closed road, a missed pickup window, or a sudden traffic delay updates the plan automatically, instead of leaving dispatch to fix it by hand.
PREDICTIVE MAINTENANCE

Schedule a repair before components fail

Vehicle sensor data flags a failing component early enough for a scheduled repair to replace an emergency one.
CAPACITY FORECASTING

Know what capacity you'll need before demand shifts

Connected shipment and seasonal data produce a forecast precise enough to plan fleet and driver capacity against.
FLEET VISIBILITY

See telematics and dispatch data in one place

Engine diagnostics, location, and delivery status stay connected, instead of living in separate systems no one has time to cross-reference.
AI GOVERNANCE

Know exactly which AI systems carry compliance obligations

Route and maintenance models stay in one low-risk category, clearly separated from anything that touches driver monitoring or evaluation.
EXPLAINABILITY

Show exactly why a route or maintenance call was made

Every recommendation traces back to the specific data behind it, ready before anyone has to ask.

Everything you need

to keep routes moving, costs transparent & models compliant
FORECAST
Get Dynamic Route & Risk Alerts in Time to Re-route
Historical data & external variables like weather & congestion are combined to flag delays early.
OPTIMIZATION
Catch a Failing Part Weeks Before It Breaks Down
Vehicle sensor data flags wear early enough tofix it on a schedule.
COMPLIANCE & GOVERNANCE
AI That Stays Compliant & Audit-Ready Over Time
Compliance status updates as models do, so audit-readiness holds over a model's full life.
OPTIMIZATION
Know Where Fuel & Mileage Costs Are Coming From
Costs per route get track down to the mile, so you know precisely where the money is going.

Everything you need

to keep routes moving, costs transparent & models compliant
FORECAST
Get Dynamic Route & Risk Alerts in Time to Reroute
Historical lane performance and real-time variables like weather or border congestion combine to flag delays early, giving dispatchers time to adjust before cargo stalls.
OPTIMIZATION
Catch a Failing Part Weeks Before It Breaks Down
Vehicle sensor data flags wear early enough to fix it on a schedule.
COMPLIANCE & GOVERNANCE
AI That Stays Compliant & Audit-Ready Over Time
Compliance status updates as models do, so audit-readiness holds over a model's full life.
OPTIMIZATION
Know Exactly Where Fuel & Mileage Costs Are Coming From
Cost per route gets tracked down to the mile, so you know precisely where money is going, not just the total at the end of the month.
AI FOR LOGISTICS
One System With Every Signal You Need to Act On
ROUTE OPTIMIZATION
Build Cost Optimal Routes & Re-Route Dynamically When Needed
Minimize route expenditure & increase revenue
Routing algorithms evaluate mileage, fuel burn & all relevant variables to generate the most cost-effective sequence.
Adapt active routes without missing delivery
Traffic, weather & other delays automatically update active plans, giving dispatchers instant re-route options.
CAPACITY FORECASTING
Align fleet sizing & driver availability with real demand
Balance core fleets against third-party carriers to protect profit margins
Precise load forecasts show how many owned trucks you need, letting you lock in external haulers before expensive spot pricing takes over.
Align driver availability with projected haul distances & rest requirements
Long-range route models project labor demand weeks ahead, so dispatchers build compliant schedules that maximize time on the road.
PREDICTIVE MAINTENANCE
Predict component failures early to avoid unscheduled downtime
Detect early component wear through continuous engine telemetry
Sensor alerts for oil pressure and brake heat flag failing parts weeks early, giving maintenance teams ample time to order replacements.
Gain early fault alerts
Predicted component risks trigger alerts with fault details, allowing managers to order parts and plan repairs during scheduled downtime.
AI GOVERNANCE
Keep Route & Maintenance Models Compliant & Audit-Ready
Track model accuracy & detect drift
Continuous monitoring flags when routing or maintenance models drop below performance thresholds.
Trace the exact data & rules behind every automated decision
Complete lineage records show precisely why a route modifitcation or failure alert was triggered for operational transparency.
AI FOR HEALTHCARE
One System With Every Signal You Need to Act On
ROUTE OPTIMIZATION
Build Cost Optimal Routes & Re-Route Dynamically
Minimize route expenditure & increase revenue
Routing algorithms evaluate mileafe, fuel & all relevant variabels to generate the most cost-effective sequence.
Adapt active routes without missing delivery
Traffic, weather & other delays automatically update active routes, recommending instante re-route options.
CAPACITY FORECASTING
Align Fleet Size & Driver Availability With Real Demand
Balance core fleets against thrid-party carriers to protect profit margins
Precise load forecasts shows how many trucks you need, letting you lock in external haulers before expensive spot pricing takes over.
Align driver availability with projected haul distances & rest requirements
Long-range route models project labor demand weeks ahead, so dispatchers build compliant schedules that maximize time on the road.
PREDICTIVE MAINTENANCE
Predict Component Failures Early to Avoid Unscheduled Downtime
Detect early component wear through continuous engine telemetry
Sensor alerts for oil pressure and brake heat flag failing parts weeks early, giving maintenance teams ample time to order replacements.
Gain early fault alerts
Predicted component risks trigger alerts with fault details, allowing managers to order parts and plan repairs during scheduled downtime.
AI GOVERNANCE
Keep Route & Maintenance Models Compliant & Audit-Ready
Track model accuracy & detect drift
Continuous monitoring flags when routing or maintenance models drop below performance thresholds.
Trace the exact data & rules behind every automate decision
Complete lineage records show precisely why a route modifitcation or failure alert was triggered for operational transparency.
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 core banking systems?

Yes, on-premises deployment is fully supported alongside private cloud and sovereign configurations for logistics operators with strict data residency or operational continuity requirements. The platform connects directly to your existing infrastructure rather than replacing it, drawing data from telematics, ERPs, and transportation management systems into a single connected view while your current dispatch software continues to operate as it does today.

What safeguards protect the confidentiality & integrity of our data?

Your operational telemetry and shipment data remain within infrastructure you control at all times and never leave the boundaries you define. Data is encrypted both at rest and in transit, with access governed by the same role-based controls your information security functions already rely upon, ensuring every data interaction remains fully logged and auditable. We recommend a dedicated security review during a briefing to address your organization's exact requirements.

How does the platform align with regulatory frameworks such as the EU AI Act, NIS2, and GDPR?

Regulatory alignment is a core design principle of the platform, with automated governance workflows built against frameworks including the EU AI Act, NIS2, GDPR, and ISO standards. Operational routing and predictive maintenance models stay categorized in low-risk tiers to avoid unnecessary compliance friction, and the specific frameworks relevant to your fleet will be mapped out in detail during a briefing.

How explainable are the model outputs?

Explainability is a core capability of the platform rather than a supplementary feature. Given the tight margin pressure and strict SLA requirements surrounding route planning and fleet maintenance, every output can be traced back to the specific sensor inputs, lane variables, and historical constraints that produced it, ensuring every recommendation is clear and defensible to dispatchers, safety directors, and fleet managers alike.

What results have similar institutions achieved, and what does deployment typically involve?

In enterprise logistics deployments, predictive route optimization and fleet intelligence capabilities have achieved up to an 85% reduction in the route planning cycle while delivering high predictive accuracy and compliance rigor across regulated European operations. Deployment timelines average approximately 90 days from kickoff to go-live, though the precise duration depends on the complexity of your telematics and dispatch environment, which we will map out during a briefing.

How much is the investment?

Pricing depends on the scope of your deployment, the specific capability modules required, and the size of your fleet, so we do not publish a flat rate. A briefing gets you an accurate scope and pricing conversation based on your organization's actual operational requirements, rather than a figure that wouldn't reflect what you'd really invest.

Your industry, your data, your challenge

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