Understand
Bring heterogeneous data together to see what is happening.
AI · DATA ANALYTICS · DIGITAL TWINS
Complex data.
Clear insights.
Better decisions.
We turn complex data into insights, predictions and decision support — helping businesses and public organizations understand today and plan what comes next.
Artificial intelligence. Human perspective.
DATA ANALYTICS INSIGHTSFROM DATA TO DECISIONS
OUR PARTNERSHIP NETWORK
Technology connections that support our work.
FROM INFORMATION TO IMPACT
More clarity.
At every decision.
Start with the question that matters to your organization. Connect the data, understand the patterns and put the insight to work.
Predict
Anticipate trends, demand and anomalies with predictive models.
Decide
Explore scenarios to inform operational and strategic choices.
Optimize
Use the evidence to guide improvements in processes and services.
OUR SOLUTIONS
Your challenges.
Applied intelligence.
From predictive models and thermal computer vision to connected mobile services, explore the approach that fits your data and the decisions you need to make.
DECISION SUPPORT & PREDICTIVE ANALYTICS
DAI4Decision
Bring predictions into the decisions that shape your operations.
Discover solution — DAI4Decision
A web-based decision-support approach built around predictive models for sales, production and transportation.
Capabilities
- Predictive models with AI and explainability techniques
- Integration with SNAP4 products
- Additional data sources assessed for each project
Application areas
Businesses and public administrations planning around changing demand. Product scope and availability are defined with DAI.
Discuss this solution →PRIVACY-PRESERVING COMPUTER VISION
DAI4Vision
Understand activity through thermal vision, directly at the edge.
Discover solution — DAI4Vision
Thermal-camera computer vision for people counting and understanding behavior, with processing designed to operate on the camera.
Capabilities
- Thermal-image analysis
- On-camera processing
- Real-time insights and early warnings
Application areas
Situations where people counting and awareness of activity can support operational decisions. Privacy safeguards depend on the deployment.
Discuss this solution →PEOPLE FLOW & BEHAVIOR ANALYTICS
DAI4HubVision
Make sense of how people move through shared spaces.
Discover solution — DAI4HubVision
Thermal-camera analysis for counting and tracking people flows in transport hubs, airports, shopping centers, stores and public spaces.
Capabilities
- People counting and movement analysis
- Integration with camera networks and data collection
- Other sensors considered, including LiDAR and laser
Application areas
Understand the use of spaces and transport services to inform planning and service decisions.
Discuss this solution →RETAIL INTELLIGENCE
DAI4Retail
Connect customer behavior to better retail decisions.
Discover solution — DAI4Retail
Uses data collected through DAI4Vision and DAI4HubVision to support recommendations for customer experience and retail operations.
Capabilities
- Behavior-based online and offline recommendations
- Integration with SNAP4 products
- Retailer and third-party data considered where available
Application areas
Explore shopping patterns and opportunities to improve the customer experience. Outcomes depend on the data and application.
Discuss this solution →CONNECTED MOBILE SERVICES
DAI4Mobile
Bring city services and field operations into one connected mobile ecosystem.
Discover solution — DAI4Mobile
A modular mobile solution for residents, visitors and authorized field teams, connected to the Snap4City platform and configured municipal systems.
Capabilities
- Role-based apps for citizens and authorized operators
- Parking, permits, payments, reports, notifications and waste workflows
- Integration with municipal data, maps and back-office services
Application areas
Municipalities and public-service operators that want to make services easier to access and coordinate field activities. Available features depend on the local configuration.
Discuss this solution →FROM DATA TO DECISIONS
A connected path.
A clearer next step.
Data becomes useful when it helps someone act. Our approach connects analysis and prediction with the decisions people make.
- Data
- AI & analytics
- Insight
- Prediction
- Decision
- Action
WHERE IT APPLIES
Different contexts.
The right questions.
Explore potential applications of DAI capabilities. Every project starts by defining the decision, the available data and the operational constraints.
Mobility & transportation
How are transport services being used?
People-flow analysis and predictive models can help inform service and demand planning.
Smart cities & public administration
How can people access everyday city services more easily?
Connect parking, waste, complaints, environment and mobility information in one operational ecosystem, with web and mobile experiences for residents and staff.
Retail
What can shopping behavior tell us?
People counting and behavioral analysis can help retailers assess the use of spaces and customer experience.
Industry
How could operations evolve?
Explore predictive models and scenario analysis for production planning and operational decisions.
Environment
Which signals deserve attention?
Discuss how heterogeneous data, anomaly detection and forecasts could support environmental monitoring.
Energy
What would a different scenario mean?
Assess opportunities for data analysis and simulation to inform resource planning. Specific applications are defined with DAI.
CONNECTED URBAN SERVICES
One ecosystem.
More useful city services.
Bring together service data, operational tools and mobile experiences. The result is a clearer view for public organizations and simpler access for the people who use the city every day.
Smart Parking
Find a space. Manage parking.
Live availability and rates, directions, parking sessions, payments, saved vehicles and parking or access permits.
Smart Waste
See what needs attention.
Nearby containers on a map or list, type, coordinates, fill level and directions, with operational data that can support collection planning.
Citizen Engagement
Report. Track. Resolve.
Geolocated complaints with a category, description, photos, a short video or PDF files, plus clear status updates from submission to closure.
Fines and enforcement
From control to notification.
Parking and permit checks support field operations. Residents can receive fine notices, access payment details and review receipts.
Environment and air quality
Read the city signals.
Sensors, maps and time series help monitor pollutants and environmental conditions, with indicators and forecasts when data and models are available.
Mobility information
Information that keeps people moving.
Traffic, public transport, routes and points of interest become accessible through web and mobile services and support planning decisions.
CONNECTED MOBILE SERVICES
Three mobile apps. One connected city platform.
Residents, enforcement officers and waste collection teams use interfaces designed around their own tasks. Each app connects to the same Snap4City platform, municipal data and configured back-office services.
City User App
Parking, permits, payments, reports, notifications and nearby city information for residents and visitors.
Enforcement App
Live parking status, permit checks, evidence, fine creation, ticket printing and back-office coordination for field teams.
Waste Collection App
Planned and dynamic routes, bin information, navigation and collection progress for truck operators.
Services, integrations and user permissions are configured for each municipality and deployment. Screens show documented mobile and field applications.
Explore connected mobile services
HOW WE WORK
Explainable intelligence.
Practical decisions.
DAI combines explainable AI, intelligent digital twins and open-source technologies to turn data into models, scenarios and visual evidence that people can use.
Methods and technologies are selected around the problem, available data and operating context.
Explainable AI
Examine the factors behind model outputs.
Intelligent Digital Twins
Explore scenarios before acting.
Applied technologies
AI, machine learning, computer vision, IoT and big data.
DAI approach
Technical depth, visual tools and solutions adapted to context.
DOCUMENTED WORK
Technology applied
to real workflows.
Two examples of how DAI connects methods, software and operational use.
THERMAL COMPUTER VISION
AI on a thermal camera.
A documented software release connects a trained computer vision model with an application for an AXIS edge camera.
CONNECTED MOBILE SERVICES
DAI4Mobile.
Role-based applications connect residents, visitors, enforcement teams and waste collection operators to the Snap4City platform and configured municipal services.
Explore DAI4Mobile →LET’S TALK
What decision could
your data improve?
Tell us about your challenge, the data you have and what you want to understand. We can explore the next step together.
info@d-ai.eu +39 329 983 6864VAT No. IT07296070480
Via Pier Luigi da Palestrina 13/A
Firenze, Italia
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