
## Overview

**Elpris Sverige** is a comprehensive real-time electricity price monitoring platform that provides Swedish consumers with up-to-date electricity pricing information across all four price zones (SE1, SE2, SE3, SE4). The platform automatically captures screenshots and extracts pricing data from official sources.

## Key Features

### Real-time Price Monitoring
- **Live Data**: Automatic updates every 30 minutes from ENTSO-E
- **All Price Zones**: Complete coverage of SE1 (Luleå), SE2 (Sundsvall), SE3 (Stockholm), SE4 (Malmö)
- **Historical Trends**: Price comparisons with yesterday and tomorrow
- **Visual Data**: Interactive charts and price zone mapping

### Technical Implementation
- **React Frontend**: Modern, responsive UI with real-time updates
- **Automated Screenshots**: Playwright-based screenshot capture system
- **Data Processing**: OCR and text extraction from live web sources
- **API Integration**: Real-time data fetching from ENTSO-E
- **Internationalization**: Full Swedish and English language support

### User Experience
- **Mobile-First Design**: Optimized for all device sizes
- **Intuitive Interface**: Clear price displays with trend indicators
- **Accessibility**: WCAG compliant with screen reader support
- **Performance**: Fast loading with efficient caching strategies

## Technical Architecture

### Frontend (React + TypeScript)
- Component-based architecture with styled-jsx
- Real-time state management with React hooks
- Responsive grid layouts for price zone display
- Internationalization with next-intl

### Backend Services
- Automated screenshot capture system
- Data processing and OCR pipeline
- API integration with ENTSO-E
- Scheduled task execution (every 30 minutes)

### Data Flow
1. **Data Collection**: Automated fetching from ENTSO-E API
2. **Screenshot Capture**: Playwright automation for visual data
3. **Processing**: OCR and data extraction algorithms
4. **Storage**: Structured data storage with timestamps
5. **Display**: Real-time updates to React components

## Challenges & Solutions

### Challenge: Real-time Data Accuracy
**Solution**: Implemented multiple data validation layers and automated quality checks to ensure pricing data accuracy.

### Challenge: Screenshot Automation
**Solution**: Developed robust Playwright-based automation with error handling and retry mechanisms for consistent screenshot capture.

### Challenge: Performance Optimization
**Solution**: Implemented efficient caching, lazy loading, and optimized React rendering to maintain fast performance.

## Impact & Results

- **Consumer Empowerment**: Provides Swedish electricity consumers with transparent pricing information
- **Market Transparency**: Increases awareness of regional price differences
- **Decision Support**: Helps users make informed decisions about electricity consumption timing
- **Technical Showcase**: Demonstrates advanced web scraping and real-time data processing capabilities

## Live Demo

The electricity price widget is integrated directly into the homepage, showing real-time prices for all Swedish electricity zones with live screenshots from the source website.

**Visit the live site**: [elpriser.manprogroup.com](https://elpriser.manprogroup.com)


A real-time electricity price monitoring system that provides current Swedish electricity prices with live screenshots and automated data extraction.

Elpris Sverige - Real-time Electricity Price Monitor


## Overview

**Swedish Synonyms** (Svenska Synonymer) is a modern, AI-powered thesaurus that revolutionizes how Swedish users find and use synonyms. The platform uses advanced Natural Language Processing (NLP) to provide contextually relevant suggestions and help users choose the right word in the right context.

## Key Features

### AI-Driven Contextual Analysis
- **Smart Search**: AI analysis of context to provide the most relevant synonyms
- **Semantic Nuances**: Explanations of differences between similar words
- **Usage Examples**: Concrete examples of how words are used in different contexts
- **Popular Searches**: Recommendations based on user data

### User-Friendly Interface
- **Fast Search**: Immediate feedback and suggestions as you type
- **Clean Design**: Minimalist interface focused on content
- **Responsive Layout**: Works perfectly on all devices
- **Accessibility**: Optimized for screen readers and keyboard navigation

### Technical Implementation
- **Next.js Framework**: Server-side rendering for optimal performance
- **AI Integration**: Advanced NLP models for semantic analysis
- **SEO Optimization**: Structured data for better search engine visibility
- **Progressive Web App**: Works offline and can be installed

## Technical Architecture

### Frontend (Next.js + React)
- Modern React architecture with TypeScript
- TailwindCSS for responsive styling
- Optimized rendering and code splitting
- Progressive enhancement for better user experience

### AI & NLP Pipeline
- Semantic analysis of search terms
- Contextual evaluation of synonyms
- Machine learning for improved recommendations
- Continuous training based on user interactions

### Performance & SEO
- Server-side rendering for fast initial load
- Static generation of popular pages
- Structured data for rich snippets
- Image optimization and lazy loading

## Challenges & Solutions

### Challenge: Contextual Relevance
**Solution**: Implemented advanced NLP algorithms that analyze both search terms and user context to provide the most relevant synonyms.

### Challenge: Performance with AI
**Solution**: Developed an efficient caching strategy and edge computing solution to keep AI analysis fast even under high load.

### Challenge: Swedish Language Analysis
**Solution**: Trained and fine-tuned models specifically for the Swedish language, accounting for grammar, compound words, and regional variations.

## Impact & Results

- **Educational Support**: Helps students and writers improve their vocabulary
- **Language Development**: Contributes to better understanding of Swedish language nuances
- **Accessibility**: Makes advanced language analysis available to everyone
- **Innovation**: Demonstrates practical application of AI in language technology

## Live Demo

Visit the platform to experience AI-driven synonym search in practice.

**Visit the site**: [ordsynonymer.se](https://ordsynonymer.se)


A modern AI-powered Swedish thesaurus with contextual analysis that helps users find perfect synonyms based on context.

Swedish Synonyms - AI-Powered Thesaurus


## Overview

**Swedish Metaphors & Analogies** (Svenska Metaforer & Analogier) is an innovative AI-powered platform that revolutionizes how Swedish writers and speakers use figurative language. The service combines advanced Natural Language Processing (NLP) with a comprehensive database of metaphors and analogies to provide contextually relevant suggestions for creative writing and communication.

## Key Features

### AI-Driven Figurative Language Analysis
- **Intelligent Search**: AI analysis to find perfect metaphors and analogies based on context
- **Category-Based Navigation**: Organized metaphors, analogies, and AI tools
- **Presentation Scenarios**: Specialized suggestions for different presentation situations
- **Contextual Relevance**: Suggestions adapted to topic and target audience

### Comprehensive Content
- **Metaphors**: Rich collection of Swedish metaphors with explanations
- **Analogies**: Practical comparisons to explain complex concepts
- **Popular Categories**: Curated collections in Business, Technology, Education, and Nature
- **Guide Section**: Help features to understand and use figurative language effectively

### User-Friendly Interface
- **Quick Search**: Immediate feedback with autocomplete
- **Category Navigation**: Clear structure for exploring different types of figurative language
- **Responsive Design**: Works perfectly on all devices
- **Accessibility**: Optimized for all users

## Technical Architecture

### Frontend (Next.js + React)
- Modern React architecture with TypeScript for type safety
- TailwindCSS for responsive and consistent styling
- Optimized rendering and code splitting
- Server-side rendering for fast initial load

### AI & NLP Pipeline
- Semantic analysis of search terms and context
- Contextual matching of metaphors and analogies
- Machine learning for improved recommendations
- Natural language processing for Swedish grammar

### Content Management
- Structured database of metaphors and analogies
- Categorization and tagging for easy navigation
- Search engine optimization for each metaphor and analogy
- Dynamic content generation

## Challenges & Solutions

### Challenge: Contextual Relevance for Figurative Language
**Solution**: Developed sophisticated NLP algorithms that analyze both user searches and target context to provide the most appropriate metaphors and analogies.

### Challenge: Quality and Authenticity
**Solution**: Curated database with verified Swedish metaphors and analogies, combined with AI validation to ensure linguistic correctness.

### Challenge: User-Friendly Presentation
**Solution**: Intuitive interface with clear categorization and search functionality that makes it easy to find the right figurative language for the right situation.

## Impact & Results

- **Creative Support**: Helps authors, speakers, and marketers improve their figurative language
- **Educational Tool**: Supports language learning and understanding of Swedish idioms
- **Communication Improvement**: Makes complex ideas more accessible through effective figurative language
- **Innovation**: Demonstrates practical AI application in creative language use

## Use Cases

### Creative Writing
- Find appropriate metaphors for novel writing
- Enrich poetry with powerful analogies
- Enhance marketing copy with engaging figurative language

### Presentations & Speeches
- Simplify complex concepts with clear analogies
- Engage audience with relevant metaphors
- Make presentations more memorable

### Education & Teaching
- Explain abstract concepts to students
- Illustrate theory with practical comparisons
- Develop students' linguistic abilities

## Live Demo

Visit the platform to discover AI-driven figurative language analysis in practice.

**Visit the site**: [analogier.se](https://analogier.se)


A modern service for figurative language with AI-driven contextual analysis that helps users find relevant metaphors and analogies.

Swedish Metaphors & Analogies - AI-Powered Figurative Language


## Overview

**Medlemsfaktura** is a modern invoicing system specifically developed for Swedish associations and non-profit organizations. The platform simplifies invoice management with automated billing, payment integration, and member management, saving time and reducing administration for organizations of all sizes.

## Key Features

### Automated Invoice Management
- **Automatic Invoicing**: Schedule and send invoices automatically
- **Member Registry**: Manage members and their contact information
- **Reminders**: Automatic payment reminders for overdue invoices
- **Payment Tracking**: Real-time overview of payment status

### Modern Payment Processing
- **Direct Payments**: Integration with Swedish payment providers
- **Bankgiro/Plusgiro**: Support for traditional payment methods
- **Swish Integration**: Fast payments via Swish
- **Automatic Reconciliation**: Payments automatically matched to invoices

### User-Friendly Interface
- **Intuitive Dashboard**: Clear overview of finances and members
- **Quick Invoice Handling**: Create and send invoices with a few clicks
- **Mobile-Friendly**: Full functionality on all devices
- **Customizable**: Add logo and organization profile

### Reporting & Accounting
- **Financial Reports**: Overview of revenue and outstanding payments
- **Export Function**: Export data to accounting systems
- **Member Statistics**: Insights into membership development
- **Annual Summaries**: Automatic annual reports

## Technical Architecture

### Frontend (Next.js + React)
- Modern React architecture with TypeScript for type safety
- Server-side rendering for optimal performance
- Responsive design focused on usability
- Real-time payment status updates

### Backend & Integration
- Secure payment integration with Swedish providers
- Automatic PDF generation for invoices
- Email integration for automatic dispatch
- Secure data handling according to GDPR

### Security & Compliance
- GDPR-compliant data management
- Secure authentication and authorization
- Encrypted data storage
- Regular backups

## Challenges & Solutions

### Challenge: Organization-Specific Needs
**Solution**: Developed custom features based on feedback from Swedish organizations, including flexible membership categories, recurring fees, and voluntary contribution management.

### Challenge: Payment Integration
**Solution**: Implemented robust integration with Swedish payment providers and automatic reconciliation that drastically reduces manual work.

### Challenge: Usability for Non-Technical Users
**Solution**: Designed an intuitive interface with clear guidance and minimal learning curve, adapted for volunteers and non-profit workers.

## Impact & Results

- **Time Savings**: Reduces administrative time for invoicing by up to 80%
- **Improved Cash Flow**: Faster payments through automatic reminders
- **Increased Transparency**: Clear overview of organization finances
- **Scalability**: Works equally well for small and large organizations

## Use Cases

### Sports Clubs
- Membership and training fees
- Participation fees for competitions and tournaments
- Sales of club merchandise

### Cultural Associations
- Annual membership fees
- Event ticket sales
- Course fees

### Housing Cooperatives
- Monthly fees
- Extraordinary fees for renovations
- Facility fees

### General Non-Profit Organizations
- Membership fees
- Donation management
- Project financing

## Live Demo

Visit the platform to see how modern invoice management can simplify your organization's administration.

**Visit the site**: [medlemsfaktura.se](https://medlemsfaktura.se)


A specialized invoicing system for Swedish associations and non-profit organizations with modern design and user focus.

Medlemsfaktura - Modern Invoicing for Organizations


## Overview

**Recycling Guide** (sopinfo.se) is Sweden's leading national portal for recycling information. The platform helps citizens find the nearest recycling station, get detailed sorting information, and contribute to a more sustainable environment. With information from 290 municipalities and over 4,500 recycling stations, it's a complete resource for environmentally conscious waste management.

## Key Features

### Comprehensive Station Database
- **290 Swedish Municipalities**: Complete coverage across Sweden
- **4500+ Recycling Stations**: Detailed information about each station
- **14 Waste Types**: Complete guide for different sorting categories
- **Real-time Data**: Always up-to-date information

### Intelligent Search & Navigation
- **Find Your Municipality**: Quick search based on your location
- **Sorting Guide**: Detailed information on how to sort different materials
- **Station Information**: Opening hours, accessibility, and available fractions
- **Map Views**: Visualization of recycling stations on map

### User-Friendly Platform
- **Responsive Design**: Works perfectly on mobile, tablet, and desktop
- **Quick Navigation**: Statistics visible directly on homepage
- **Clear UX**: Easy navigation between different types of information
- **100% Free**: Completely free service for all Swedes

## Technical Architecture

### Frontend (Next.js + React)
- Modern React architecture with TypeScript
- Server-side rendering for fast loading
- Optimized mobile experience
- Interactive maps with Geolocation API

### Backend & Data Sources
- Integration with municipal databases
- Aggregation of data from 290 municipalities
- Automatic updates of station information
- Efficient database for fast searches

### Performance & Scalability
- Optimized for fast searches in large database
- Caching strategy for common searches
- CDN for fast global availability
- Minimal latency for geolocation services

## Challenges & Solutions

### Challenge: Data Integration from Multiple Sources
**Solution**: Developed a robust system to aggregate and standardize data from 290 different municipal sources, with automatic validation and updates.

### Challenge: User Experience for Broad Audience
**Solution**: Designed an intuitive interface that works equally well for elderly citizens and tech-savvy users, with clear icons and simple navigation.

### Challenge: Mobile Usage in the Field
**Solution**: Optimized for mobile-first design with focus on quick access to nearest station, even with poor network connection.

## Impact & Results

- **National Coverage**: Serves all 290 Swedish municipalities
- **Environmental Impact**: Facilitates correct sorting and increases recycling rates
- **Accessibility**: Makes recycling information available to all Swedes
- **Civic Tech**: Demonstrates the potential of digital public service

## Use Cases

### For Private Individuals
- Find nearest recycling station for different materials
- Learn how to sort different types of waste
- Plan recycling visits based on opening hours
- Discover which fractions are available at your local station

### For Municipalities
- Provide residents with recycling information
- Reduce incorrect sorting through clear guides
- Increase awareness about recycling
- Complement to municipality's own services

### For Environmental Organizations
- Promote sustainable behaviors
- Educate about proper waste management
- Support circular economy
- Reduce environmental impact from waste

## Technical Specifications

### Data Tables
- **290 Municipalities**: Complete municipality register
- **4500+ Stations**: Geolocated recycling stations
- **14 Waste Types**: Detailed sorting information
- **Automatic Updates**: Continuous data synchronization

### API & Integration
- RESTful API for data retrieval
- Integration with map services
- Geolocation for position-based search
- Responsive data fetching

## Live Demo

Visit Sweden's most complete recycling portal and discover how easy it is to do right for the environment.

**Visit the site**: [sopinfo.se](https://sopinfo.se)


A comprehensive recycling guide that helps Swedish citizens find recycling stations and sorting guides throughout the country.

Recycling Guide - Sweden's National Recycling Portal


## Overview

**Juice Factory** is a leading European AI platform offering secure and powerful AI solutions for businesses that value data protection and compliance. With 100% EU-based infrastructure and industry-leading performance, the platform delivers AI capabilities that are simple to integrate and secure to use.

## Key Features

### European AI Infrastructure
- **100% EU Infrastructure**: All data stored and processed within the EU
- **GDPR Compliant**: Full compliance with European data protection regulations
- **99.9% Uptime**: Industry-leading availability and reliability
- **<1ms Response Time**: Exceptionally fast response for AI queries

### Powerful AI Capabilities
- **Advanced AI Models**: Access to latest AI technology
- **Flexible Integration**: Easy to integrate via API
- **Scalable Architecture**: From small projects to enterprise solutions
- **Multimodal Support**: Handling text, images, and other data

### Security & Compliance
- **End-to-End Encryption**: Secure data handling throughout the flow
- **ISO Certified**: Follows international security standards
- **Access Control**: Fine-grained permission management
- **Audit Logging**: Complete traceability of all usage

### Developer-Friendly Platform
- **RESTful API**: Modern and well-designed API architecture
- **Comprehensive Documentation**: Clear guides and examples
- **SDK & Libraries**: Support for popular programming languages
- **Developer Portal**: Complete development environment with tools

## Technical Architecture

### Cloud Infrastructure
- Distributed architecture across multiple EU datacenters
- Automatic load balancing for optimal performance
- Redundancy and failover for maximum availability
- Scalable capacity that grows with needs

### AI & ML Pipeline
- State-of-the-art AI models and algorithms
- Continuous updates with latest AI research
- Optimized inference for fast response
- Secure model management and versioning

### Security Layer
- Multi-layer security architecture
- Continuous monitoring and threat detection
- Regular security audits
- Compliance automation for regulatory adherence

### API & Integration
- RESTful API with OpenAPI specification
- WebSocket support for real-time applications
- Batch processing for large datasets
- Webhooks for event-driven architecture

## Challenges & Solutions

### Challenge: EU-Specific Requirements
**Solution**: Designed the platform from the ground up with EU compliance in focus, including GDPR, data residency requirements, and European security standards.

### Challenge: Performance vs Security
**Solution**: Implemented advanced encryption and security layers without compromising performance, through optimized architecture and edge computing.

### Challenge: Developer Experience
**Solution**: Created a comprehensive developer portal with interactive documentation, code examples, and sandbox environment for easy onboarding.

## Impact & Results

- **European Leader**: Established as first choice for EU-based AI
- **Enterprise Adoption**: Trusted by leading European companies
- **Performance**: Industry-leading response times and availability
- **Innovation**: Driving development of secure and ethical AI in Europe

## Use Cases

### Enterprise AI
- Intelligent document processing
- Automated customer service with chatbots
- Predictive analysis and business intelligence
- Content generation and optimization

### Developer Platform
- AI functionality in own applications
- Prototype development and innovation
- Microservices with AI capabilities
- Integration with existing systems

### Data Science & Research
- Experimental AI research
- Model development and training
- Data analysis and visualization
- Academic research projects

### Regulated Industries
- Financial sector and banking
- Healthcare and medical services
- Legal services
- Public sector

## Technical Specifications

### Performance
- **Availability**: 99.9% SLA-guaranteed uptime
- **Response Time**: <1ms for API requests
- **Scalability**: Automatic scaling based on load
- **Capacity**: Unlimited scaling for enterprise customers

### Security & Compliance
- **Certifications**: ISO 27001, SOC 2 Type II
- **Compliance**: GDPR, NIS2, AI Act preparations
- **Encryption**: AES-256 for data at rest, TLS 1.3 for data in transit
- **Backup**: Daily backups with geographic redundancy

### Integration & Support
- **API**: RESTful API with version management
- **SDK**: Official libraries for JavaScript, Python, Go
- **Support**: 24/7 technical support for enterprise
- **SLA**: Guaranteed response time and availability

## Live Demo

Discover how secure and powerful AI can be driven with European infrastructure and compliance.

**Visit the platform**: [juicefactory.ai](https://juicefactory.ai)


A European AI platform delivering secure and powerful AI solutions with 100% EU infrastructure and 99.9% uptime.

Juice Factory - Secure AI Power for European Businesses


## Overview

**Arbetslex** is an AI-powered platform for Swedish employment law that automates the initial phase of legal analysis. The service indexes over 1.17 million legal sources — statutes, preparatory works, court rulings, and collective agreements — and generates fact-based reports with full citations in minutes instead of hours.

## Key Features

### AI-Powered Legal Analysis
- **1.17M+ Legal Sources**: Statutes, regulations, preparatory works, rulings, and collective agreements
- **Fact-Based Reports**: Automatically generated analyses with source citations
- **Contextual Search**: Vector search that understands legal terminology and context
- **The Step Before the Lawyer**: Provides a qualified initial analysis before consulting an attorney

### Technical Implementation
- **RAG Architecture**: Retrieval-Augmented Generation for accurate answers
- **Vector Database**: Semantic search across large legal text collections
- **LLM Integration**: Language models adapted for Swedish law
- **Source Traceability**: Every claim linked to a specific legal source

### Use Cases
- **Employers**: Quick checks on termination rules, discrimination issues, working time regulations
- **Employees**: Understand your rights during reorganization, redundancy, or disputes
- **HR Departments**: Quality-assure decisions with legal foundation
- **Trade Unions**: Streamline advisory services with rapid fact base

## Technical Architecture

### Frontend (Next.js + React)
- Modern responsive design with TypeScript
- Interactive report display with source citations
- Search interface optimized for legal queries

### Backend & AI
- PostgreSQL with pgvector for vector search
- RAG pipeline with chunking and embedding of legal sources
- LLM orchestration for report generation
- Automatic indexing of new legal sources

## Impact & Results

- **Democratizes Legal Knowledge**: Makes employment law accessible to everyone
- **Time Savings**: Minutes instead of hours for initial legal analysis
- **Quality Assurance**: All answers grounded in verified legal sources
- **Legal Tech Innovation**: Demonstrates the potential of AI-driven legal analysis

## Live Demo

Visit the platform and test how AI can help you navigate Swedish employment law.

**Visit the site**: [arbetslex.se](https://arbetslex.se)


An AI-powered platform for Swedish employment law analysis that indexes over 1.17 million legal sources and generates fact-based reports with citations.

Arbetslex - AI-Powered Employment Law Analysis


## Overview

**Enkelservice** is a complete finance and HR suite built specifically for Swedish small businesses. The platform combines payroll, accounting, invoicing, time tracking, annual reports, and more under one roof — with Swedish regulations and Tax Authority integration at its core.

## Modules

### Payroll (Live)
- **Salary Calculation**: Automatic tax deductions and employer contributions
- **Tax Reporting**: Direct integration with the Swedish Tax Authority
- **Pay Slips**: Generation and distribution of pay slips
- **Vacation Management**: Calculation of vacation pay and days

### Invoicing (In Development)
- **Invoice Creation**: Professional invoices with company profile
- **Payment Tracking**: Automatic matching of incoming payments
- **Reminders**: Automatic payment reminders
- **Debt Collection**: Escalation of unpaid invoices

### Accounting (In Development)
- **Journal Entries**: Simple bookkeeping of business transactions
- **BAS Chart of Accounts**: Swedish standard for accounting
- **VAT Reporting**: Automatic VAT declarations
- **Balance & Income Statements**: Real-time reports

### Additional Modules
- **Time Tracking**: Time tracking linked to projects and clients
- **Annual Reports**: Generation of annual reports per K2/K3 standards
- **HR & Offboarding**: Personnel management and termination
- **Whistleblower**: EU-compliant whistleblowing channel
- **Contract Management**: Agreement and contract handling

## Technical Architecture

### Frontend (Next.js + React)
- Modular design with shared authentication
- Responsive dashboard with real-time data
- Unified design language across all modules

### Backend & Integrations
- Swedish Tax Authority API for reporting and tax calculations
- PDF generation for invoices, pay slips, and reports
- PostgreSQL for robust data storage
- Encrypted data transfer and storage in Sweden

### Security & Compliance
- GDPR-compliant data handling
- All data stored in Sweden
- Encrypted transfer and storage
- Role-based access control

## Impact & Results

- **All-in-One**: Replaces 5-10 separate systems
- **Swedish Focus**: Built for Swedish regulations from the ground up
- **Cost-Effective**: Modern technology instead of legacy systems
- **Scalable**: Works for sole proprietors to 50-person companies

## Live Demo

Visit Enkelservice and try the payroll system free during beta.

**Visit the site**: [enkelservice.se](https://enkelservice.se)


A complete finance and HR suite for Swedish small businesses with modules for payroll, accounting, invoicing, time tracking, annual reports, and more.

Enkelservice - Business Suite for Swedish SMEs


## Overview

**Laddkalkylen** is a Swedish comparison service for EV charging stations that helps electric vehicle owners find the right charging solution. With 24+ compared chargers, detailed specifications, pricing, and installation guides, choosing a charger becomes simple.

## Key Features

### Product Comparisons
- **24+ Chargers Compared**: All popular brands and models
- **Detailed Specifications**: Power output, connector type, smart features
- **Pricing Information**: Current prices updated regularly
- **Ratings & Reviews**: Expert assessments of each product

### Guides & Advice
- **Installation Guide**: Step-by-step for mounting and connection
- **Buying Guide**: Which charger fits your needs
- **Cost Calculator**: Calculate charging cost per kilometer
- **Subsidies & Support**: Information about available tax deductions and EV support

### Personalized Recommendations
- **Needs Analysis**: Answer questions, get tailored suggestions
- **Comparison Tool**: Compare products side by side
- **Compatibility**: Check which charger fits your car

## Technical Architecture

### Frontend (Next.js + React)
- SEO-optimized with server-side rendering
- Responsive design for mobile and desktop
- Interactive comparison tables and filters

### Content & Data
- Structured product data with continuous updates
- Price monitoring against retailers
- Editorially reviewed guides and reviews

## Impact & Results

- **Consumer Value**: Simplifies a complex purchase decision
- **Sustainability**: Facilitates the transition to electric mobility
- **Transparency**: Independent comparisons without hidden interests
- **Current Content**: Continuously updated with new models and prices

## Live Demo

Visit Laddkalkylen and find the right charger for your EV.

**Visit the site**: [laddkalkylen.se](https://laddkalkylen.se)


Sweden's guide for EV chargers — compare 24+ charging stations with prices, specifications, installation guides, and personalized recommendations for EV owners.

Laddkalkylen - Compare EV Charging Stations


## Overview

**Matkalkylen** is a free Swedish nutrition calculator that uses AI image analysis to identify ingredients and calculate calories. Based on Sweden's National Food Agency (Livsmedelsverket) official database, it provides reliable nutritional information without requiring registration.

## Key Features

### AI-Powered Image Analysis
- **Photograph Your Meal**: AI identifies ingredients automatically
- **Calorie Calculation**: Instant nutritional analysis from photos
- **Official Data**: Sweden's National Food Agency nutritional values
- **Experimental Feature**: Use reference objects for better precision

### Calculation Tools
- **Calorie Needs Calculator**: BMR and TDEE based on your profile
- **BMI Calculator**: With visual scale and interpretation
- **Macro Distribution**: Track protein, carbs, and fat
- **Weight Goal Planner**: Timeline for weight loss or gain

### Comparisons & Lists
- **31+ Food Comparisons**: Rice vs. pasta, broccoli vs. cauliflower, and more
- **High-Protein Foods**: Ranked lists for training
- **Low-Calorie Alternatives**: Find lighter options
- **High-Fiber Foods**: Best sources of dietary fiber

## Technical Architecture

### Frontend (Next.js + React)
- Modern responsive design without login requirements
- Interactive calculation tools with instant results
- Image upload with preview

### Backend & AI
- Computer Vision model for food identification
- Integration with National Food Agency nutrition database
- PostgreSQL for product data and calculations
- Optimized image processing pipeline

## Impact & Results

- **Accessibility**: Free and without registration
- **Innovation**: AI image analysis makes calorie counting easy
- **Credibility**: Based on official Swedish nutritional values
- **User-Friendly**: Complex calculations made simple

## Live Demo

Visit Matkalkylen and start analyzing your diet.

**Visit the site**: [matkalkylen.se](https://matkalkylen.se)


A Swedish nutrition calculator with AI-powered meal image analysis, calorie counting, and comparisons based on Sweden's National Food Agency database.

Matkalkylen - Nutrition Calculator with AI Image Analysis


## Overview

**PayPro** is a Swedish platform for economic analysis and payment technology. It provides in-depth insights into macroeconomic indicators, the payment landscape, and financial trends — with tools that help businesses make informed decisions about payment solutions.

## Key Features

### Economic Dashboards
- **Macro Indicators**: GDP growth, inflation, unemployment, interest rates in real-time
- **Payment Analytics**: Mix and consumption patterns per sector
- **Interactive Visualizations**: Charts and trends with drill-down
- **Economic Radar**: Market signal monitoring

### Calculation Tools
- **Payment Calculator**: Compare costs across providers (Swish, Klarna, Stripe, Adyen)
- **ROI Calculator**: Calculate return on payment solutions
- **PSD3 Checklist**: Prepare for upcoming regulations (2027)

### Analysis & Content
- **Analysis Reports**: Deep dives into the payment industry
- **Industry Radar**: News and trends in fintech
- **Practical Guides**: Guidance for businesses navigating the payment landscape

## Technical Architecture

### Frontend (Next.js + React)
- Interactive data visualizations
- Responsive design for desktop and mobile
- Server-side rendering for SEO

### Data & Integrations
- Real-time data from economic sources
- API integration with macroeconomic databases
- Automatic indicator updates

## Impact & Results

- **Decision Support**: Helps businesses optimize payment costs
- **Regulatory Readiness**: Prepares for PSD3 and upcoming regulations
- **Industry Insight**: Brings the payment ecosystem together in one place
- **Fintech Expertise**: Demonstrates deep knowledge in payment infrastructure

## Live Demo

Visit PayPro and explore the Swedish payment landscape.

**Visit the site**: [paypro.se](https://paypro.se)


A Swedish platform for in-depth analysis of economics, payment technology, and financial trends with interactive dashboards and calculation tools.

PayPro - Payment Analytics & Economic Intelligence


## Overview

**Regelguiden** is a platform that makes municipal regulations understandable for everyone. By analyzing hundreds of thousands of data points from Sweden's 290 municipalities, regulations are presented in plain language — from building permits and environmental rules to animal keeping and shoreline protection.

## Key Features

### Municipal Regulatory Data
- **290 Municipalities**: Complete coverage across all of Sweden
- **Hundreds of Thousands of Data Points**: Aggregated data from municipal regulations
- **Plain Language**: Complex rules explained in simple Swedish
- **Comparisons**: See how rules differ between municipalities

### Subject Areas
- **Building Permits**: Requirements for extensions, decks, fences, and pools
- **Environmental Rules**: Waste management, burning, noise, and emissions
- **Animal Keeping**: Rules for pets, chickens, and beekeeping
- **Shoreline Protection**: What you can and cannot do near water
- **Parking & Traffic**: Local traffic rules and parking regulations

### Technical Implementation
- **Vector Search**: Semantic search with Weaviate
- **AI Summaries**: Complex regulations condensed to plain language
- **Automatic Updates**: Continuous collection of regulatory data
- **Responsive Design**: Works on all devices

## Technical Architecture

### Frontend (Next.js + React)
- Server-side rendering for fast loading and SEO
- Interactive municipality selector and category navigation
- Responsive design focused on readability

### Backend (Python + FastAPI)
- Weaviate vector database for semantic search
- Pipeline for data collection and rule classification
- AI models for plain language translation
- Redis for caching

## Impact & Results

- **Democratizes Regulatory Knowledge**: Makes municipal rules accessible to everyone
- **Saves Time**: No need to search through municipal PDFs and protocols
- **Comparability**: Unique ability to compare rules between municipalities
- **Civic Tech**: Shows how data can make society more transparent

## Live Demo

Visit Regelguiden and explore what applies in your municipality.

**Visit the site**: [regelguiden.nu](https://regelguiden.nu)


A platform that collects and explains Swedish municipal regulations in plain language, with data from hundreds of thousands of data points across Sweden's 290 municipalities.

Regelguiden - Municipal Regulations in Plain Language


## Overview

**Språkmotor** is a Swedish language platform that brings together tools for writing, solving, and exploring the Swedish language. From text improvement and crossword solvers to word exploration and language data — all free during beta.

## Key Features

### Writing Tools
- **Text Improvement**: AI-powered proofreading and style suggestions
- **Synonyms**: Contextual synonym suggestions for richer texts
- **Rewriting**: Rephrase sentences while preserving meaning
- **Tone Analysis**: Understand how your text is perceived

### Crosswords & Puzzles
- **Crossword Solver**: Find words based on known letters and clues
- **Daily Puzzle**: A new crossword every day
- **Themed Crosswords**: Puzzles within specific topics
- **Clue Database**: Large database of Swedish crossword clues

### Word Exploration
- **Word Analysis**: Inflections, word class, and etymology
- **Word Relations**: Synonyms, antonyms, and related words
- **Frequency Data**: How common is a word in Swedish
- **Language History**: Word origins and evolution

## Technical Architecture

### Frontend (Next.js + React)
- Modern responsive design with TailwindCSS
- Interactive tools with real-time response
- Optimized for fast search and navigation

### Backend & AI
- NLP models adapted for Swedish
- Large Swedish word database with inflections and relations
- API for crossword solving and word analysis
- Caching for fast response

## Impact & Results

- **Language Preservation**: Promotes correct and rich Swedish language use
- **Education**: Tools for students, teachers, and writers
- **Accessibility**: All tools free during beta
- **Unified Platform**: Replaces several separate language services

## Live Demo

Visit Språkmotor and explore the Swedish language.

**Visit the site**: [sprakmotor.se](https://sprakmotor.se)


A comprehensive Swedish language platform with tools for text improvement, crossword puzzles, word exploration, and language data — all in one place.

Projects