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This founder-led launch post explains why stale or shallow data makes outbound worse, and why Scryera focuses on source-backed context, recent activity, and outreach hooks instead of generic profile facts.","2026-07-30",5,"2026-07-30T08:48:27.796Z","2026-08-03T16:05:07.938Z","2026-08-03T16:05:08.126Z","en",35,{"documentId":17,"firstname":18,"lastname":19,"position":20,"linkedin":21},"ch4cet7jf5ubwmgba4d105p5","Andrii","Lutsenko","CTO, co-founder","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fandrii-lutsenko\u002F",[23,27,31],{"documentId":24,"name":25,"color":26},"v30bauyzg0ozuf1hki8xsiwv","AI","blue",{"documentId":28,"name":29,"color":30},"e3e1lmropckjy41anze2a1z5","AI Agents","green",{"documentId":32,"name":33,"color":34},"uw13pmjmho84epqezpdxlmjj","Workflow Automation","red",{"documentId":36,"url":37,"alternativeText":38,"width":39,"height":40},"ru88revjy3x5229wjxe0z336","\u002Fuploads\u002Fpost_preview_scryera_9d5c2c37c2.png",null,1672,941,{"documentId":42,"slug":43,"title":44,"preview_description":45,"date":46,"readTime":47,"createdAt":48,"updatedAt":49,"publishedAt":50,"locale":14,"id":51,"author":52,"tags":58,"preview_image":70},"ai41e4zi1zgnzwfz3l80nlgc","from-similar-to-correct-wyzorai-rag-case-study","From Similar to Correct: WyzorAI RAG Case Study","A case study on how Right.Link improved WyzorAI's RAG pipeline by adding better chunking, a second relevance check, and jurisdiction-aware retrieval rules for cannabis compliance workflows.","2026-07-28",8,"2026-07-28T15:04:12.629Z","2026-08-03T16:05:58.125Z","2026-08-03T16:05:58.262Z",36,{"documentId":53,"firstname":54,"lastname":55,"position":56,"linkedin":57},"plg0t4gfau27h6z3mk9lgbln","Olha","Suntseva","Project Manager","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Folga-suntseva-837ab9149\u002F",[59,60,63,66,69],{"documentId":24,"name":25,"color":26},{"documentId":61,"name":62,"color":34},"ozcdiqa9ilext0gzh8mah27l","RAG",{"documentId":64,"name":65,"color":30},"ay9asuquhwhjcry1oyjlvg1j","Compliance Automation",{"documentId":67,"name":68,"color":26},"iqiblm2ex5me34wrf9rr6w8a","RegTech",{"documentId":28,"name":29,"color":30},{"documentId":71,"url":72,"alternativeText":38,"width":39,"height":40},"e5o0tusjzbe0bv53zlmj2sel","\u002Fuploads\u002Fblog_post_preview_30_07_51eddc05f4.png",{"documentId":74,"slug":75,"title":76,"preview_description":77,"date":78,"readTime":79,"createdAt":80,"updatedAt":81,"publishedAt":82,"locale":14,"id":83,"author":84,"tags":90,"preview_image":99},"g3fsz0c8ok2mzc0949n590a9","building-with-ai-in-the-open-transport-operator-conversations","AI Lessons From Transport Operator Workflows","I build with AI because it helps me turn messy problems into working systems. Recent conversations with transport operators made that practical: the biggest opportunities are often hidden in check-calls, empty kilometers, follow-up grind, and subcontractor blind spots.","2026-07-27",3,"2026-07-22T19:51:39.553Z","2026-08-03T16:05:58.819Z","2026-08-03T16:05:58.905Z",37,{"documentId":85,"firstname":86,"lastname":87,"position":88,"linkedin":89},"f7y4t0hvwbcuc5og8y6zugpx","Ihor","Bohdanov","CEO, co-founder","https:\u002F\u002Fwww.linkedin.com\u002Fin\u002Fbohdanov-ihor\u002F",[91,92,95,98],{"documentId":24,"name":25,"color":26},{"documentId":93,"name":94,"color":30},"ysfqyl3l86dy9hz4b40nk2q0","AIOps",{"documentId":96,"name":97,"color":34},"rkm6qzci0ktjf4nss7bzhs2b","AI Strategy",{"documentId":32,"name":33,"color":34},{"documentId":100,"url":101,"alternativeText":38,"width":39,"height":40},"aab310kt7gj7m2rm8ofry3iv","\u002Fuploads\u002Fblog_post_preview_27_07_b9b325465c.png",[103,135,175],{"id":104,"title":105,"duration":106,"description":107,"results":108,"slug":109,"featured":110,"createdAt":111,"updatedAt":112,"publishedAt":113,"rank":114,"documentId":115,"seo_title":105,"seo_description":116,"industries":117,"regions":128},123,"Helios","12 month","A suite of tools for Helios, including a website builder, e-signature system, mobile app, and seasonal workflow management, aimed at improving user experience, security, and administrative control.","- Fully functional website editor with admin-managed SEO and API-synced banners.\n- E-signature system enabling real-time client approvals.\n- Enhanced app security and backend robustness, reducing potential vulnerabilities.\n- Automated seasonal workflow and personalized email campaigns.\n- Reduced manual work and improved administrative oversight across all modules.","helios",true,"2025-10-09T11:26:55.955Z","2026-08-03T15:27:54.064Z","2026-08-03T15:27:54.104Z",1,"jvxvw5666nwq1q3aqe1ura7f","Tool suite for website building, e-signatures, mobile workflows, seasonal operations, security, and admin control.",[118],{"id":114,"title":119,"description":120,"features":121,"slug":122,"featured":110,"createdAt":123,"updatedAt":124,"documentId":125,"publishedAt":126,"seo_title":119,"seo_description":127},"SaaS","SaaS platforms deliver software functionality through subscription models, requiring scalable architecture, user management, and billing systems. Entertainment platforms focus on engagement, content delivery, and interactive experiences.\n","- Multi-tenant architecture for SaaS applications\n- Subscription management and recurring billing\n- User authentication and role-based access control\n- API development for third-party integrations\n- Usage analytics and feature tracking\n- In-app messaging and notification systems\n- Content delivery networks (CDN) for performance\n- Interactive user experiences with real-time updates\n- Social features and community building tools\n- Gamification and engagement mechanics\n- Video and audio streaming infrastructure\n- Admin dashboards for platform management\n","saas","2025-10-09T11:24:34.490Z","2026-08-03T15:25:12.245Z","fp0t7etr3oiq77crfky46r38","2026-08-03T15:25:12.232Z","SaaS platforms for subscription products, user management, billing, scalable architecture, content delivery, and engaging digital experiences.",[129],{"id":130,"title":131,"createdAt":132,"updatedAt":132,"documentId":133,"publishedAt":134},2,"Europe","2025-10-09T21:06:31.016Z","jq7zl3dcsebkn9kgo6muknx1","2026-07-17T13:36:33.242Z",{"id":136,"title":137,"duration":138,"description":139,"results":140,"slug":141,"featured":110,"createdAt":142,"updatedAt":143,"publishedAt":144,"rank":114,"documentId":145,"seo_title":137,"seo_description":146,"industries":147,"regions":170},125,"E-commerce Fulfillment Solution","January 2025 – July 2025","A UK-based fulfillment company needed enhancements to its internal management system for handling products, orders, shipments, returns, warehouses, and client data. We were subcontracted via an agency to deliver exclusive frontend development for the platform.","- Refactored legacy code, resolved technical debt, and implemented coding standards, resulting in a more maintainable and scalable frontend.\n- Standardize UI components across the platform, enhancing usability and providing a cohesive user experience.\n- Successfully implemented new features on time\n- Reduced system errors and improved overall performance, enabling the company to manage products, orders, shipments, and returns more efficiently.\n- Seamlessly integrated into an existing development workflow, collaborating effectively with intermediary stakeholders to meet deadlines and quality expectations.\n","e-commerce-fulfillment-solutions","2025-10-09T21:10:25.650Z","2026-08-03T15:27:54.486Z","2026-08-03T15:27:54.569Z","xpp1hx68f4d2wp83b95z35p3","Frontend development for a fulfillment management system handling products, orders, shipments, returns, warehouses, and clients.",[148,158],{"id":130,"title":149,"description":150,"features":151,"slug":152,"featured":110,"createdAt":153,"updatedAt":154,"documentId":155,"publishedAt":156,"seo_title":149,"seo_description":157},"E-commerce","E-commerce platforms require robust, scalable infrastructure capable of handling high traffic volumes, complex product catalogs, and seamless checkout experiences. Modern solutions focus on performance optimization, multi-vendor support, and integration with various payment and shipping providers.\n","- High-performance marketplace and online store development\n- Shopping cart and checkout optimization for maximum conversion\n- Product catalog management with advanced filtering and search\n- Payment gateway integration (Stripe, PayPal, and regional providers)\n- Inventory management and real-time stock synchronization\n- Multi-vendor marketplace functionality with seller dashboards\n- Order processing and fulfillment automation\n- Customer account management and loyalty programs\n- Mobile-responsive design for cross-device shopping\n- Performance optimization for handling traffic spikes during sales\n- SEO optimization and structured data implementation\n- Analytics and reporting dashboards for business insights\n","ecommerce","2025-10-09T21:07:18.097Z","2026-08-03T15:25:12.464Z","sp1u33hub7iw6grjgdppsdlr","2026-08-03T15:25:12.455Z","E-commerce platforms with scalable infrastructure, catalog management, fast checkout, payments, shipping integrations, and performance optimization.",{"id":159,"title":160,"description":161,"features":162,"slug":163,"featured":164,"createdAt":165,"updatedAt":166,"documentId":167,"publishedAt":168,"seo_title":160,"seo_description":169},4,"Logistics","Logistics technology focuses on optimizing supply chain operations, warehouse management, and delivery coordination. Modern systems integrate IoT devices, real-time tracking, and predictive analytics to streamline operations and reduce costs.","- Warehouse management systems (WMS) with inventory tracking\n- Order fulfillment and shipping coordination platforms\n- Real-time package and shipment tracking\n- Route optimization and delivery scheduling\n- Multi-warehouse inventory synchronization\n- Supplier and vendor management portals\n- Returns and reverse logistics handling\n- Integration with shipping carriers and 3PL providers\n- Barcode and RFID scanning systems\n- Demand forecasting and inventory analytics\n- Supply chain visibility dashboards\n- Mobile applications for warehouse staff and drivers\n","logistics",false,"2025-10-09T21:09:14.752Z","2026-08-03T15:25:12.738Z","vorriq2adlg65mta44huz1ex","2026-08-03T15:25:12.727Z","Logistics software for supply chain optimization, warehouse management, delivery coordination, real-time tracking, and predictive analytics.",[171],{"id":79,"title":172,"createdAt":173,"updatedAt":173,"documentId":174,"publishedAt":134},"United Kingdom","2025-10-09T21:06:53.664Z","wlx236a6vqytyk20niqx8yb2",{"id":176,"title":177,"duration":106,"description":178,"results":179,"slug":180,"featured":110,"createdAt":181,"updatedAt":182,"publishedAt":183,"rank":114,"documentId":184,"seo_title":177,"seo_description":185,"industries":186,"regions":197},127,"GovAssist","An AI platform that assists UK government departments by enabling staff to request and instantly receive official documents.","- Performed full migration from legacy codebase and outdated technologies to a modern, scalable architecture.\n- Implemented AI assistant creation and configuration: users can upload multiple documents (e.g., regulations, guidelines) to train assistants for specific domains.\n- Developed a secure chat interface for real-time communication with AI assistants.\n- Built role- and organization-based management for users, organizations, and assistants.\n- Conducted estimation, planning, and process improvements to align with modern development practices.","govassist","2025-10-10T21:25:37.582Z","2026-08-03T15:27:55.223Z","2026-08-03T15:27:55.272Z","r9wl79jchk5r40kmxa0iaojo","AI platform helping UK government staff request and instantly receive official documents.",[187],{"id":47,"title":188,"description":189,"features":190,"slug":191,"featured":164,"createdAt":192,"updatedAt":193,"documentId":194,"publishedAt":195,"seo_title":188,"seo_description":196},"GovTech","Government IT solutions prioritize security, accessibility, compliance, and citizen-centric design. Modern e-government platforms digitize services, reduce bureaucracy, and improve transparency in public administration.\n","- Citizen service portals for online applications and requests\n- Document management and digital archiving systems\n- Identity verification and secure authentication\n- Inter-agency data sharing and integration\n- Case management systems for government workflows\n- Public records access and transparency portals\n- Compliance with accessibility standards (WCAG, Section 508)\n- Multi-language support for diverse populations\n- Integration with legacy government systems\n- Secure communication channels for sensitive information\n- Audit logging and regulatory compliance\n- Mobile applications for citizen services\n","government","2025-10-10T13:08:35.003Z","2026-08-03T15:25:13.129Z","qbq376jak1fqhk9t7q26dcdr","2026-08-03T15:25:13.120Z","GovTech platforms that digitize public services with secure, accessible, compliant, citizen-focused experiences and better transparency.",[198],{"id":79,"title":172,"createdAt":173,"updatedAt":173,"documentId":174,"publishedAt":134},[200,214,226,238],{"id":201,"title":202,"description":203,"features":204,"featured":110,"slug":205,"createdAt":206,"updatedAt":207,"publishedAt":208,"documentId":209,"seo_title":202,"seo_description":210,"technologies":211,"price":212,"estimatedTimeline":212,"caseCount":213},16,"SaaS Development","We transform your SaaS ideas into market-ready products with rapid development cycles. Our MVP approach helps validate your concept with real users while minimizing time-to-market and development costs.\n\n","- Rapid Market Entry: Launch your SaaS product in 8-12 weeks with core functionality that delivers immediate value to early adopters\n- Cost-Effective Validation: Invest strategically in essential features first, reducing upfront costs by up to 60% compared to full-scale development\n- Scalable Architecture: Built on modern cloud infrastructure that grows with your user base, from 100 to 100,000+ users\n- User-Centric Design: Focus on features that solve real problems, validated through user research and feedback loops\n- Agile Iterations: Continuous deployment pipeline enables weekly updates based on user feedback and analytics","saas-development","2025-10-09T11:25:46.260Z","2026-08-03T15:22:07.286Z","2026-08-03T15:22:07.318Z","v8igigj94jugh5uwo2c1hvub","Build market-ready SaaS products with fast MVP cycles, user validation, and lower time-to-market and development risk.",[],"",0,{"id":215,"title":216,"description":217,"features":218,"featured":110,"slug":219,"createdAt":220,"updatedAt":221,"publishedAt":222,"documentId":223,"seo_title":216,"seo_description":224,"technologies":225,"price":212,"estimatedTimeline":212,"caseCount":213},17,"MVP Development","Build a functional prototype that tests your core business hypothesis with minimal resources. We help startups and enterprises validate product-market fit before committing to full-scale development.","- Focus on Core Value: Identify and develop only the essential features that prove your concept, eliminating 70% of unnecessary functionality\n- Faster Feedback Cycles: Get your product in front of real users within 6-10 weeks to gather actionable insights\n- Risk Mitigation: Test market demand and technical feasibility before major investment, reducing project risk by up to 80%\n- Lean Budget Approach: Optimize development costs with prioritized feature sets and efficient resource allocation\n- Pivot-Ready Foundation: Flexible codebase architecture that adapts quickly to market feedback and strategic changes","mvp-development","2025-10-09T21:15:05.846Z","2026-08-03T15:22:07.582Z","2026-08-03T15:22:07.627Z","w83ihmzn36hie52cxtaizt0a","Validate your core product hypothesis with a focused MVP before committing to full-scale development and larger budgets.",[],{"id":227,"title":228,"description":229,"features":230,"featured":110,"slug":231,"createdAt":232,"updatedAt":233,"publishedAt":234,"documentId":235,"seo_title":228,"seo_description":236,"technologies":237,"price":212,"estimatedTimeline":212,"caseCount":213},18,"AI Development","Validate your AI-powered product idea with a functional prototype that demonstrates core capabilities. We build intelligent MVPs that prove your concept works, attract early adopters, and secure funding - all while minimizing time and budget investment.","- Rapid AI Proof-of-Concept: Launch your AI-powered MVP in 8-12 weeks with trained models and working intelligence features that demonstrate real value to stakeholders and early users\n- Smart Feature Prioritization: Focus on the one core AI capability that solves your users' biggest problem—whether it's prediction, automation, recommendation, or analysis—eliminating unnecessary complexity\n- Pre-trained Model Integration: Leverage existing AI models (GPT, BERT, computer vision APIs) to accelerate development by 60% while maintaining the flexibility to customize as you scale\n- Real-World Data Testing: Validate your AI's accuracy and performance with actual user data, identifying edge cases and improvement areas before full-scale investment\n- Investor-Ready Demonstrations: Create compelling demos with measurable AI performance metrics (accuracy, speed, user engagement) that prove market viability and attract funding","ai-development","2025-10-09T21:15:54.655Z","2026-08-03T15:22:07.816Z","2026-08-03T15:22:07.863Z","ejz1vghfw4n5n4df8jpmpk1m","Validate AI product ideas with functional prototypes that prove core capabilities, attract users, and support funding decisions.",[],{"id":239,"title":240,"description":241,"features":242,"featured":110,"slug":243,"createdAt":244,"updatedAt":245,"publishedAt":246,"documentId":247,"seo_title":240,"seo_description":248,"technologies":249,"price":212,"estimatedTimeline":212,"caseCount":213},19,"Marketplace Development","Create two-sided marketplaces and platforms that connect buyers and sellers, service providers and customers. We build complete ecosystems with search, matching, transactions, and trust systems.","- Search & Discovery: Advanced filtering, recommendations, and matching algorithms\n- Transaction Management: Escrow payments, dispute resolution, and automated payouts\n- Rating & Review Systems: Trust-building features with verification and reputation scoring\n- Vendor Management: Tools for sellers to manage listings, inventory, orders, and analytics\n- Commission & Fee Handling: Flexible revenue models with automated commission calculation\n","marketplace-development","2025-10-09T21:17:36.872Z","2026-08-03T15:22:08.062Z","2026-08-03T15:22:08.099Z","pmid592suzr12a8ym8110tzx","Build two-sided marketplaces with search, matching, transactions, trust systems, and scalable platform foundations.",[],[251,252,253,263],{"id":114,"title":119,"description":120,"features":121,"slug":122,"featured":110,"createdAt":123,"updatedAt":124,"documentId":125,"publishedAt":126,"seo_title":119,"seo_description":127},{"id":130,"title":149,"description":150,"features":151,"slug":152,"featured":110,"createdAt":153,"updatedAt":154,"documentId":155,"publishedAt":156,"seo_title":149,"seo_description":157},{"id":79,"title":254,"description":255,"features":256,"slug":257,"featured":110,"createdAt":258,"updatedAt":259,"documentId":260,"publishedAt":261,"seo_title":254,"seo_description":262},"Marketplace","Marketplace platforms connect buyers and sellers while handling transactions, reviews, and dispute resolution. Collectibles platforms add specialized features like authentication, grading, and market valuation.\n","- Multi-vendor marketplace infrastructure\n- Product listing and catalog management\n- Search, filtering, and recommendation engines\n- Secure payment processing and escrow services\n- Seller dashboards and inventory management\n- Buyer and seller review systems\n- Authentication and verification services for collectibles\n- Price tracking and market valuation tools\n- Collection management and portfolio tracking\n- Auction and bidding functionality\n- Shipping and logistics integration\n- Fraud prevention and dispute resolution\n","marketplace","2025-10-09T21:07:36.956Z","2026-08-03T15:25:12.599Z","hubnyg4ztcm0wd6g1uk3eglw","2026-08-03T15:25:12.587Z","Marketplace platforms for buyer-seller matching, transactions, reviews, dispute resolution, authentication, grading, and market valuation.",{"id":264,"title":265,"description":266,"features":267,"slug":268,"featured":110,"createdAt":269,"updatedAt":270,"documentId":271,"publishedAt":272,"seo_title":265,"seo_description":273},7,"FinTech","Financial technology encompasses digital payments, lending platforms, investment management, and banking infrastructure. Modern fintech prioritizes security, regulatory compliance, and seamless user experiences.","- Payment processing and gateway integration\n- Digital wallet and mobile payment solutions\n- Peer-to-peer (P2P) payment platforms\n- Lending and loan origination systems\n- Credit scoring and risk assessment algorithms\n- Investment portfolio management tools\n- Cryptocurrency and blockchain integration\n- KYC (Know Your Customer) and AML compliance\n- Fraud detection and prevention systems\n- Multi-currency support and foreign exchange\n- Open banking API integrations\n- Real-time transaction monitoring and reporting\n","fintech","2025-10-10T13:08:10.537Z","2026-08-03T15:25:13.002Z","kdpybyu0u18qgd9feli9sg9r","2026-08-03T15:25:12.996Z","FinTech platforms for digital payments, lending, investment management, banking infrastructure, security, compliance, and seamless UX.",1785773487265]