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At FX31 Labs, we build world-class technology products and agile tech teams that help startups, scale-ups, and enterprises accelerate growth, launch faster, and stay ahead in a competitive market. With 25+ years of leadership in AI, blockchain, IoT, and software innovation, we empower visionary founders and business leaders to solve real-world challenges through cutting-edge technologies. Our services are designed to turn bold ideas into market-ready products through MVP development, custom AI and blockchain solutions, and software outsourcing. We offer end-to-end support, from rapid prototyping to product deployment, ensuring a 30-50% faster time-to-market. Whether you need remote CTO services, technical consulting, or a dedicated team for development, we adapt to your business needs, scaling solutions as you grow. What We Offer: MVP & Prototype Development: Launch products quickly with ready-to-scale prototypes and rapid iteration. AI & Blockchain Solutions: Transform operations with Generative AI, machine learning, and blockchain integration. IoT Solutions: Improve asset management and efficiency through custom IoT implementations. Remote CTO & Tech Consulting: Get strategic guidance to optimize tech strategies and digital transformation initiatives. Software Outsourcing & Talent Augmentation: Access top-tier engineers and tech teams to accelerate your project timelines. Why Work With Us? Our leadership team has collaborated with global companies like Intel, IBM, and Mastercard, delivering innovative solutions across industries. We offer flexible engagement models—whether you need a dedicated team, outsourcing, or consulting services—to fit your specific requirements. Our goal is to help you reduce costs, speed up time-to-market, and create future-ready solutions. At FX31 Labs, we’re passionate about building technology that drives meaningful change. Let’s connect and explore how we can help you build solutions that transform the future.

Easymotion AI is an AI-powered motion graphics platform that helps users create animated videos and visual content without complex design software. It is built for marketers, agencies, founders, content teams, educators, analysts, and video editors who need to create motion graphics faster for marketing, social media, presentations, reports, and client work. What Easymotion AI helps users create: * Animated map videos * Data visualization videos * Chart and graph animations * Flowchart and process animations * Product explainers * Social media videos * Pitch deck visuals * Marketing videos * Animated visuals from images, screenshots, UI designs, or posters How it works: * Users describe what they want in plain English. * Easymotion AI generates a motion graphic or video based on the request. * Users can refine the output through a conversational AI workflow. * Finished videos can be exported and used across websites, social media, presentations, reports, and marketing campaigns. Key capabilities: * Text-to-motion graphics * Image-to-animation * CSV/XLSX-to-video for charts and data visuals * AI map animations * Motion templates * Multiple aspect ratios * MP4 and transparent video export options * Browser-based workflow Who uses Easymotion AI: * Marketing teams creating campaign visuals * Agencies producing client videos * Founders creating launch and pitch visuals * Analysts turning reports and spreadsheets into animated content * Educators creating visual explanations * Video editors speeding up motion graphics tasks * Content teams creating social media videos Why Easymotion AI is useful: Traditional motion graphics tools can be time-consuming and difficult for non-designers. Easymotion AI makes the process easier by allowing users to create and edit animations through AI chat instead of manually building every animation from scratch. Easymotion AI is designed for professional and business use cases where users need polished animated content faster, with less manual production work.

Pokamind is an AI-native learning platform designed to provide accessible and adaptive training solutions for schools, universities, and organizations. By integrating advanced artificial intelligence, Pokamind offers personalized learning experiences that cater to individual needs, enhancing skill development and performance across various professional scenarios. Key Features and Functionality: - AI-Powered Roleplay: Engage in realistic customer scenarios to practice and refine communication skills. - Behavior Analysis: Monitor non-verbal cues in real-time to gain insights into behavioral patterns. - Performance Dashboard: Access instant, actionable insights to track progress and identify areas for improvement. - Training Modules: Master proven sales frameworks through structured training programs. - Skills Library: Utilize over 200 expert-designed modules covering a wide range of competencies. - Custom Content: Develop tailored training materials to meet specific organizational needs. - Gamified Learning: Enhance engagement with interactive and game-like learning experiences. Primary Value and Solutions: Pokamind addresses the challenge of effective workforce development by providing scalable, intelligent training solutions that adapt to the unique requirements of each learner. By simulating real-world scenarios and offering personalized feedback, the platform accelerates skill acquisition, reduces onboarding time, and improves overall team performance. Its integration capabilities with existing tools ensure a seamless learning experience, fostering continuous professional growth and organizational success.

Hoppr IQ modernizes retail operations by eliminating the manual effort of gathering price data from websites. Our cloud-based platform retrieves prices and product content from virtually any retail platform across North America. It enables organizations to monitor thousands of SKUs at scale, allowing them to surface actionable price insights to unlock margin potential. Key features: Market Intelligence: Comprehensive price monitoring across retailers and marketplaces in Canada and the US. Resilient Data Retrieval Pipeline: Enterprise-grade handling of web data collection, automated proxy rotation, and captcha solving to ensure consistent data flow from even the most complex retail sites. Excel-Based Connectivity: Import catalogs to shop SKUs at scale and export intelligence for deep analysis, seamlessly complementing your existing spreadsheet-driven pricing workflows. Smart Price Signals: Fully configurable alerts for critical market events, including price changes and promotions, so you can strategize the moment the market moves. Historical Intelligence: Tracking of promotional activity and historical pricing cycles to identify seasonal trends and competitor patterns over time. Scheduled Monitoring: Fully configurable retrieval cycles that sync with your team’s decision-making rhythm, delivering fresh market intelligence on your schedule without any manual oversight. AI-Driven Product Matching: Automatically identifies equivalent items across different retailers using multi-signal logic — including UPC and product attributes. Benefits: Unlock Margin Potential: Successfully fend off cost increases and execute strategic price resets by identifying exactly where the market allows for movement. Benchmarking provides the data-backed confidence to capture maximum value while staying aligned with competitor shifts. Operational Time Savings: Reclaim 15+ hours per week by eliminating the manual effort of gathering price data. By removing the burden of spreadsheet maintenance, your team can reprioritize their time toward formulating a competitive pricing strategy. Margin Guardrails: Enable visibility into competitor discount depths to protect your brand position and prevent unnecessary, reactive price-cutting.

Fenergo Client Lifecycle Management (CLM) is a specialized SaaS solution suite exclusively for financial services firms, designed to streamline and digitally manage client and counterparty journeys across all lifecycle events—from prospecting, onboarding and due diligence, product applications, as well as continuous monitoring of KYC and transaction profiles. Our AI-powered platform connects and centralizes client and counterparty data, documents and events into a single hub to connect all stakeholders – from relationship managers, KYC & onboarding analysts, compliance & AML teams and, ultimately, the end-client, via our digital outreach portal. Fenergo orchestrates all aspects of CLM and financial crime – including data and document collection, beneficial ownership unwrapping, client outreach, AML screening, risk scoring, transaction monitoring and review & sign-off – to provide a single client profile across the organization. This allows for efficient re-use of client KYC and AML data, dramatically expediting new applications, simplifying KYC reviews, and reducing unnecessary duplication outreach requests, delivering exceptional user and client experiences. Our core solutions are as follows: ٠ Client Onboarding: End-to-end case management for automated, compliant onboarding of clients, counterparties and related parties. Includes CRM integration, client due diligence, digital client portal outreach, risk assessment, and PEP and sanctions screening. ٠ Know Your Customer: Comprehensive, risk-based KYC ecosystem, enterprise-wide, powered by pre-packaged policies for over 120 jurisdictions globally. Supports automated data capture, intelligent document processing, UBO unwrapping, and risk scoring across the entire client lifecycle, underpinned by continuous monitoring framework for perpetual KYC. ٠ Transaction Monitoring: Real-time and post-event money laundering detection with pre-defined models, workflows, and machine learning to optimize AML processes, reduce false positives, and ensure regulatory compliance. Fenergo is the only platform to provide end-to-end functionality for KYC, market regulations, product provisioning, and transaction monitoring on a single platform. By eliminating silos and enabling a unified client view, firms can enhance compliance, boost operational efficiency, and accelerate onboarding while delivering a superior digital experience.

Blur ST is an enterprise search and discovery platform developed by Data Intelligence Technologies, Inc., designed to handle large-scale data environments. It enables organizations to efficiently search, analyze, and visualize vast amounts of data, facilitating informed decision-making and enhanced operational efficiency. Key Features and Functionality: - Comprehensive Data Search: Provides robust search capabilities across diverse data sources, ensuring quick and relevant results. - Advanced Data Analytics: Offers tools for in-depth analysis, allowing users to uncover patterns and insights within their data. - Data Visualization: Includes visualization features that present complex data in an understandable and actionable format. - Scalability: Designed to scale with organizational growth, accommodating increasing data volumes without compromising performance. Primary Value and Problem Solved: Blur ST addresses the challenge of managing and extracting value from large and complex datasets. By integrating search, analytics, and visualization into a single platform, it empowers users to make data-driven decisions efficiently. This integration reduces the time and resources spent on data management, enhances productivity, and supports strategic initiatives by providing clear insights from extensive data collections.

FXBITS is a dynamic technology partner specializing in delivering comprehensive web and mobile applications across sectors such as healthcare, Industry 4.0, retail, and events. With a team of over 40 experienced professionals, FXBITS has successfully completed 24 projects over six years, operating from two locations. Key Features and Functionality: - Design: User-centric UI/UX design and brand identity development to create memorable and effective products. - Development: Expertise in frontend and backend development, including AI/ML and IoT integrations, utilizing technologies like Java, Spring, Node.js, React.js, React Native, Angular, SQL, and NoSQL. - Consulting: Strategic vision and pragmatic execution provided by seasoned professionals to guide clients through the development process. - Testing: Comprehensive functional, automation, and performance testing to ensure product reliability and quality. Primary Value and Solutions: FXBITS addresses the challenges businesses face in bringing their solutions online efficiently and effectively. By treating client products as their own, FXBITS fosters trust and transparency, ensuring meaningful relationships and successful outcomes. Their commitment to rapid prototyping, discovery sprints, and 100-day MVPs enables clients to achieve faster time-to-market with high-quality solutions.

B2B marketers are facing hard time closing deals. Lead-focused marketing strategies were designed for an older era. Traditional marketing techniques aren't effective anymore. Marketing as a revenue engine must be re-energized by engaging target accounts at all stages of the customer lifecycle. Intelous is an AI Powered Sales and Marketing Platform that helps businesses across the globe scale faster with Account Based Marketing solutions. Intelous allows you to identify and discover target accounts, organize one-to-one discussions with target groups, engage in human-like, two-way dialogue in real-time or on buyers’ time to boost productivity, increase performance, and ultimately drive revenue opportunities. Intelous empowers marketers by enabling them to surround ideal clients with multichannel experiences powered by first-party analytics, best-in–class advertising, and an scalable ABM approach. Intelous is the True ABM platform that gives the best marketing teams sustainable growth. We make every connection personal. Artificial Intelligence (Ai) assitants help companies to find and secure customers quicker and more efficiently. They automatically contact, engage, qualify, and follow-up on target accounts via two-way, omnichannel conversations.

Anturon builds AI voice agents that run real phone conversations end to end, not scripted demos. Each agent handles natural turn-taking with barge-in and backchanneling, pauses mid-call to pull live data from a connected CRM, knowledge base, or API rather than guessing at an answer, and gets every call graded automatically against a QA rubric you define. The platform runs outbound calling campaigns with built-in do-not-call filtering, consent and recording controls, and automatic retry logic, alongside inbound handling; and every call is tagged with disposition, topic, and intent so patterns surface across hundreds of calls without manual review. Follow-up isn't limited to the call itself: conversations can continue on WhatsApp when a call goes unanswered. Anturon is built on a multi-provider voice stack; speech-to-text, language model, and text-to-speech are each configured per agent, so teams aren't locked into a single vendor and can swap providers without rebuilding the agent. Pilots are typically live within days on a single campaign, with Growth and Enterprise tiers scaling to unlimited concurrent agents and campaigns.

BreakEven+™ is a cost intelligence and estimating platform designed for organizations that require precision in pricing, forecasting, and financial control. Built to replace spreadsheets and disconnected workflows, BreakEven+ structures the full estimating lifecycle into a repeatable, data-driven system. From direct labor and burden calculations to indirect rate development and FALIB® reporting, the platform provides a single source of truth for building accurate, defensible estimates. Teams use BreakEven+ to model multiple cost structures—including direct labor, total cost input (TCI), and value-added bases—while maintaining full visibility into how each component impacts final pricing. This allows estimators and finance teams to eliminate under-recovery, align bids with real operational costs, and improve margin confidence before submission. Designed for complex, project-based environments, BreakEven+ connects operational inputs with financial outcomes. The result is faster estimate development, stronger auditability, and more consistent decision-making across the organization. Whether preparing competitive bids, developing forward pricing strategies, or managing internal cost controls, BreakEven+ enables teams to move beyond guesswork and operate with clarity, structure, and confidence.

What you get with WhiteStart 1. Social Media Management Post and schedule content across multiple platforms from one dashboard Content calendar and smart scheduling Engagement and performance tracking 2. Communication & Campaign Management WhatsApp, SMS, Email and Voice campaigns Bulk and scheduled messaging Delivery, read and response tracking 3. Automation & Follow-up Workflows Visual no-code automation builder Auto follow-ups based on customer actions Lead routing and instant alerts to sales teams 4. WhatsApp Bot & Auto-Reply System Instant responses to enquiries Lead collection and qualification Appointment and enquiry handling 5. Built-in CRM (Lightweight) Lead management and pipeline stages Follow-up reminders and notes Campaign and communication history 6. Analytics & Performance Dashboard Campaign performance Lead and conversion tracking Channel-wise performance reports How WhiteStart helps your business Faster response to customer enquiries Automated follow-ups to avoid lead loss Higher conversion through multi-channel engagement Reduced dependency on multiple tools Clear visibility of marketing ROI and sales pipeline

TetherX is an open cloud Video Management System (VMS) and Video Surveillance as a Service (VSaaS) platform that unifies security devices from any manufacturer into a single intelligent dashboard. The platform connects cameras, alarm panels, access control systems, and IoT devices from 200+ manufacturers including any ONVIF-compatible equipment. This eliminates vendor lock-in and lets organisations use their existing hardware. Key capabilities: - Live viewing with instant evidence retrieval (90% faster than traditional systems) - Proactive health monitoring with automated weekly reports - Intelligent event correlation reducing false alarms by 80% - Secure remote access with no port forwarding required - Mobile apps for iOS and Android Results customers achieve: - 70% reduction in service callouts - Complete multi-site visibility from one location - 5-minute device setup TetherX serves business operations teams managing multiple properties, alarm receiving centres, and security integrators seeking recurring revenue. Bank-level 256-bit encryption protects all data across global data centres in UK, US, Canada, India, and Australia.

Are you tired of cleaning spam accounts from your Magento 2 store? Do you wish there was a way to get rid of them all with a single click? Well, now there is! Spam Buster is the ultimate spam account cleaning tool for Magento 2. With Spam Buster, you can remove all of the spam accounts from your Magento 2 store using email and domain patterns. The extension is easy to install and set up, and it allows you to add a list of email addresses and domains that are suspicious. With a simple command, Spam Buster will remove all of the accounts from the ecommerce website database. The extension also comes with features like the ability to set automatic crons, which allows users to run the script to automatically remove spam accounts on a daily, weekly, or monthly basis. This helps to keep your store clean and spam-free with minimal effort. Spam Buster is the perfect solution for Magento 2 store owners who want to keep their stores safe from spam. It is easy to use and comes with a variety of features to help you protect your store.

Dageno AI is an advanced artificial intelligence platform designed to revolutionize data analysis and decision-making processes for businesses across various industries. By leveraging cutting-edge machine learning algorithms and natural language processing capabilities, Dageno AI enables organizations to extract valuable insights from complex datasets, automate routine tasks, and enhance overall operational efficiency. Key Features and Functionality: - Data Integration: Seamlessly connects with multiple data sources, allowing for comprehensive data aggregation and analysis. - Predictive Analytics: Utilizes sophisticated algorithms to forecast trends and outcomes, aiding in proactive decision-making. - Natural Language Processing (NLP): Interprets and processes human language, facilitating intuitive interactions and data interpretation. - Automated Reporting: Generates detailed reports and visualizations, simplifying the communication of insights. - Customizable Dashboards: Offers user-friendly interfaces that can be tailored to specific business needs and preferences. Primary Value and Solutions Provided: Dageno AI addresses the challenge of managing and interpreting vast amounts of data by providing a streamlined, intelligent solution that enhances decision-making capabilities. It empowers users to uncover hidden patterns, predict future trends, and automate time-consuming tasks, ultimately leading to increased productivity and a competitive edge in the market.

HireBase is a rapidly expanding job data platform that leverages artificial intelligence to scan millions of job postings daily, providing real-time, high-quality recruitment data. Trusted by numerous job boards, recruiting firms, and job seekers worldwide, HireBase enhances the job search experience by offering comprehensive and up-to-date job market insights. Key Features and Functionality: - AI-Enhanced Search Engine: Utilizes advanced AI technology to deliver seamless and intuitive job searches. - Real-Time Data Updates: Ensures job listings are current by updating data as new jobs are posted across thousands of sources. - Comprehensive Job Data: Provides detailed information on millions of jobs, including skills, responsibilities, and benefits. - Global Coverage: Offers job market insights from across the globe with extensive geographic reach. - Powerful API Access: Allows integration of job data into applications with features like advanced filtering, natural language search, and fast response times. - Flexible Data Access: Supports various output formats (JSON, CSV) and customizable data delivery options. Primary Value and User Solutions: HireBase revolutionizes how companies and job seekers access high-quality job data by providing real-time, AI-enhanced job market insights. For recruiters and businesses, it offers tools for targeted lead generation, competitive intelligence, and strategic timing for outreach based on hiring patterns. Job boards benefit from comprehensive listings and advanced search functionality, enhancing user experience. Market intelligence professionals can monitor hiring trends, analyze competitor activity, and identify emerging market opportunities. Overall, HireBase simplifies the process of obtaining reliable job data, making it fast, easy, and effective.

Katie AI is an intelligent coaching system designed to transition organizations from fragmented AI experimentation to structured, measurable adoption across all departments and roles. It provides a comprehensive framework that accelerates team-wide AI integration, standardizes workflows, and delivers clear metrics to demonstrate the return on investment. Key Features and Functionality: - Accelerated Team Adoption: Katie AI offers every employee a structured learning path, ensuring consistent AI adoption throughout the organization. - ROI Measurement: The platform tracks time saved, productivity improvements, and skill development, providing tangible data to validate AI's impact. - Standardized Workflows: Katie AI establishes shared frameworks and measurable benchmarks, allowing teams to use AI consistently while accommodating individual learning paces. - Real-Time Analytics: Users can monitor progress across various skill dimensions with up-to-date analytics, facilitating informed decision-making. - Guided Learning: The system delivers real-time coaching, identifying gaps and offering micro-lessons tailored to each employee's needs. Primary Value and Solutions Provided: Katie AI addresses the common challenge of uncoordinated AI usage within organizations by offering a unified platform that guides employees through a seven-level progression, from mastering AI communication fundamentals to implementing context-aware execution and automation. This structured approach ensures that AI adoption is not only widespread but also effective, leading to significant time savings on routine tasks, faster AI integration compared to self-learning methods, and measurable productivity gains. By providing leadership with visibility into adoption rates, progress, and ROI, Katie AI empowers organizations to harness the full potential of AI, transforming operations and driving real business impact.

Planora OS — The PM Workspace Built for Product Execution Planora OS is an AI-native project management and roadmap platform designed specifically for product managers, founders, and department heads who need more than a task list — they need a single source of truth from company strategy down to daily execution. Most product teams are stitching together 4–5 tools: Jira for tickets, Notion for PRDs, Google Slides for stakeholder decks, and a spreadsheet pretending to be a roadmap. Planora OS replaces that chaos with one focused workspace. What you can do with Planora OS: Build a visual company roadmap in under 5 minutes — Gantt-style timeline grouped by department and initiative, with full W1–W52 week view and auto-zoom. Always live, never a stale slide deck. Generate PRDs with AI — Turn a rough brain dump into a fully structured Product Requirements Document in seconds. Edit, publish, and link directly to roadmap initiatives. Present to stakeholders automatically — One-click AI executive summary that turns your roadmap status into a presentation-ready update. No more manual slide prep before every leadership meeting. Manage initiatives with structure — A strict Org → Department → Initiative → Task hierarchy keeps your execution connected to strategy at every level. AI Recovery Mode — Automatic diagnosis of at-risk initiatives with a suggested recovery plan, so nothing silently falls behind. Import from Jira — Bring your existing workspace into Planora OS without losing history. Switch without starting from scratch. Real-time collaboration — Activity feed, notifications, and global Cmd+K search keep every team member in sync. Who uses Planora OS: Product managers who want to write PRDs faster and connect them directly to roadmap execution Founders and CEOs who need a single dashboard showing what's on track, what's at risk, and what's blocked Department heads across engineering, marketing, design, and ops who need to coordinate on the same timeline Operators at 10–500 person companies who've outgrown Trello and spreadsheets but don't want Jira's complexity How Planora OS compares: Unlike Jira, Planora OS gives you a company-wide roadmap without per-seat pricing or weeks of setup. Unlike Notion, it's a real execution platform — not a flexible database that becomes a mess. Unlike ClickUp, it's focused on product management specifically, not an everything app that does nothing well. Free to start. The free tier includes the full Gantt roadmap, AI PRD generator, Jira import, and AI executive summaries. No credit card required.

Intuitive, cloud-based hybrid workplace software. Free basic office attendance, with desk booking, space bookings, annual leave & analytics. Microsoft 365 SSS and MS Teams compatible - use in a Teams Tab. intheOffice is an intuitive workplace management platform that simplifies attendance coordination, desk booking and space bookings, while visualising downloadable office use analytics for better decision-making. Designed for the agile workforce, we put users at the heart of our design to help them pick the best working environment every day, making them happier, enable greater collaboration and be more productive. People First - Constructive context The real-time Schedule shows where people are planning to work from each day, both inside and outside the office. Need to collaborate? Simple, just pick a day when your colleagues are in the office or undecided and avoid days when they are WFH. No more unexpected lonely office days. Frictionless Flexibility - Experiment and evolve With feature toggles and self-service at it’s core, you are in complete control. Trial different working patterns, test new office layouts, or even move people between offices hot-desking as needed. Speedy onboarding gets people setup and seeing value in minutes. Rapidly deployable for individuals, team members, HR professionals and office managers, manage multiple locations and allow cross-location booking no matter where in the world your teams are. Simple and Risk Free - No more guesswork All accounts come with unlimited users and basic office attendance management for free, no card needed. No minimum contract lengths or set-up fees, just simple pay-as-you go pricing to give you complete control and flexibility. We calculate your daily usage based on (features enabled / number of days in the month) x number of users. This way your pricing automatically adjusts as you add or remove users and you're free to try out different features without worrying about long term commitments.

Token.io is an open banking platform driving the shift from traditional payment methods to account-to-account bank payments. Token.io has pioneered innovation in payment initiation and data aggregation technology in Europe since 2016. Today, with operations in London, San Francisco and Berlin, Token does the heavy lifting of enabling the broadest payment and data connectivity in Europe through a single API and interface. Our focus has enabled us to develop deep functionality that makes accepting bank direct payments elegant and simple. With Token's A-to-Z toolkit for A2A payments, PSPs, merchants, and banks create new capabilities and revenue streams, and blend API-based payments and data to reinvent financial experiences faster and more efficiently. Token is bank- and developer-friendly, and multi-standard by design. - Token Payments provides the broadest connectivity for open banking payment initiation in Europe. Initiate real-time, account-to-account payments straight from apps and websites. -Token Data uses a single API to seamlessly aggregate bank account and transaction data from European banks. - Token Compliance is a turnkey compliance solution that satisfies PSD2 obligations for banks and EMIs. With account-to-account (A2A) payments, money moves directly from a consumer’s bank account to a merchant’s bank account. There are no intermediaries adding cost and friction in between. In the UK and Europe, APIs remove the barriers of A2A payments. By connecting to existing banking infrastrcuture, APIs make it easy to embed bank transfers within a purchase, without having to navigate fragmented banking rails across Europe. Token.io does the heavy lifting of enabling payment and data API connectivity to banks in Europe through a single API and interface. Token Payments is the simplest, fastest way to accept bank-direct payments straight from apps and websites. With A2A payments, there is no onboarding, registration, training or repetitive data entry. Payments are authenticated within consumers' banking apps, often through seamless app-to-app redirection and using biometrics, delivering a fast, frictionless payment experience that is secure, lower cost, and settles instantly for merchants. Token.io's focus has enabled it to develop deep functionality that makes accepting bank direct payments elegant and simple. Token.io's turnkey toolkit for open banking payments is channel ready by design. Token can whitelabel its entire Token Payments solution to enable other players in the existing payment value chain to bring bank-direct payments to their customers.

Recce is a data change management toolkit designed to help data teams evaluate, validate, and share the impact of data modifications before they are merged into production. By integrating seamlessly into existing workflows, Recce enhances collaboration, reduces review times, and ensures the accuracy of data deployments. Key Features and Functionality: - Column-Level Impact Analysis: Identify downstream models and columns affected by changes, providing clear visibility into potential impacts. - One-Click Data Validation Tests: Compare production and development data using value, schema, profile, and histogram differences to detect discrepancies efficiently. - Custom Query Comparisons: Execute SQL queries across environments to pinpoint specific differences and validate changes. - Automated CI Validation: Integrate with continuous integration pipelines to run data validation tests automatically on every pull request. - PR Comment Automation: Receive validation summaries directly within pull request threads, streamlining the review process. - LLM-Powered Validation Insights: Leverage AI to analyze changes and suggest optimal data tests, enhancing validation accuracy. - Preset Validation Checks: Establish standardized checks to run across all pull requests, ensuring consistency and reliability. - PR Blocking Until Validation Passes: Prevent the merging of pull requests until all data validation checks are successfully completed, safeguarding data integrity. - Shared Team Checklists: Standardize validation workflows across teams, promoting collaboration and accountability. Primary Value and Problem Solved: Recce addresses the challenges data teams face in managing and validating data changes by providing tools that offer visibility, verifiability, and velocity. By detecting changes, verifying their impact, and automating best practices, Recce transforms the data deployment process from a potential bottleneck into a competitive advantage. Teams can catch errors early, automate validation steps, and reduce manual review time, ultimately shipping accurate data faster and with greater confidence.