Top 50 Artificial intelligence Angel Investors in Middle East in October 2023

Portfolio highlights

• Shamaym — Continuous Improvement Platform helps teams get better every day and drive better outcomes in product development, sales, support, and more.
• Lumen — Lumen is a device and app that measures your metabolism in a single breath and provides daily personalized nutrition based on your metabolic data. Through the device and app, you can achieve your fitness goals whether they be weight loss, performance optimization, or simply improving your metabolic health.As a company, we are a team ofscientists, researchers, engineers, and designers, aimed at improving the way people understand their metabolism. We believe that a healthy metabolism is a key to better health and that everyone can attain it with a little help from Lumen.At Lumen, we are all about teamwork, friendship, and family. Curious about joining? We are always looking for creative people who share our passion for health and fitness to join our team.
• Diagnostic Robotics — Diagnostic Robotic develops a signal-agnostic artificial intelligence system for healthcare insurers, providers, and patients. It allows to build powerful predictive analytics models that will solve a world-wide challenge, strained health budgets, and workforces. Diagnostic Robotic was founded on 2017 and is headquartered in Tel Aviv, Israel.

Portfolio highlights

• Wisdo Health — Our award-winning social health platform utilizes SDOH assessments and pro-social measures to increase quality of life and decrease medical spending.
• WaveBL — WAVE BL lets you digitally issue, transfer, sign, endorse and surrender trade documents while cutting costs and eliminating fraud.
• CommonGround-AI — We provide a software solution that delivers the benefits of face to face plus a whole lot more.

Portfolio highlights

• Cypago — End-to-end intelligent compliance solution for any security standard including SOC 2, ISO 27001, SOX-ITGC, and HIPAA
• Configu — Open source & cloud configuration management platform letting developers automate & test application configurations with Configuration-as-Code
• Unity SCM — Data across your entire supply chain easily collected and organized in one place

Portfolio highlights

• Laxis — Learn how UX designers, product managers, market research, consultants, and attorneys use conversation Intelligence to supercharge their business and increase revenue. Learn more.
• Deci AI — Deci empowers deep learning developers to accelerate inference on edge or cloud, reach production faster, and maximize hardware potential.
• Velocity — Accelerate the way you build and deliver products. Spin up fully isolated, production-like environments in seconds. Work with your existing dev toolbox.

Portfolio highlights

• Pluto Card — Unlimited corporate cards with spend controls, petty cash management and automated receipt collection built for businesses in MENA (UAE, Saudi Arabia & more).
• Funding Souq — Funding Souq connects established SMEs in Saudi Arabia and the UAE with retail and institutional investors worldwide. Investors earn up to 15% per annum
• Groundfloor — Building the infrastructure for IRL community

Portfolio highlights

• MyPart — MyPart is an AI-powered song search and matching platform with products that serve both songwriters and creative industry executives.
• Flow Security — Flow is a Data Security Platform that discovers, classifies and protects sensitive data in and outside application environments.
• Opus Security — Opus is a singular, overarching Cloud Security Orchestration and Remediation platform. Opus empowers cloud security teams to see beyond alerts and threats and gain control, knowledge, and capabilities to resolve them.

Portfolio highlights

• Kirobo — Making Blockchain As Simple As Online Banking Solution Kirobo adds a logic layer into the blockchain that protects users from human error
• Lua — Lua is a swipe-free dating app focused on depth and intimacy. With our smart & unique matching model, users receive hand-picked matches that consider their interests, personal sharings, and engagement holistically.Once matched, users are guided through a series of intimacy-building questions during a mystery meeting, before being given theoption to reveal their personal profile, and continue the journey with that special someone in the light.
• Substrata — Substrata.me | #1 AI Real-Time Sales Email Coach | Designed by data scientists, psychologists and linguists to help you book more meetings and close more deals

Portfolio highlights

• CADY — CADY's mission is to fully automate the inspection and verification of Printed Circuit Board (PCB) schematics, using AI technology.
• Loora — Unlock your full potential with Loora, your very own AI English tutor. Engage in real conversations with Loora anytime, anywhere, and on any topic!
• daily.dev — daily.dev is the fastest growing online community for developers to stay updated on the best developer news. Together we supercharge developers' knowledge and empower better software.

Portfolio highlights

• accessiBe — accessiBe is the market leader in web accessibility solutions and technologies. As a web accessibility hub, accessiBe provides different AI-Powered solutions for testing and remediating web accessibility, as well as various professional services aimed to create an inclusive web and help businesses comply with web accessibility standards andregulations i.e. WCAG and ADA. accessiBe’s full suite of web accessibility solutions enable businesses of all sizes, from solopreneur to large corporations, to take part in global inclusion efforts and to make their websites available to everybody, regardless of ability.accessiBe's founding team has deep domain expertise in the field of web development and accessibility services and has developed the technologies in close partnership with users who have vision impairments or blindness, epilepsy, motor impairments, cognitive dysfunctions, and other disabilities.
• Dialogue — Unlock higher sales and conversions with Dialogue, the eCommerce Personalization Platform. Utilize AI-driven recommendations, visual storytelling, and personalized campaigns on a no-code platform to convert shoppers into loyal customers.

Portfolio highlights

• Carteav — Our mission is to create and distribute autonomous low-speed vehicles (LSVs) that inspire mass-market adoption on a global scale.
• Rewire — Secure financial services designed to help migrants make cross-border money transfers. Rewire offers great rates, fast delivery, multilingual customer support
• Laminate Medical — Laminate Medical Technologies is developing a new, external support device for AV fistulas, to be implanted during the fistula creation surgical procedure. The VasQ Device alleviates wall tension and regulates fistula geometry where an undesired narrowing of the vein and/or frequent blockages of the blood vessels may occur during the firstyear. Use of Laminate Medical Technology’s novel device aims to drive a change in the hemodialysis vascular access treatment paradigm and bring about a significant reduction in the annual fistula failure rate, thereby reducing kidney-failure related complications, re-interventions, and the cost burden of vascular access complications.

Portfolio highlights

• Artiox — Artiox is an investment company in METU Technopolis Area.
• Scoutli — Scoutli is a data analytics, scouting, and team management platform for esports organizations.
• Fon Radar — Fon Radar is an online marketplace platform that brings businesses together with financial institutions.

Portfolio highlights

• Substrata — Substrata.me | #1 AI Real-Time Sales Email Coach | Designed by data scientists, psychologists and linguists to help you book more meetings and close more deals

Portfolio highlights

• Theator — Discover the world's first surgical intelligence platform from theator. Continually perfect your craft with AI & computer vision technology.
• Taranis — Taranis provides farmers with innovative and accurate precision agriculture solutions, powered by AI and machine learning, to optimize crop yields and streamline farm operations. Learn more about our cutting-edge technology. Request a demo today.
• Imagene AI — Image-based H&E Biomarkers Profiling in Real-time

Portfolio highlights

• MedHub-AI — MedHub-AI develops deep-learning video analysis algorithms that provide accurate diagnostic insights and practical guidance for physicians. Users can incorporate its algorithm into medical video systems to improve the decision-making process for cardiologists and other physicians. Its technology uses multiple technological and big-data processingmethods designed to handle a massive amount of clinical data, both visual and textual. It designs its algorithms to improve physicians' performance and shorten procedure times by providing a multilayered automated system that is implemented from diagnosis to practical procedural guidance and documentation. It currently offers solutions for the cardiology and gastroenterology markets.

Portfolio highlights

• Insumo — Insumo is a personalized productivity & habit building assistant that works with other productivity tools.
• Mukellef | a Workhy Company — More than 20,000 entrepreneurs chose us for company formation, financial process management, tax return preparation, and bookkeeping services.
• Cloud4Feed — Cloud4Feed helps businesses increase their brand values and maximize customer satisfaction by enabling them to make customer-oriented decisions with its solutions. They provide service to brands and businesses with different solutions in many areas, such as retail, automotive, insurance, finance, the hospital and health industry, and more.

Portfolio highlights

• Cypago — End-to-end intelligent compliance solution for any security standard including SOC 2, ISO 27001, SOX-ITGC, and HIPAA
• BeyondMinds — BeyondMinds was founded with the intent to try and solve one of the biggest challenges facing the world of AI: transforming a ‘model-centric’ approach to an AI solution that will withstand the rigors of real-world production processes. To do so, we have built a ‘production-centric’ AI platform that is able to solve many of the current challenges.The BeyondMinds’ platform was designed with the needs and requirements of large enterprises in mind, providing support for multiple use-cases, aspiring for practical and sustainable AI solutions.
• Maverick Medical AI — Maverick Medical AI Deep Learning Autonomous Medical Coding Platform with guaranteed 85% Direct-to-Bill rate upon go live with 97% accuracy

Portfolio highlights

• Deep Optics — DEEPOPTICS proprietary technology dynamically corrects vision impairment using pixelated liquid crystal (LC) adaptive lenses. The lenses perform like the human eye, allowing the wearer to see what they want when they want.
• Black Label — Jasper is more than just a credit card. With a unique rewards program, an innovative mobile app, targeted communications, and redesigned website, Jasper helps you maintain a healthy financial lifestyle. Issued by WebBank, Member FDIC.
• PointGrab — PointGrab Ltd. develops machine learning technology installed in optical IoT sensors for commercial Real Estate. The sensors enables Companies to better manage their real estate, increase efficiency and cut Real Estate costs, while keeping Employees' privacy and welfare.PointGrab is considered marker leader in providing occupancy and smartbuilding features in commercial Real Estate.

Portfolio highlights

• Matics Manufacturing Analytics Ltd. — Matics real-time manufacturing analytics provides a digital toolbox for factories' production floor management and dramatically increases the production efficiency.
• Lawgeex — LawGeex automates legal work, redlining and negotiating contracts better, faster and cheaper than lawyers.
• NoTraffic — NoTraffic has developed the first AI-powered traffic signal platform that connects road...

Portfolio highlights

• Treato — Treato automatically collects the massive amount of patient-written health experiences from blogs and forums and, with advanced Natural Language Processing (NLP), extracts relevant information, connects the dots and creates the big picture of what people say about their medications and conditions.Treato's big data analytics are availablein a consumer site and as an in-depth service for pharmaceutical marketers.Treato's Consumer site (
• DiA Imaging Analysis — DiA is the leading provider of FDA cleared and CE marked ultrasound AI solutions that make the use and analysis of ultrasound images smarter, faster and accessible to all. Our solutions address the main challenges ultrasound users face - manually capturing and visually analyzing ultrasound images.
• Raziel Health — Raziel Health’s mission is to bring world-class, disruptively less expensive healthcare to everyone, in the comfort of their home. Its unique, integrated system combines easy-to-use technologies that support positive patient experience, enable timely clinical intervention, and meet individual patient goals while using data analytics to supportwellness and disease management.

Portfolio highlights

• Blyp — Blyp is an AI-driven data analytics platform for e-commerce companies.
• CADY — CADY's mission is to fully automate the inspection and verification of Printed Circuit Board (PCB) schematics, using AI technology.
• GlossAI — GlossAi turns your impossibly long, but precious content, into an endless source of compelling share-worthy videos for the various uses of your target audience.

Portfolio highlights

• Reengen — Reengen Energy IoT Platform is a PaaS analytics solution for Global Energy & Utilities Industries. Reengen’s data science centric technology employs machine learning algorithms, big data analytics and a physics-based modeling of connected equipment, buildings and grid. The platform includes connectivity, device cloud, business logic, bigdata analytics and remote service applications. The value propositions are energy efficiency, operational efficiency, energy procurement optimization and predictive maintenance. Reengen's Energy IoT Platform Delivers a comprehensive IoT technology stack that enables partner companies to: • securely connect meters, sensors, equipment, assets and SCADA/BMS/Metering platforms • apply data analytics libraries for actionable intelligence in a scalable way, quickly create great dashboards and reports • innovate new ways to capture value and create new revenue streams from digital energy domain
• Lifemote — Detect home wi-fi issues with AI-powered Lifemote cloud analytics. Proactively solve wireless network performance problems before your customers complain.
• incir.com — Incir is a Turkish internet marketing tech infrastructure provider that develops e-commerce systems and related services such as domain name registration, operations support, stock payment infrastructure, free marketing training, virtual POS, and more. Incir was founded in July 2012.

Portfolio highlights

• DermaDetect — DermaDetect was co-founded a year ago by four experienced entrepreneurs and is clinically led by Prof. Arieh Ingber, former head of department of dermatology in Hadassa Medical Center in Israel, a world-renowned dermatologist.We've developed a diagnostics & treatment tool/app (Apple, Android, Web), which enables healthcareprofessionals and patients to self-triage & manage skin disorders. The underlying technology is based on the combination of two approaches: dermatological rule base inference & image analysis using machine learning.We’re in a progress of a pilot-study to validate the effectiveness of our technology within the Israeli Health system, which is world’s best sandbox for such a study.Funded by two angel investors, eHealth Ventures [and their partners: Maccabi Healthcare Services in Israel (second biggest HMO in Israel), the Cleveland Clinic (the second largest healthcare provider in the US), Amgen], and supported by the Israel Innovation Authority.

Portfolio highlights

• Nomad Data — NoMad Data develops a data management platform that provides differentiated data to help businesses make better decisions. It connects businesses to a world of data for better decision making, marketing, storytelling, customer visibility, and more. The company was founded in 2020 and based in New York.
• Flora — Flora is the only sustainable brand platform acquiring and growing Amazon FBA brands with a world-class team of professionals.
• Podbee Media — Podbee Media primarily engages in the production of Podcasts.

Portfolio highlights

• DermaDetect — DermaDetect was co-founded a year ago by four experienced entrepreneurs and is clinically led by Prof. Arieh Ingber, former head of department of dermatology in Hadassa Medical Center in Israel, a world-renowned dermatologist.We've developed a diagnostics & treatment tool/app (Apple, Android, Web), which enables healthcareprofessionals and patients to self-triage & manage skin disorders. The underlying technology is based on the combination of two approaches: dermatological rule base inference & image analysis using machine learning.We’re in a progress of a pilot-study to validate the effectiveness of our technology within the Israeli Health system, which is world’s best sandbox for such a study.Funded by two angel investors, eHealth Ventures [and their partners: Maccabi Healthcare Services in Israel (second biggest HMO in Israel), the Cleveland Clinic (the second largest healthcare provider in the US), Amgen], and supported by the Israel Innovation Authority.

Portfolio highlights

• PeerPlay — PeerPlay is a casual mobile games powerhouse
• Bookaway — Compare and easily book bus, ferry, train or private transfer rides all over Thailand, Vietnam, Myanmar, the Philippines, Malaysia, Peru, Croatia & more.
• Mad Brain Games — Challenge your brain with this fun, free word scapes game!Solve puzzles to save the farm! Word Farm Adventure Game Save...

Portfolio highlights

• Cogniteam — Cogniteam is a technology start-up, in the area of autonomy control for robotics and interactive simulations. Their goal is to become a world leader in robotics and and simulation markets requiring high levels of autonomy and intelligence.

Portfolio highlights

• Qwak — Build, deploy, maintain, and monitor ML models and features in a single platform.
• Nilos — Pay, track and reconcile your crypto wallets and fiat accounts in one platform.
• Alinea — Alinea offers a social investing platform for crypto, stocks and playlists. We offer fractional investing, $0 commission on investments, and a minimum as low as $1.

Portfolio highlights

• Selina — Selina is one of the world’s fastest growing hospitality brands, combining beautifully-designed accommodation with coworking spaces, wellness, recreational offerings and local experiences for today’s nomadic traveler to live, work and explore anywhere in the world.With a design-centric, technology-first and socially-minded approach to travel,Selina currently operates 24 urban, beach, jungle and mountain-side locations across eight countries and is developing a global infrastructure for nomads who want to make the world their classroom, office, and playground.
• Circles - Online Group Support — Participate in online video meetings guided by an expert facilitator and gain tools for reflection that will help you feel less alone.
• Masterschool — Masterschool partners with tech industry leaders to help you build your dream career. Learn online, get unlimited career support, and pay no tuition until you find a job.

Portfolio highlights

• Plannie — Mobile first scheduling platform for small businesses
• Data Blanket — Datablanket uses drone swarms and AI-driven software to empower wildfire fighters and improve the effectivity of wildfire fighting assets
• superwise.ai — Superwise gives ML practitioners fully automated, enterprise-grade model observability in a self-service SaaS platform. Start monitoring ML in production in under 5 minutes.

Portfolio highlights

• Cylus — Cylus, the global leader in rail cybersecurity, helps rail, freight and metro companies avoid service disruption and safety incidents by detecting cyber-attacks in their signaling and control networks, wayside and onboard, before harm happens.
• Nucleix — OUR TESTS AIM TO DETECT CANCER EARLIER - WHEN TREATMENT CAN BE MOST EFFECTIVE FOR PATIENTS OUR PRODUCTS
• Hailo — Hailo have developed the best performing AI processors for edge devices. Our AI accelerator chips are used for Smart City & Homes, machine learning, automotive AI, retail AI and smart factory Industry 4.0 solutions.

Portfolio highlights

• Adapha — Adapha is an AI-based company that provides health services and facilities for newborn babies.
• Aivisiontech — Aivisiontech analyzes data obtained from different imaging modalities (thermal, hyperspectral, 3D, etc.) with artificial intelligence.

Portfolio highlights

• Normod — Normod is a digital brand that provides modular and customizable furniture services.
• Getmobil — Getmobill offers services in refurbished devices and their sale and resale.
• Rafinera Cloud Kitchen — The Rafinera Cloud Kitchen operates various brand, last-mile satellite restaurants where these are finished once ordered, delivered very quickly, and provided at a very high service level. Our consumers adore the great flavors of the comfort food brands that we own and operate.

Portfolio highlights

• Substrata — Substrata.me | #1 AI Real-Time Sales Email Coach | Designed by data scientists, psychologists and linguists to help you book more meetings and close more deals

Portfolio highlights

• Cypago — End-to-end intelligent compliance solution for any security standard including SOC 2, ISO 27001, SOX-ITGC, and HIPAA
• BeyondMinds — BeyondMinds was founded with the intent to try and solve one of the biggest challenges facing the world of AI: transforming a ‘model-centric’ approach to an AI solution that will withstand the rigors of real-world production processes. To do so, we have built a ‘production-centric’ AI platform that is able to solve many of the current challenges.The BeyondMinds’ platform was designed with the needs and requirements of large enterprises in mind, providing support for multiple use-cases, aspiring for practical and sustainable AI solutions.
• Maverick Medical AI — Maverick Medical AI Deep Learning Autonomous Medical Coding Platform with guaranteed 85% Direct-to-Bill rate upon go live with 97% accuracy

Portfolio highlights

• Rewaa | رواء — Rewaa was founded to make penetrating through the e-commerce industry easier for retailers with minimal operational and marketing costs by solving two main aspects:Marketing aspect: Make in-store products available online. By using Rewaa Cashier System, any product in the physical store will be automatically listed in the online marketplaces andthe merchant's online store. Operational aspects: The integration between physical, online store and marketplace, eliminate the need of independent inventory for online store operations, and that will help to reduce employment cost, therefore, the physical store will be the shipping center, so whenever an order received by online store will be transferred automatically for the nearest branch from the customer. And eventually, the inventory will be automatically updated across all channels.

Portfolio highlights

• Swimm — Internal docs & code knowledge sharing made easy. Available in the IDE and your CI. Now powered by AI.
• Cyabra — We break down social media so you can understand narratives, detect authenticity and reach true audiences.
• XTEND — XTEND develops solutions that allow people to interact with drones and other unmanned machine technologies. The company’s technology enables humans to extend themselves into the action by allowing them to virtually sit inside the drone for various tactical missions. Designed for both indoor and outdoor uses, XTEND’s technology can also be used togamify real-life activities.

Portfolio highlights

• Cedato — Cedato is a programmatic operating system for modern video, offering publishers and advertisers a comprehensive SaaS-based video technology stack, enhancing value and viewing experience. Cedato also operates one of the fastest growing private video marketplaces that powers over 15B video impressions each month over 2 million sites and apps, acrossmobile, web and connected TV. The company operates out of NY, Tel Aviv and Berlin, and was recognized by Frost and Sullivan and Red Herring for growth and leadership.
• ModusP — ModusP is a legal knowledge platform that provides law firms and jurists with unprecedented search capabilities, saving thousands of research hours a month while generating insights that no analyst or any other software can extract. ModusP turns legal data into knowledge. ModusP was founded on 2013 and is based in Palo Alto, California.
• Dialogue — Unlock higher sales and conversions with Dialogue, the eCommerce Personalization Platform. Utilize AI-driven recommendations, visual storytelling, and personalized campaigns on a no-code platform to convert shoppers into loyal customers.

Portfolio highlights

• Adapha — Adapha is an AI-based company that provides health services and facilities for newborn babies.
• Aivisiontech — Aivisiontech analyzes data obtained from different imaging modalities (thermal, hyperspectral, 3D, etc.) with artificial intelligence.

Portfolio highlights

• Engie — Buy Twitch Followers and Buy Twitch Viewers from EngieApp to grow an organic following. Our Twitch followers, viewers are immensely real and authentic. Try Now!
• SeeTree — SeeTree offers you complete transparency into the health and production of each of your trees by leveraging the most powerful innovations available.
• WeSki — Experience winter's magic with WeSki. Explore, and compare endless ski holiday combinations and build your perfect ski package holiday in just few clicks.

Portfolio highlights

• AgroScout — AgroScout precision agriculture solutions enable more efficient use of crop inputs including fertilizers, pesticides, tillage, and irrigation water.

Portfolio highlights

• Infinidat — Infinidat's enterprise storage solutions offer the performance, flexibility and reliability necessary to support today's data intensive enterprises.
• Sight Diagnostics — Combining AI and breakthrough hardware to bring lab-quality CBC results to the doctor's office.
• Quris — Quris Technologies is an artificial intelligence (AI) innovator disrupting the pharmaceutical arena.

Portfolio highlights

• LexCheck — Transform your contract negotiation process with AI. Review, redline and approve contracts quickly and economically with the power of automation.
• UpdateAI — ChatGPT fine-tuned for customer success. Number One in automated recaps of post-sales calls. Customer follow-up emails written for you.
• HATCH — HATCH is the first of its kind Giving Intelligence Platform. An AI-powered portal for Fundraisers, Marketers and Volunteers to streamline and Maximize their impact. A new home for a new world of giving!

Portfolio highlights

• Yo! Egg — Yo! Egg is a food processing firm that produces and supplies a wide range of plant-based eggs.
• Solutum — Solutum is a Cleantech start-up that develops a unique formula for plastic bags to dissolve in water.The company's team of chemical engineers have developed a unique compound that replaces the plastic with a cost-efficient, strong and eco-friendly solution. Solutum biodegradable products are environmentally friendly. These products aim toreplace plastic which is polluting our surroundings, causing devastating harm to nature and our own health.Each year around 350M ton of plastics are being produced around the world. About half of it is single-use products - resulting in mass pollution of the land and sea.The plastic that reaches the sea kills more than 1 million marine animals a year. This plastic also comes back to us in the food and water, causing major health problems. Translated into money - $139 Billion globally is being spent on the overall social and environmental costs of plastic pollution every year.Completely dissolving in water to natural and eco-friendly components, our product is a perfect and cost efficient solution to the plastic pollution.
• Helios — HELIOS is developing technologies to extract and utilize metals and oxygen from martian and lunar soil, providing fuel and construction materials for future space missions.

Portfolio highlights

• CADY — CADY Automates the tedious inspection and verification process of electrical schematics, using AI technology.

Portfolio highlights

• Noon - The Social Learning Platform — Why Study Alone Again? Start study groups with your friends and access the best teachers on demand!

Portfolio highlights

• Imagene AI — Image-based H&E Biomarkers Profiling in Real-time

Portfolio highlights

• Granulate — Cut infrastructure costs and improve application performance with Autonomous Continuous Workload Optimization - with 0 code changes.

Portfolio highlights

• Kavaken — Kavaken offers artificial intelligence-powered solutions to renewable energy asset owners.
• Botgate AI — Capture, Respond and Channelise information to give personalized and quick responses to generate leads with our AI Tools, Chatbots, and Messaging API.

Portfolio highlights

• GPTZero — Covered by >100 media outlets, GPTZero is the most advanced AI detector for ChatGPT, GPT-4, Bard. Check up to 50000 characters for AI plagiarism in seconds.
• Hive — Hive is a distributed data storage and computing platform, enabling users to rent their computing resources and co-localized storing and processing.
• Hive — Hive is a decentralized cloud platform based on the peer-to-peer exchange of the available capacities of users' computers.

Portfolio highlights

• Acropolis — Acropolis redefines the way organizations are overcoming the challenges of information governance and integrity in every space of decision . With graph modeling, machine learning, and computer vision, the solution automatically scores , labels, and categorizes every piece of unstructured data within the framework of open source information . Thesolution locates necessary data insights ,appropriately assessing , qualifing them by relevance and objective, providing instant feedback -allowing clarity and precision ,in every context of assessment , choice. Data integrity ,clarity ,precision are significantly enhanced, vulnerability and overheads are minimized while the diligent tasking effort of decision is optimised