[{"data":1,"prerenderedAt":384},["ShallowReactive",2],{"projects-detail:saas-no-code-platform":3,"projects-detail:surrounding:saas-no-code-platform":153},{"id":4,"title":5,"about":6,"bgColor":7,"body":8,"clientLogo":137,"coverImageColour":7,"description":130,"extension":138,"h1":7,"h2":7,"image":7,"insightsTitle":7,"keyTech":139,"largeCoverImage":140,"meta":141,"navigation":145,"pageSections":7,"path":146,"projectName":147,"projectState":7,"projectStatement":7,"projectsTitle":7,"results":7,"seo":148,"smallCoverImage":7,"smallTitle":7,"statBlocks":7,"stem":151,"__hash__":152},"projects\u002Fprojects\u002Fsaas-no-code-platform.md","SaaS No Code Platform","A no-code work management platform that enables anyone to replace spreadsheets with custom applications to track and manage work. From marketing professionals, to sales teams, HR managers and agencies of all kinds, empowering people across all industries to innovate by developing the software that they need.",null,{"type":9,"value":10,"toc":129},"minimark",[11,16,20,24,27,30,33,37,40,43,46,65,68,72,75,78,105,108,122],[12,13,15],"h2",{"id":14},"client","Client:",[17,18,19],"p",{},"A leading no code work management platform.",[12,21,23],{"id":22},"background","Background:",[17,25,26],{},"Low- and no-code platforms allow non-technical users to build powerful projects quickly and efficiently. However, the traditional process of building a project within these platforms often involves manually adding data to tables and their associated rows.",[17,28,29],{},"This manual approach not only consumes significant time and effort and for more complex projects requires some knowledge of data modelling. To simplify the process of building projects, our client wanted to create a virtual assistant that could generate custom software platforms based on natural language prompts.",[17,31,32],{},"This required leveraging robust natural language processing capabilities to interpret text descriptions and automatically produce relevant data schemas.",[12,34,36],{"id":35},"solution","Solution:",[17,38,39],{},"The solution streamlines the onboarding process for the client by giving users a way to quickly generate projects based on text inputs. This eliminates the need for manual data entry and reduces the time and effort required to get started with a new project.",[17,41,42],{},"Microsoft’s Azure OpenAI Service was chosen for this project because it provides access to OpenAI’s pre-trained large language models, including GPT-3 and Codex, via its REST API. This API can then be leveraged to create generative language processing tools. Azure OpenAI Service is also compatible with open-source framework LangChain to allow users more granular control over the training of these large language models.",[17,44,45],{},"Key steps included:",[47,48,49,53,56,59,62],"ul",{},[50,51,52],"li",{},"Engineering detailed prompts to provide application context",[50,54,55],{},"Leveraging the completions endpoint to generate JSON schemas",[50,57,58],{},"Parsing model outputs to dynamically create data structures",[50,60,61],{},"Integrating the assistant into the no-code platform's UI",[50,63,64],{},"Implementing content moderation and enterprise security",[17,66,67],{},"The virtual assistant interprets text prompts and automatically generates tailored data models required for custom platforms. This streamlines the manual process of building new projects.",[12,69,71],{"id":70},"results","Results",[17,73,74],{},"Azure OpenAI service gives users the ability to build custom software solutions by interpreting and processing natural language text inputs. For example, by interreacting with the AI and providing a request like “I want a CRM platform” users will receive a custom CRM platform to fit their needs. This approach revolutionises the traditional process of building these platforms, as it eliminates the need for extensive business and process analysis. ",[17,76,77],{},"Providing benefits in:",[47,79,80,87,93,99],{},[50,81,82,86],{},[83,84,85],"strong",{},"Access to large language models (LLMs)",": OpenAI Service leverages OpenAI’s most powerful language models such as ChatGPT and GPT-4, enabling users to create powerful natural language processing tools.",[50,88,89,92],{},[83,90,91],{},"Speed:"," The API contained within Azure’s OpenAI Service reduces the chances of bottlenecks compared to using OpenAI’s API, where users would be contending with the traffic from ChatGPT.",[50,94,95,98],{},[83,96,97],{},"Content moderation:"," Azure OpenAI includes a content management system that filters potentially harmful content alongside the models. For detecting misuse, this system runs both input prompts and generated completions through a series of classification models.",[50,100,101,104],{},[83,102,103],{},"Security:"," OpenAI service comes with enterprise-grade security features, such as role-based and access control.",[17,106,107],{},"Key results included:",[47,109,110,113,116,119],{},[50,111,112],{},"Automatic custom app generation from text descriptions",[50,114,115],{},"Conversational interface requiring no coding",[50,117,118],{},"Significant time savings over manual data entry",[50,120,121],{},"Reliable content moderation and security",[17,123,124],{},[125,126],"img",{"alt":127,"src":128,"title":127},"AI NLP custom software assistant screenshot","\u002Fimg\u002Fscreens\u002Fai-ml-case-study-nocode.png",{"title":130,"searchDepth":131,"depth":131,"links":132},"",2,[133,134,135,136],{"id":14,"depth":131,"text":15},{"id":22,"depth":131,"text":23},{"id":35,"depth":131,"text":36},{"id":70,"depth":131,"text":71},"\u002Fimg\u002Fclient-logos\u002Fainocodeproject.png","md","Azure OpenAI","\u002Fimg\u002Fscreens\u002Fnocodeaiproject.jpg",{"statBlock":142},{"title":143,"text":144},"AI Onboarding","With Azure OpenAI",true,"\u002Fprojects\u002Fsaas-no-code-platform","An AI onboarding assistant to build custom applications",{"title":149,"description":150},"AI SaaS Onboarding with Azure OpenAI | AI Consultancy","Leveraging Azure OpenAI to create an onboarding virtual assistant for custom software builds for a leading no code work management platform.","projects\u002Fsaas-no-code-platform","YJAIJXFzE8eKWxFvC4xk3mrj9uBtGCwVDGV7ixirMf0",[154,160,164,170,176,182,188,194,198,203,209,215,221,226,232,238,245,251,257,263,269,275,281,287,293,299,305,311,317,323,329,330,336,342,348,355,361,366,372,378],{"path":155,"title":156,"projectName":157,"clientLogo":158,"smallCoverImage":7,"largeCoverImage":159},"\u002Fprojects\u002F2m","2M","Centralising distributed brands through cloud data integration","\u002Fimg\u002Fclient-logos\u002Fframe-27.png","\u002Fimg\u002Fscreens\u002F2m.png",{"path":161,"title":162,"projectName":163,"clientLogo":158,"smallCoverImage":7,"largeCoverImage":159},"\u002Fprojects\u002F2m-group-of-companies","2M Group of Companies","Augmenting internal development teams to accelerate project delivery",{"path":165,"title":166,"projectName":167,"clientLogo":168,"smallCoverImage":7,"largeCoverImage":169},"\u002Fprojects\u002Fa-leading-appliance-and-electronics-retailer","A leading appliance and electronics retailer","Delivering a data analytics, reporting and migration strategy ","\u002Fimg\u002Fclient-logos\u002Far_logo.png","\u002Fimg\u002Fscreens\u002Fappliances_cover.avif",{"path":171,"title":172,"projectName":173,"clientLogo":174,"smallCoverImage":7,"largeCoverImage":175},"\u002Fprojects\u002Fa-mental-healthcare-provider","A mental healthcare provider","Ensuring data architecture is robust, scalable, and efficient","\u002Fimg\u002Fclient-logos\u002Fmh_logo.png","\u002Fimg\u002Fscreens\u002Fmh_cover.avif",{"path":177,"title":178,"projectName":179,"clientLogo":180,"smallCoverImage":7,"largeCoverImage":181},"\u002Fprojects\u002Fa-uk-based-holiday-park-operator","Parkdean Resorts","Establishing a software testing team to increase the quality of products","\u002Fimg\u002Fclient-logos\u002Fpdlogo.png","\u002Fimg\u002Fscreens\u002Fholidayparkoperator.jpg",{"path":183,"title":184,"projectName":185,"clientLogo":186,"smallCoverImage":7,"largeCoverImage":187},"\u002Fprojects\u002Fadm-agriculture","ADM Agriculture","A commodities trading platform to support £3.5bn contracts and services each year","\u002Fimg\u002Fclient-logos\u002Fadm.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1565647952915-9644fcd446a4?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=2070&q=80",{"path":189,"title":190,"projectName":191,"clientLogo":192,"smallCoverImage":7,"largeCoverImage":193},"\u002Fprojects\u002Faesseal-knowledge-management","AESSEAL - Knowledge Management","A knowledge management platform to support £170m in sales per year","\u002Fimg\u002Fclient-logos\u002Faesseal.png","\u002Fimg\u002Fscreens\u002Faudaciaaessealsoftwaredevelopment.jpg",{"path":195,"title":196,"projectName":197,"clientLogo":192,"smallCoverImage":7,"largeCoverImage":193},"\u002Fprojects\u002Faesseal-product-data-centralisation","AESSEAL - Product Data Centralisation","Unlocking analytics by centralising product data across international sites",{"path":199,"title":200,"projectName":201,"clientLogo":192,"smallCoverImage":7,"largeCoverImage":202},"\u002Fprojects\u002Faesseal-quotation-platform","AESSEAL - Quotation Platform","Generating over 38,000 complex bespoke engineering quotations for global sites ","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1581092580497-e0d23cbdf1dc?q=80&w=3270&auto=format&fit=crop&ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D",{"path":204,"title":205,"projectName":206,"clientLogo":207,"smallCoverImage":7,"largeCoverImage":208},"\u002Fprojects\u002Faptus-utilities","Aptus Utilities","Delivering one centralised system to manage 7 business functions","\u002Fimg\u002Fclient-logos\u002Faptusutilities.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1543489816-c87b0f5f7dd4?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=1740&q=80",{"path":210,"title":211,"projectName":212,"clientLogo":213,"smallCoverImage":7,"largeCoverImage":214},"\u002Fprojects\u002Fbeelivery","Beelivery ","Transforming development processes to drive consistent growth","\u002Fimg\u002Fclient-logos\u002Fframe-29.png","\u002Fimg\u002Fscreens\u002Fbeelivery.png",{"path":216,"title":217,"projectName":218,"clientLogo":219,"smallCoverImage":7,"largeCoverImage":220},"\u002Fprojects\u002Fbellway","Bellway","Centralising working practices for 22 regional divisions ","\u002Fimg\u002Fclient-logos\u002Fbellway.png","https:\u002F\u002Fexternal-content.duckduckgo.com\u002Fiu\u002F?u=https%3A%2F%2Fwww.thedevondaily.co.uk%2Fsites%2Fdefault%2Ffiles%2Ffield%2Fimage%2FBellway%2520customers%2520can%2520save%2520up%2520to%2520%25C2%25A315%252C000%2520when%2520purchasing%2520a%2520new%2520home%2520at%2520Fox%2520Mill%2520Gardens%2520(2).jpg&f=1&nofb=1&ipt=1438d4854ca3a17cb59c98e7f97ec25cd8da7da564c930668ce351eb9dba8e40&ipo=images",{"path":222,"title":223,"projectName":224,"clientLogo":219,"smallCoverImage":7,"largeCoverImage":225},"\u002Fprojects\u002Fbellway-homes-enterprise-data-migration","Bellway Homes - Enterprise Data Migration","Migrating sales and financial data from legacy systems to new ERP platform","\u002Fimg\u002Fscreens\u002Faudaciabellwayhomessoftware.jpg",{"path":227,"title":228,"projectName":229,"clientLogo":230,"smallCoverImage":7,"largeCoverImage":231},"\u002Fprojects\u002Fbridon-bekaert","Bridon Bekaert","Maximising field workforce productivity through a mobile CRM platform","\u002Fimg\u002Fclient-logos\u002Fbridon.png","\u002Fimg\u002Fscreens\u002Fbridon_bannerimage.jpg",{"path":233,"title":234,"projectName":235,"clientLogo":236,"smallCoverImage":7,"largeCoverImage":237},"\u002Fprojects\u002Fclimate-risk-analytics-provider","Climate risk analytics provider","Improving enterprise reporting for data-driven decision making","\u002Fimg\u002Fclient-logos\u002Fclimate-risk.png","\u002Fimg\u002Fscreens\u002Friskreporting.avif",{"path":239,"title":240,"projectName":241,"clientLogo":242,"smallCoverImage":243,"largeCoverImage":244},"\u002Fprojects\u002Fe-car","E-Car (part of Europcar)","A custom booking platform improving utilisation rates from 15% to 38%","\u002Fimg\u002Fclient-logos\u002Fecar.png","\u002Fimg\u002Fecar-cover-mobile.jpg","\u002Fimg\u002Fecar-cover.jpg",{"path":246,"title":247,"projectName":248,"clientLogo":249,"smallCoverImage":7,"largeCoverImage":250},"\u002Fprojects\u002Ffood-manufacturer","Food Manufacturer","AI image recognition to identify products within supermarkets","\u002Fimg\u002Fclient-logos\u002Fairetailprojecticon.png","\u002Fimg\u002Fscreens\u002Fretailaiproject.jpg",{"path":252,"title":253,"projectName":254,"clientLogo":255,"smallCoverImage":7,"largeCoverImage":256},"\u002Fprojects\u002Fglobal-medical-device-company","STERIS","ML dosage predictor to optimise the sterilisation of 1,000 products per week","\u002Fimg\u002Fclient-logos\u002Fsteris.png","\u002Fimg\u002Fscreens\u002Faimedicalimage.png",{"path":258,"title":259,"projectName":260,"clientLogo":261,"smallCoverImage":7,"largeCoverImage":262},"\u002Fprojects\u002Fgymfinity","Gymfinity Kids","A gym management system supporting 6,000 end users","\u002Fimg\u002Fclient-logos\u002Fgymfinitylogo-2-.png","\u002Fimg\u002Fscreens\u002Faudaciagymfinitykids.jpg",{"path":264,"title":265,"projectName":266,"clientLogo":267,"smallCoverImage":7,"largeCoverImage":268},"\u002Fprojects\u002Fhampshire-police","Hampshire Police","Providing a new way to access restorative justice through text, video and voice","\u002Fimg\u002Fclient-logos\u002Fpolice-and-crime-commissioner.png","\u002Fimg\u002Fscreens\u002Fbannerimage_hampshireopcc.jpg",{"path":270,"title":271,"projectName":272,"clientLogo":273,"smallCoverImage":7,"largeCoverImage":274},"\u002Fprojects\u002Fhssmi-detc","HSSMI & DETC","Reducing project management processes from 7 days to 1","\u002Fimg\u002Fclient-logos\u002Fhssmi.png","\u002Fimg\u002Fscreens\u002Fbannerimage_hssmi.jpg",{"path":276,"title":277,"projectName":278,"clientLogo":279,"smallCoverImage":7,"largeCoverImage":280},"\u002Fprojects\u002Finnovative-trials","Innovative Trials","Improving global visibility and reporting with one centralised portal","\u002Fimg\u002Fclient-logos\u002Finnovative-trials.png","\u002Fimg\u002Fscreens\u002Fbannerimage_innovativetrials.jpg",{"path":282,"title":283,"projectName":284,"clientLogo":285,"smallCoverImage":7,"largeCoverImage":286},"\u002Fprojects\u002Fjuniper-education","Juniper Education","Modernising a legacy application to track the progress of 1000+ pupils","\u002Fimg\u002Fclient-logos\u002Fimage-20.png","\u002Fimg\u002Fscreens\u002Fjunipereducation.jpg",{"path":288,"title":289,"projectName":290,"clientLogo":291,"smallCoverImage":7,"largeCoverImage":292},"\u002Fprojects\u002Flinde","Linde","Improving customer experience and consistency through mobile sales and reporting","\u002Fimg\u002Fclient-logos\u002Flinde.png","\u002Fimg\u002Fscreens\u002Fbannerimage_linde.jpg",{"path":294,"title":295,"projectName":296,"clientLogo":297,"smallCoverImage":7,"largeCoverImage":298},"\u002Fprojects\u002Fmach-recruitment","Mach Recruitment","A centralised applicant management portal to reduce errors through automation","\u002Fimg\u002Fclient-logos\u002Fmachrecruitment.png","\u002Fimg\u002Fscreens\u002Fbannerimage_mach.jfif",{"path":300,"title":301,"projectName":302,"clientLogo":303,"smallCoverImage":7,"largeCoverImage":304},"\u002Fprojects\u002Fmasta","MASTA","Managing end-to-end vaccination processes in one centralised portal","\u002Fimg\u002Fclient-logos\u002Fmasta.png","\u002Fimg\u002Fscreens\u002Fbannerimage_masta.jpg",{"path":306,"title":307,"projectName":308,"clientLogo":309,"smallCoverImage":7,"largeCoverImage":310},"\u002Fprojects\u002Fnationwide-energy-provider","Nationwide Energy Provider","ML models to detect inaccurate or overestimated energy bills","\u002Fimg\u002Fclient-logos\u002Faienergyproject.png","\u002Fimg\u002Fscreens\u002Faudaciaenergy.jpg",{"path":312,"title":313,"projectName":314,"clientLogo":315,"smallCoverImage":7,"largeCoverImage":316},"\u002Fprojects\u002Fnorthern","Northern","A WhatsApp travel chatbot for live train information across 2,500 stations","\u002Fimg\u002Fclient-logos\u002Fframe-95-1-.png","\u002Fimg\u002Fscreens\u002Faudacianorthern.jpg",{"path":318,"title":319,"projectName":320,"clientLogo":321,"smallCoverImage":7,"largeCoverImage":322},"\u002Fprojects\u002Fo2","O2","Managing end-to-end ticketing processes","\u002Fimg\u002Fclient-logos\u002Fo2.png","\u002Fimg\u002Fo2-cover-image.jpg",{"path":324,"title":325,"projectName":326,"clientLogo":327,"smallCoverImage":7,"largeCoverImage":328},"\u002Fprojects\u002Fpersimmon-homes","Persimmon Homes","Delivering a platform for 5,000+ employees to communicate throughout remote working","\u002Fimg\u002Fclient-logos\u002Fpersimmon.png","\u002Fimg\u002Fscreens\u002Fpersimmon-homes.jpg",{"path":146,"title":5,"projectName":147,"clientLogo":137,"smallCoverImage":7,"largeCoverImage":140},{"path":331,"title":332,"projectName":333,"clientLogo":334,"smallCoverImage":7,"largeCoverImage":335},"\u002Fprojects\u002Fscania","Scania","Providing digital transformation consultancy to integrate core systems","\u002Fimg\u002Fclient-logos\u002Fscania.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1601584115197-04ecc0da31d7?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=1740&q=80",{"path":337,"title":338,"projectName":339,"clientLogo":340,"smallCoverImage":7,"largeCoverImage":341},"\u002Fprojects\u002Fspecialist-marine-consultants-smc","Specialist Marine Consultants (SMC)","A platform to manage people across the biggest offshore windfarms in the world","\u002Fimg\u002Fclient-logos\u002Fsmc.png","https:\u002F\u002Fimages.unsplash.com\u002Fphoto-1548337138-e87d889cc369?ixlib=rb-1.2.1&ixid=MnwxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8&auto=format&fit=crop&w=1196&q=80",{"path":343,"title":344,"projectName":345,"clientLogo":346,"smallCoverImage":7,"largeCoverImage":347},"\u002Fprojects\u002Fstory-homes","Story Homes","Providing total visibility across UK wide land developments","\u002Fimg\u002Fclient-logos\u002Fstoryhomes.png","https:\u002F\u002Fwww.ownplacer.com\u002Fuploads\u002FPlacer%20County%20Single%20Story%20Homes%20for%20Sale.jpg",{"path":349,"title":350,"projectName":351,"clientLogo":352,"smallCoverImage":353,"largeCoverImage":354},"\u002Fprojects\u002Ftechbuyer","Techbuyer","Development & integration to support 100,000+ product sales globally with 100% uptime","\u002Fimg\u002Fclient-logos\u002Ftechbuyer.png","\u002Fimg\u002Fscreens\u002Ftechbuyer_project_banner-mobile.jpg","\u002Fimg\u002Fscreens\u002Ftechbuyer_project_banner.png",{"path":356,"title":357,"projectName":358,"clientLogo":359,"smallCoverImage":7,"largeCoverImage":360},"\u002Fprojects\u002Fthe-national-institute-for-health-research","The National Institute of Health Research ","Leveraging AI to transform medical research dissemination ","\u002Fimg\u002Fclient-logos\u002Fnihr.png","\u002Fimg\u002Fscreens\u002Fnihr_cover.jpg",{"path":362,"title":363,"projectName":364,"clientLogo":359,"smallCoverImage":7,"largeCoverImage":365},"\u002Fprojects\u002Fthe-national-institute-for-health-research-nihr","The National Institute for Health Research (NIHR)","A platform to manage £317m funding allocation each year","\u002Fimg\u002Fscreens\u002Fnihr-healthcare-worker.jpg",{"path":367,"title":368,"projectName":369,"clientLogo":370,"smallCoverImage":7,"largeCoverImage":371},"\u002Fprojects\u002Funitas-wholesale","Unitas Wholesale","Building a system to manage all sales agreement processes ","\u002Fimg\u002Fclient-logos\u002Funitaslogo.png","\u002Fimg\u002Fscreens\u002Funitaswholesalebanner-1.png",{"path":373,"title":374,"projectName":375,"clientLogo":376,"smallCoverImage":7,"largeCoverImage":377},"\u002Fprojects\u002Fyorkshire-gas-power-ygp","Yorkshire Gas & Power (YGP)","Automating end to end billing processes through one centralised platform","\u002Fimg\u002Fclient-logos\u002Fygp.png","\u002Fimg\u002Fscreens\u002Fbannerimage_ygp.jpg",{"path":379,"title":380,"projectName":381,"clientLogo":382,"smallCoverImage":7,"largeCoverImage":383},"\u002Fprojects\u002Fyorkshire-sport-foundation","Yorkshire Sport Foundation","Giving greater visibility and reporting across initiatives and participants ","\u002Fimg\u002Fclient-logos\u002Fyorkshire-sport.png","\u002Fimg\u002Fscreens\u002Fbannerimage_ysf.jpg",1778145933713]