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... on CasestudyLandingRecord {\\n          __typename\\n        }\\n        ... on PaidLandingRecord {\\n          __typename\\n          slug\\n        }\\n      }\\n      external\\n      style\\n    }\\n  }\\n\\n    \\n  fragment ResponsiveImageFragment on FileField {\\n    url\\n    width\\n    height\\n    alt\\n    title\\n    responsiveImage {\\n      srcSet\\n      webpSrcSet\\n      sizes\\n      src\\n      width\\n      height\\n      aspectRatio\\n      alt\\n      title\\n      base64\\n    }\\n  }\\n\\n  \",\"variables\":{}}":741,"{\"query\":\"\\n  query {\\n    allNewsPosts(orderBy: publishDate_DESC, first: 3) {\\n      __typename\\n      title\\n      slug\\n      publishDate\\n      tag {\\n        name\\n        slug\\n      }\\n      image {\\n        responsiveImage(imgixParams: { fit: fillmax, w: 1400, h: 1050 }) {\\n          src\\n          width\\n          height\\n          alt\\n          base64\\n        }\\n      }\\n      logo {\\n        url\\n      }\\n 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| ERP Reinvented for the AI Era","Lensing is an AI-native ERP platform that replaces outdated systems, streamlines operations, cuts costs, and enables rapid adaptations for faster, smarter growth.",{"headerCta":85,"topBanner":93,"signIn":91,"investors":113,"description":124,"footerCta":125,"socialMedia":130,"locations":137,"emailAddress":154,"badges":155,"footerCallout":160,"gatedHeadline":171,"gatedIntro":172,"gatedFormId":173,"signupForm":174},{"buttons":86},[87],{"label":88,"internal":89,"external":91,"style":92},"Get a Demo",{"__typename":90},"BookDemoRecord","","button",{"showBanner":94,"bannerText":95,"bgColor":96,"variant":97,"headline":98,"cta":99,"badgeImage":106},true,"\u003Cp>Everest is now&nbsp;Lensing. Read the \u003Ca href=\"https://lensing.ai/blog/everest-is-now-lensing/\">announcement from our founders\u003C/a>.&nbsp;\u003C/p>","accent","big","Everest is now Lensing. Read the announcement from our founders. ",{"buttons":100},[101],{"label":102,"internal":103,"external":91,"style":92},"Read why",{"__typename":104,"slug":105},"PostRecord","everest-is-now-lensing",{"url":107,"alt":108,"width":109,"height":110,"focalPoint":111},"https://www.datocms-assets.com/160976/1785453684-erp-article-everest-is-now-lensing.png","Everest is Now Lensing",1040,800,{"x":112,"y":112},0.5,{"title":114,"logos":115},"Investors",[116,118,120,122],{"url":117},"https://www.datocms-assets.com/160976/1749761147-sutter-hill.svg",{"url":119},"https://www.datocms-assets.com/160976/1749761146-altimeter.png",{"url":121},"https://www.datocms-assets.com/160976/1749761146-redpoint.png",{"url":123},"https://www.datocms-assets.com/160976/1750290368-dl.png","Lensing is an intelligent, AI-powered platform that replaces outdated systems, streamlines operations, cuts costs, and unlocks real-time insights for faster, smarter growth.",{"buttons":126},[127],{"label":128,"internal":129,"external":91,"style":92},"Contact",{"__typename":90},[131,134],{"platform":132,"url":133},"linkedin","https://www.linkedin.com/company/lensing-ai/",{"platform":135,"url":136},"youtube","https://www.youtube.com/@lensingai",[138,142,146,150],{"location":139,"address":140,"coords":141},"North America","280 Hope Street\nMountain View, CA 94041","130,290",{"location":143,"address":144,"coords":145},"Germany","Max-Jarecki-Straße 21, 69115\nHeidelberg, Germany","650,252",{"location":147,"address":148,"coords":149},"Brazil","Mostardeiro, 800 - room 702\nPorto Alegre - RS, 90430-000","384,636",{"location":151,"address":152,"coords":153},"South Africa","The Foundry, 74 Cardiff Street, Green Point, Cape Town, 8005, South Africa","680,624","info@lensing.ai",[156,158],{"url":157},"https://www.datocms-assets.com/160976/1749761602-aws.png",{"url":159},"https://www.datocms-assets.com/160976/1749761602-aicpa.png",{"image":161},{"url":162,"width":163,"height":164,"alt":12,"responsiveImage":165},"https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png",754,592,{"srcSet":166,"webpSrcSet":167,"sizes":168,"src":162,"width":163,"height":164,"aspectRatio":169,"alt":12,"title":12,"base64":170},"https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?dpr=0.25 188w,https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?dpr=0.5 377w,https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?dpr=0.75 565w,https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png 754w","https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?dpr=0.25&fm=webp 188w,https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?dpr=0.5&fm=webp 377w,https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?dpr=0.75&fm=webp 565w,https://www.datocms-assets.com/160976/1784814619-lensing-footer-cta.png?fm=webp 754w","(max-width: 754px) 100vw, 754px",1.2736486486486487,"data:image/jpeg;base64,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","Gated Content Headline","Please fill out this form to gain access to exclusive content","c9f28857-105a-4932-a211-4f63c780866b",{"headline":175,"intro":176,"hubspotId":177,"consentText":178},"Get the latest Lensing","Some nice copy here about what you get when you sign up.","d5c0893f-5d91-45b0-844d-7f242b0c5c44","By submitting this form, you agree to receive the Aperture newsletter from Lensing and to the processing of your personal data as described in our \u003Ca href=\"/legal/privacy-policy/\">Privacy Policy\u003C/a>. You can unsubscribe at any time.",{"menu":180},{"main":181},[182,220,302,307,340],{"__typename":183,"label":184,"id":185,"submenu":186},"MenuGroupRecord","Why Lensing","PFK4MTMsSGyvr0kIIbiuWg",[187,193,199,204,209,214],{"__typename":188,"label":189,"description":190,"external":91,"icon":12,"internal":191},"MenuItemRecord","Why Lensing ","Lensing is built for businesses with complex revenue, global operations, and rapid change.",{"__typename":192},"WhyMainRecord",{"__typename":188,"label":194,"description":195,"external":91,"icon":12,"internal":196},"Lensing vs. Legacy ERP","Legacy ERP systems weren’t built for the speed, scale, or complexity of modern businesses.",{"__typename":197,"slug":198},"WhySubpageRecord","everest-vs-legacy-erp",{"__typename":188,"label":200,"description":201,"external":91,"icon":12,"internal":202},"Lensing vs. Bolt-ons","Patchwork solutions slow your business down with manual work, system silos, and reporting gaps. 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experience.",{"__typename":348},"LeadershipRecord",{"__typename":188,"label":350,"description":351,"external":352,"icon":12,"internal":12},"Careers","Help us reinvent ERP.","https://everestruns.everest-systems.com/hook/fetch/jobs?file=index.html",{"__typename":188,"label":354,"description":355,"external":91,"icon":12,"internal":356},"News & Updates","Our latest Press and Collaboration updates.",{"__typename":357,"tag":358},"NewsCollectionRecord",{"slug":359},"press",{"post":361,"blogLanding":673},{"_updatedAt":362,"structuredData":94,"seo":363,"content":420,"__typename":104,"id":650,"title":365,"slug":651,"publishDate":652,"category":653,"author":657,"image":661,"accentColor":667,"intro":669,"tag":670},"2026-07-20T01:04:32+01:00",[364,367,370,373,377,380,383,387,391,395,398,402,406,409,413,416],{"attributes":12,"content":365,"tag":366},"What’s the value of a live sandbox? (NetSuite comparison)","title",{"attributes":368,"content":12,"tag":67},{"property":369,"content":365},"og:title",{"attributes":371,"content":12,"tag":67},{"name":372,"content":365},"twitter:title",{"attributes":374,"content":12,"tag":67},{"name":375,"content":376},"description","Old dotcom-era ERPs like NetSuite don’t have a “back button.” Lensing does. That helps your finance team run tests, move fast, and ensure compliance. ",{"attributes":378,"content":12,"tag":67},{"property":379,"content":376},"og:description",{"attributes":381,"content":12,"tag":67},{"name":382,"content":376},"twitter:description",{"attributes":384,"content":12,"tag":67},{"property":385,"content":386},"og:image","https://www.datocms-assets.com/160976/1768424651-erp-article-p4-sandbox-header.png?auto=format&fit=max&w=1200",{"attributes":388,"content":12,"tag":67},{"property":389,"content":390},"og:image:width","1200",{"attributes":392,"content":12,"tag":67},{"property":393,"content":394},"og:image:height","923",{"attributes":396,"content":12,"tag":67},{"name":397,"content":386},"twitter:image",{"attributes":399,"content":12,"tag":67},{"property":400,"content":401},"og:locale","en",{"attributes":403,"content":12,"tag":67},{"property":404,"content":405},"og:type","article",{"attributes":407,"content":12,"tag":67},{"property":408,"content":82},"og:site_name",{"attributes":410,"content":12,"tag":67},{"property":411,"content":412},"article:modified_time","2026-07-20T00:04:32Z",{"attributes":414,"content":12,"tag":67},{"property":415,"content":91},"article:publisher",{"attributes":417,"content":12,"tag":67},{"name":418,"content":419},"twitter:card","summary_large_image",{"value":421,"blocks":633},{"schema":422,"document":423},"dast",{"type":424,"children":425},"root",[426,432,436,442,446,450,479,483,487,491,494,498,500,504,508,512,514,516,520,524,528,532,536,540,544,550,554,559,563,568,572,578,583,587,592,596,601,605,610,614,619,623,625,629],{"type":427,"children":428},"paragraph",[429],{"type":430,"value":431},"span","In the modern age, it’s not a great sign. It suggests that the ERP doesn’t fully support your business, and that your team is either afraid or unable to alter it. Perhaps they once tried making a change that broke an integration before quarter end, and misconfigured the tax codes, and now everyone fears making updates. This is common with ERPs coded in the dotcom era, like NetSuite. They weren’t built with any concept of a test or a “back button.” Your team cannot save their work. They cannot revert.",{"type":427,"children":433},[434],{"type":430,"value":435},"Which is why having what we call a “live” sandbox changes so much. It frees anyone and everyone to instantly test changes. They can now know precisely what will happen if they make an update. And if it goes wrong, roll it back.",{"type":437,"level":438,"children":439},"heading",2,[440],{"type":430,"value":441},"First off, what is an ERP sandbox? ",{"type":427,"children":443},[444],{"type":430,"value":445},"A sandbox is a snapshot copy of your ERP in which your team can run harmless tests. They can, for example, build a new AP approval workflow, try it, and ensure it works before pushing it live. ",{"type":427,"children":447},[448],{"type":430,"value":449},"A sandbox typically includes: ",{"type":451,"style":452,"children":453},"list","numbered",[454,461,467,473],{"type":455,"children":456},"listItem",[457],{"type":427,"children":458},[459],{"type":430,"value":460},"A place to build customizations.",{"type":455,"children":462},[463],{"type":427,"children":464},[465],{"type":430,"value":466},"Isolated development and testing environments, so you can build and test separately.",{"type":455,"children":468},[469],{"type":427,"children":470},[471],{"type":430,"value":472},"Built-in automated testing—it will catch bugs for you.",{"type":455,"children":474},[475],{"type":427,"children":476},[477],{"type":430,"value":478},"Version control so you can revert to a prior state.",{"type":427,"children":480},[481],{"type":430,"value":482},"That’s a sandbox in theory. In practice, the details make all the difference. ",{"type":437,"level":438,"children":484},[485],{"type":430,"value":486},"The live sandbox difference—NetSuite and Lensing side by side",{"type":427,"children":488},[489],{"type":430,"value":490},"Older ERPs are limited because they were built to be static. This is good for consistency, but also assumes your business will never change. Adding extensions and launching new business models were an afterthought. This is why old ERPs contain digital fault lines and data silos. Which is why their sandboxes are 1) expensive, 2) slow, and 3) partial—they cannot show you recent data. ",{"item":492,"type":493},"ApH-klHDTYKyfhP2DwSIQA","block",{"type":427,"children":495},[496],{"type":430,"value":497},"In building Lensing, we had the luxury of planning an ERP that was designed to be changed. Because it is changeable, the data model remains unified—you can report on all parts. This is the difference between introducing new pricing models on the fly versus months of testing while the market moves on. The result is measurable in how fast your team can execute period closes, find answers, and adapt to support functional leaders. It’s how Primary Health migrated from NetSuite to Lensing in just a few months. (More on that later.)",{"item":499,"type":493},"MUtG-a07SPqznBK0QWDecg",{"type":427,"children":501},[502],{"type":430,"value":503},"This can save you from what we call the “NetSuite change tax”: When changes are difficult, teams avoid them, which affects the business. Or they take far longer, as when your finance manager doesn’t know who else has made changes in the sandbox and must ask around before making further changes. This can cause one team’s projects to hold up another’s, and so hold up the company.",{"type":427,"children":505},[506],{"type":430,"value":507},"Then, you must request the refresh and wait another 1-5 days until complete. ",{"type":427,"children":509},[510],{"type":430,"value":511},"Further, your NetSuite sandbox test isn't a real test—it doesn’t use your recent production data, only a snapshot of data at the time you “set” the sandbox. And you can’t revert after pushing it live. NetSuite developers typically screenshot the configurations before implementing a substantial change, or use a tool like HappySoup or Salto to record it, then go live over a weekend to see what really breaks.",{"item":513,"type":493},"FLWSdVDbQaeRGP4p4LwVbA",{"item":515,"type":493},"Ycr_HnQrRfSHZ7qwe6_aVg",{"type":427,"children":517},[518],{"type":430,"value":519},"For a whole generation of NetSuite engineers, this is just how business systems work. They’re aware of live sandbox-type technology in other software they use, but not in ERP.",{"type":427,"children":521},[522],{"type":430,"value":523},"Unless, of course, you rebuild that ERP from scratch. ",{"type":427,"children":525},[526],{"type":430,"value":527},"In the five years we spent building Lensing with all the modules from the ground up, Lensings product team applied all the obvious developer operations methodologies. The sandbox includes all live production data, if you desire. Because of the architecture, refreshes are instant. As a result, testing is essentially free. ",{"type":427,"children":529},[530],{"type":430,"value":531},"This is why Primary Health was able to switch off NetSuite so quickly when they realized it wasn’t working. They’d invested over $200,000 in a custom NetSuite implementation and despaired as the launch date pushed back repeatedly. After launch, there were bugs. They calculated that 80% of their important processes still relied on spreadsheets—like reconciliations and reporting. ",{"type":427,"children":533},[534],{"type":430,"value":535},"Primary Health launched Lensing and was able to rapidly test changes. They could implement a configuration in the sandbox, see what it would do to real reports, make another change, refresh, and see. Every person could test as much as they liked. Nobody created a bottleneck for others’ changes. The sandboxes were so intuitive, Primary Healths’ executives now log in to model scenarios themselves.",{"type":437,"level":438,"children":537},[538],{"type":430,"value":539},"Lensing’s Live Sandbox opens up new possibilities",{"type":427,"children":541},[542],{"type":430,"value":543},"So what’s possible when you have a live sandbox? Eight things:",{"type":427,"children":545},[546],{"type":430,"marks":547,"value":549},[548],"strong","You eliminate change risk",{"type":427,"children":551},[552],{"type":430,"value":553},"Your team can create an exact replica of your production system as a sandbox in seconds. No waiting weeks for IT to provision test environments or scheduling sandbox access.",{"type":427,"children":555},[556],{"type":430,"marks":557,"value":558},[548],"You eliminate bottlenecks and configuration pileups",{"type":427,"children":560},[561],{"type":430,"value":562},"With traditional sandboxes, everyone has to wait for the sandbox owner to “promote” those changes to the live production instance. Because there are few sandboxes and because they are slow, it requires coordination. Everyone must wait. With live sandboxes, anyone can make configuration changes, test, and push live in an automated, secure way. No more waiting for others.",{"type":427,"children":564},[565],{"type":430,"marks":566,"value":567},[548],"There’s no more guessing",{"type":427,"children":569},[570],{"type":430,"value":571},"You or your team can test with actual production data in a completely isolated environment. See exactly how changes will impact your real business operations. If the change isn’t as you’d expect, you can refresh just as quickly as you can refresh your browser. ",{"type":427,"children":573},[574],{"type":430,"marks":575,"value":577},[576],"emphasis","This is a crucial difference: With NetSuite sandboxes, you get the data you captured when you created the sandbox. If you spend two months in the sandbox developing a new reporting module and want to try it with fresh data, you cannot. You must create another sandbox, which costs 20% of your subscription, and use third-party tools to move your work. Whereas in Lensing, it’s all possible in two clicks.",{"type":427,"children":579},[580],{"type":430,"marks":581,"value":582},[548],"You speed up work",{"type":427,"children":584},[585],{"type":430,"value":586},"Once validated, push changes to production with a single click, securely. Lensingwill notify you of conflicts and give you the option to reverse changes if needed. And you can segregate duties, implement approvals, and ensure everything’s compliant before you proceed.",{"type":427,"children":588},[589],{"type":430,"marks":590,"value":591},[548],"Model M&A situations instantly",{"type":427,"children":593},[594],{"type":430,"value":595},"Test multi-entity consolidation, simulate acquisitions, or model divestitures using real data. Know the financial impact before the deal closes.",{"type":427,"children":597},[598],{"type":430,"marks":599,"value":600},[548],"Test new pricing models",{"type":427,"children":602},[603],{"type":430,"value":604},"Model usage-based pricing changes, test tiered discounting, or simulate contract modifications before they go live. See the exact revenue impact before committing.",{"type":427,"children":606},[607],{"type":430,"marks":608,"value":609},[548],"Train new team members risk-free",{"type":427,"children":611},[612],{"type":430,"value":613},"New hires can learn the system with real scenarios in a live sandbox. There is no chance of corrupting live data or making costly mistakes during onboarding.",{"type":427,"children":615},[616],{"type":430,"marks":617,"value":618},[548],"You can implement Lensing twice as fast",{"type":427,"children":620},[621],{"type":430,"value":622},"Primary Health purchased Lensing in the winter and was up and running by January—a full NetSuite migration.",{"item":624,"type":493},"cdy_Ix-XQy2fAbSgTTf4jw",{"type":437,"level":438,"children":626},[627],{"type":430,"value":628},"Now you can de-risk innovation",{"type":427,"children":630},[631],{"type":430,"value":632},"While NetSuite charges you extra to test and forces you to buy bolt-ons for core functionality, Lensing gives you unlimited testing environments and native capabilities—all included. 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But this is rarely the case.",{"name":671,"slug":672},{"__typename":104,"id":714,"title":715,"slug":716,"publishDate":717,"category":718,"author":722,"image":726,"accentColor":730,"intro":732,"tag":733},"E-j4nHXCR3uUW913bbvzlw","10 physical goods companies that launched a successful subscription","10-physical-goods-companies-that-launched-a-successful-subscription","2026-01-09",{"id":719,"name":720,"slug":721},"KQYRPUFzSqOAVaQYVCWZFg","Transformation","transformation",{"name":723,"photo":724},"Piyush Shah, Principal Product Manager, Lensing",{"url":725},"https://www.datocms-assets.com/160976/1768249124-piyush-shah-headshot.jpeg",{"responsiveImage":727},{"src":728,"width":664,"height":665,"alt":12,"base64":729},"https://www.datocms-assets.com/160976/1767992606-erp-article-successful-subscription.png?fit=fillmax&h=1050&w=1400","data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wCEAAoHBwgHBgoIDxQXEwoLDhUaCw0PFBYPDxENFxQZGBYfIhUdHzcjHSkoKRoiJDUlKC0vMjIyGSI4PTcwPCsxMi8BCgsLDg0OHBEQHDUoGyY7OzYvLy81Ly81Ly8vOzUvLzUvLy8vLy8vLy8vLy8vLy8vLy8vLy8vLy8vLy8vLy8vL//AABEIABMAGAMBIgACEQEDEQH/xAAYAAEBAAMAAAAAAAAAAAAAAAAABAEFB//EAB0QAAICAgMBAAAAAAAAAAAAAAAEAQIDERQzQRP/xAAYAQACAwAAAAAAAAAAAAAAAAADBAABAv/EABsRAAMAAgMAAAAAAAAAAAAAAAABAiExAxES/9oADAMBAAIRAxEAPwDqzDdaZtGuu/FWdlbCdrskWdCeRECrbH+NR0XLN/XKDKSU4rbBtUwN+E8F890EuaI5kAEoDBZPgALQJ7P/2Q==",{"bgColor":731},"yellow","Subscriptions are great for all the reasons low-margin recurring revenue is great—you can plan against it, the marginal costs are (often) low, and it diversifies your revenue. 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He also explores the transformative role of AI in modern business and the rapidly evolving enterprise software landscape.",{"__typename":785,"video":786},"MediaVideoRecord",{"file":787,"external":12,"loopClip":12,"thumbnail":12},{"video":788},{"muxPlaybackId":789,"title":12,"width":790,"height":791,"thumbhash":792,"blurUpThumb":793,"thumbnailUrl":794},"HH01adSlLn181vNwOvmkpq6AKnTHQS00Sg",1920,1076,"3vYNFIRjeXpuh4eAiHoIc+YzCA==","data:image/jpeg;base64,/9j/4AAQSkZJRgABAQAAAQABAAD/2wCEAAoHBwgHBgoICAgLFQ4LDhgQDg0VDh0RHxENFyQZHRYTFhUqKysjGh0oHRUiJDUlKC0vMjIyGSI4PTcwPCsxMi8BCgsLDg0OHBAQHDsoIig7Ozs7Ly8vOzsvOzsvLy8vLzUvLzs7OzU1Ly8vOzUvLy8vLy8vLy8vLy8vLy8vLy8vL//AABEIAA4AGAMBIgACEQEDEQH/xAAXAAADAQAAAAAAAAAAAAAAAAAABQcG/8QAHxAAAQMEAwEAAAAAAAAAAAAAAgABBAUGEUEDIWET/8QAFgEBAQEAAAAAAAAAAAAAAAAABAMA/8QAGhEAAQUBAAAAAAAAAAAAAAAAAgABAyExEf/aAAwDAQACEQMRAD8AUtTSOWPe1qOGmkAcb5UoK7pw8zGOvU2C/Z/zDpMlO1mGPmKoVaGZ00WzpCnE2/6g8MWwhWE6QijB3xf/2Q==","https://image.mux.com/HH01adSlLn181vNwOvmkpq6AKnTHQS00Sg/thumbnail.jpg",{"__typename":756,"title":796,"slug":797,"publishDate":798,"tag":799,"image":12,"logo":802,"accentColor":804,"intro":806,"externalLink":91,"media":12},"Strengthening Security Through Partnership: How Lensing and Hackrate Collaborate to Protect the Lensing ERP Platform","hackrate-collaboration","2025-04-01",{"name":800,"slug":801},"Collaboration","collaborations",{"url":803},"https://www.datocms-assets.com/160976/1752688760-hackrate.png",{"bgColor":805},"red","In today's digital landscape, where cyber threats evolve at an alarming pace, robust security measures are no longer optional for business-critical applications. 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