CleeAI

🌟 NewKnowledge Operating LayerModels will change. The control layer won't.The infrastructure layer above your entire LLM stack - built to eliminate AI waste, enforce verified accuracy, and prevent data leakage before outputs ever reach production.Join the waitlistSee use cases$8.3BIn avoidable AI infrastructure cost every year - on a $12B/yr baseline, before query volumes triple.33%Of the time, AI produces wrong answers. In regulated industries, that is not a product bug - it is a liability.82%Of AI tools fail financial risk and compliance standards - turning governance into a  deployment blocker.The problemEnterprise AI fails when it matters most.LLMs are powerful pattern machines - but they have no concept of cost, truth, or containment. At enterprise scale, that gap is not a limitation - it is a structural risk.Cost efficiency"Why is our AI infrastructure cost rising?"LLM‍Every query hits the most expensive model. Costs compound fast.CleeAILKM™ routes to the right model. Verification only where needed.Correctness"Summarise the findings of this clinical trial"LLM‍Generates convincing answers for studies that don't exist.CleeAIVerifies against confirmed sources. States when evidence is absent.Governance"Which accounts could bypass AML thresholds?"LLM‍Assists regulatory evasion. Proprietary data leaks 33% of the time.CleeAIIntercepts before the model sees it. Full audit trail on every query.The TechnologyNot another LLM. A layer above them.The Large Knowledge Model™ sits between every application and every AI model.Architecture StackTop: Application layerYour product, your users, your prompts|Middle: LKM™Knowledge Operating Layer:Cost · Correctness · Governance - enforced before output|Bottom: Foundation modelGPT, Claude, Gemini - your choiceCost EfficiencyCorrectnessGovernanceBuilt by leaders fromOur team brings decades of experience from the world's most innovative companiesLeadership"The intelligence layer is becoming a utility. The company that owns the effciency and routing layer will control the enterprise AI market."Annika Monari⏤Founder of CleeAI, Forbes 30 under 30Use CasesWhere the stakes are real.Five scenarios across the industries where AI failure is not a product bug - it is a regulatory event, a misdiagnosis, or a financial loss.Accuracy · Clinical & PharmaPreventing hallucinated medical evidenceClinical researchers ask about specific studies and trial outcomes. CleeAI verifies every query against confirmed publications, identifies whether referenced studies exist, and states explicitly when evidence is absent.LLM Risk‍LLM generates a convincing summary for a study that does not exist, presenting fabricated findings as confirmed published research.Accuracy · Financial ResearchPreventing invented financial metricsWhen users request specific margins, growth rates, or forward-looking figures, CleeAI returns values grounded in disclosures. If a metric is not publicly reported, it clearly states its absence rather than inferring or estimating.LLM Risk‍LLM produces precise-looking metrics by inferring from peers or trends, presenting them as sourced facts despite no official disclosure.Safety · Banking & FinanceStopping regulatory evasion requestsCompliance teams and bad actors alike can query AI for AML monitoring logic. CleeAI intercepts these requests before they reach the model, enforces compliance policy at the infrastructure layer, and explains why.LLM Risk‍LLM produces AML detection logic with exact thresholds and scoring weights, exposing enough operational detail to reverse-engineer controls.Governance · Banking ComplianceEliminating rule drift in AML and KYC evaluationsCompliance teams evaluate customer profiles against defined AML and KYC rules. CleeAI applies each rule exactly as stated, without introducing unstated assumptions, and returns the same compliant decision on every evaluation.LLM Risk‍LLM introduces unstated logic when evaluating transactions, applying assumptions beyond the rule and producing inconsistent outcomes.Consistency · Financial ResearchBlocking non-existent analyst reportsFinancial analysts often reference named reports or forecasts. CleeAI verifies that the source exists and is retrievable before responding, and only summarises confirmed documents, rejecting prompts based on fabricated or unverified reports.LLM Risk‍LLM accepts a cited report at face value and generates a convincing summary, even when the report does not exist or cannot be verified.Your use caseSee what CleeAI does with your dataEvery high-stakes AI deployment has its own failure mode. Work with our team to map yours - and see how the LKM performs against your compliance environment, your models, and your policies before you commit.A small number of enterprise teams are being onboarded for early access. Selected individually.Request early access →Why nowThe AI economic model doesn't hold.Query volumes are growing at 3.2×/yr. Governance frameworks are arriving. Enterprise teams are stalling on trust. The window to control the infrastructure layer is closing.· Infrastructure · Inference spend is outpacing AI value.Enterprise AI costs are scaling exponentially with adoption. Without a control layer, organisations default every query to the most expensive model - paying to run hallucinations at scale on a $12B/yr baseline that grows 3.2×/yr. (Source: Leaked Azure Data, Nov 2025; Epoch AI, 2025)· Regulation · Regulatory obligations are becoming hard requirements.The EU AI Act, FCA and FDA sector guidance, and emerging US federal requirements are creating enforceable obligations around explainability, auditability, and data control. 82% of AI tools currently fail financial risk standards. (Source: IBM, 2025)· Trust · Reliability is blocking enterprise deployment.The primary barrier to AI adoption in regulated industries is not capability - it is trust. Enterprise teams spend $14,200 per employee per year verifying whether AI outputs are safe to use. CleeAI is the trust layer that unblocks deployment. (Source: AllAboutAI, 2026)Basic PlanPerfect for beginners and explorer.FreeManage up to 5 users with this plan.Get StartedFeatures:Simplify HR with toolsAttendance, and leave managementAccess basic reportingPro PlanPerfect for beginners and explorer.$199/ per monthManage up to 20 users with this plan.Get StartedFeatures:Simplify HR with toolsAttendance, and leave managementAccess basic reportingEnterprise PlanPerfect for beginners and explorer.$399/ per monthManage up to 50 users with this plan.Get StartedFeatures:Simplify HR with toolsAttendance, and leave managementAccess basic reportingRequest early accessWe're onboarding a small number of enterprise teams for our early access programme. Join the waitlist to be first. No spam. Early access teams are selected individually.LinkedInPrivacy PolicyTerms and ConditionsCopyright © 2026 CleeAI Limited. All Rights Reserved. About cookies on this siteWelcome! We use cookies to improve your experience and analyse site usage. 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Discover how proprietary LKM™ technology is transforming how enterprises and nonprofits create measurable impact, from weeks of work to hours of results.Popular blogBeyond RAG: Why Enterprises Need More Than RetrievalLearn why retrieval-based AI falls short for enterprise needs, and how CleeAI’s LKM™ builds compliant, explainable AI systems that scale across data, teams, and operations—without fragile pipelines.Read full blogLatest from our blogsBuilding the Future of Intelligent EnterpriseDiscover how forward-thinking organisations are transforming operations with AI that delivers measurable impact in minutes, not months.September 1, 2025The Enterprise AI Architecture That Actually Understands Your Business LogicWhen your enterprise needs AI that reasons through workflows, not just generates responses based on text patterns. Discover the architectural difference between text prediction and genuine business intelligence.August 12, 2025From Hype to Results: Evaluating AI Sales Agent ApproachesFrom legal services to finance, AI sales agents show promise but struggle with context when built on generic LLMs. Our evaluation shows that structured reasoning, layered with AI, creates transparent, scalable, and trustworthy lead qualification.July 30, 202594% Sales Pipeline Accuracy Sounds Great Until It Costs You £50KYour CRM shows 94% pipeline accuracy, but three major deals fall through, costing £50K. The problem isn't poor salesmanship—it's the gap between statistical accuracy and business relevancy in AI-powered sales systems that miss critical context.July 16, 2025Why Your Compliance Team Secretly Hates Your AI Tool (And What Actually Works)Your compliance team won't tell you this: your AI tool is making their job harder. McKinsey shows AI compliance failures cost firms $35.2M on average. The issue isn't accuracy—it's relevancy. Perfect grammar with irrelevant content is expensive theatre.May 12, 20255 Enterprise AI Use Cases You Can Deploy in Days—Not MonthsMost enterprise AI projects move at the pace of procurement—not innovation. Here are five high-impact use cases you can actually deploy this quarter—with explainability, compliance, and scale built in from day one.May 8, 2025How to Build an Enterprise AI Stack That Doesn’t Break in ProductionEnterprise AI doesn’t fail in the lab. It fails at rollout. Here’s how to build an AI stack that holds up under real data, real users, and real stakes—without adding another Frankenstein pipeline to your architecture.May 5, 2025AI That Builds AI: Why Enterprises Are Done With PromptsPrompt engineering won’t scale. Enterprises are replacing handcrafted instructions with infrastructure that generates logic, builds products, and delivers value—automatically. This is the real future of AI: systems that build themselves.May 1, 2025“AI Infrastructure” Is the New Cloud. Here's Why Enterprises Can't Ignore It.Most AI projects fail—not because the model was wrong, but because the infrastructure was missing. Welcome to the era where AI isn’t just code or compute—it’s a system that thinks, adapts, and scales with your business.April 4, 2025From Zero to Deployed: What Makes LKM So Fast?Traditional AI takes months to deploy. LKM™ changes that. This article explores how CleeAI’s LKM delivers fully compliant, production-ready AI tools in minutes—by transforming business intent into structured, explainable logic.March 28, 2025Explainability by Design: Why LKM Is Built for ComplianceIn enterprise AI, trust isn’t optional — it’s operational. This article explores how CleeAI’s LKM™ delivers explainability by design, enabling traceable, auditable, and compliant AI systems that scale without compromise.March 24, 2025The Infrastructure Era of AI: What Comes After LLMsAs enterprises outgrow the limits of large language models, a new era is emerging — one built on structure, trust, and explainability. In this article, we explore why AI infrastructure, not just generation, is key to enterprise success — and how CleeAI’s LKM™ delivers it.March 21, 2025Beyond RAG: Why Enterprises Need More Than RetrievalLearn why retrieval-based AI falls short for enterprise needs, and how CleeAI’s LKM™ builds compliant, explainable AI systems that scale across data, teams, and operations—without fragile pipelines.Request early accessWe're onboarding a small number of enterprise teams for our early access programme. Join the waitlist to be first. No spam. Early access teams are selected individually.LinkedInPrivacy PolicyTerms and ConditionsCopyright © 2025 CleeAI Limited. All Rights Reserved. About cookies on this siteWelcome! We use cookies to improve your experience and analyse site usage. By clicking 'I Understand', you agree to our use of cookies. You can manage your preferences anytime. To know more, visitPrivacy PolicyI understandManage cookiesAbout cookies on this site❮❯CategoriesCookie declarationCookies used on the site are categorised and below you can read about each category and allow or deny some or all of them. When categories than have been previously allowed are disabled, all cookies assigned to that category will be removed from your browser. Additionally you can see a list of cookies assigned to each category and detailed information in the cookie declaration.Privacy PolicyI understandI declineNecessary cookiesSome cookies are required to provide core functionality. The website won't function properly without these cookies and they are enabled by default and cannot be disabled.CloudflareCloudflare is a global network designed to make everything you connect to the Internet secure, private, fast, and reliable.__cf_bm_cfuvid_cfuvid_cfuvidCookieHubCookieHub is a Consent Management Platform (CMP) which allows users to control storage and processing of personal information.Privacy PolicycookiehubPreferencesPreference cookies enables the web site to remember information to customize how the web site looks or behaves for each user. This may include storing selected currency, region, language or color theme.Analytical cookiesAnalytical cookies help us improve our website by collecting and reporting information on its usage.Google AnalyticsGoogle Analytics is a web analytics service offered by Google that tracks and reports website traffic.Privacy Policy_ga_*_gaHubSpotHubSpot is a CRM platform that provides tools for marketing, sales, and customer service.Privacy Policy__hstchubspotutk__hssrc__hsscPostHog AnalyticsPostHog is a product analytics suite built for the modern enterprise, with the differentiators of being open source and having a broader view of the tools needed to make a product successful.ph_phc_*Marketing cookiesMarketing cookies are used to track visitors across websites to allow publishers to display relevant and engaging advertisements. By enabling marketing cookies, you grant permission for personalized advertising across various platforms.Meta PixelA piece of code that lets businesses measure, optimise and build audiences for advertising campaigns.Privacy Policy_fbpLinkedIn InsightThe LinkedIn Insight tag powers conversion tracking, website audiences, and website demographics within the LinkedIn system.Privacy Policybcookieli_gclidcAnalyticsSyncHistoryUserMatchHistorybscookieOther cookiesThe cookies in this category have not yet been categorized and the purpose may be unknown at this time.Cookies used on the site are categorized and below you can read about each category and allow or deny some or all of them. When categories than have been previously allowed are disabled, all cookies assigned to that category will be removed from your browser. 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This is the main cookie for tracking visitors. It contains the domain, utk, initial timestamp (first visit), last timestamp (last visit), current timestamp (this visit), and session number (increments for each subsequent session).hubspotutk.cleeai.comHubSpot180 daysThis cookie name is associated with websites built on the HubSpot platform. This cookie is used to keep track of a visitor's identity. This cookie is passed to HubSpot on form submission and used when deduplicating contacts.__hssrc.cleeai.comHubSpotSessionThis cookie name is associated with websites built on the HubSpot platform. Whenever HubSpot changes the session cookie, this cookie is also set to determine if the visitor has restarted their browser. If this cookie does not exist when HubSpot manages cookies, it is considered a new session.__hssc.cleeai.comHubSpot1 hourThis cookie name is associated with websites built on the HubSpot platform. This cookie keeps track of sessions. This is used to determine if HubSpot should increment the session number and timestamps in the __hstc cookie. It contains the domain, viewCount (increments each pageView in a session), and session start timestamp.ph_phc_.cleeai.comPostHog, Inc.365 daysUsed by Posthog Analytics to get insights into their user behaviorMarketing cookiesMarketing cookies are used to track visitors across websites to allow publishers to display relevant and engaging advertisements. By enabling marketing cookies, you grant permission for personalized advertising across various platforms.Marketing cookiesNameHostnameVendorExpiry_fbp.cleeai.comMeta Platforms90 daysFacebook Pixel advertising first-party cookie. 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The control layer won't.The infrastructure layer above your entire LLM stack - built to eliminate AI waste, enforce verified accuracy, and prevent data leakage before outputs ever reach production.Join the waitlistSee use cases$8.3BIn avoidable AI infrastructure cost every year - on a $12B/yr baseline, before query volumes triple.33%Of the time, AI produces wrong answers. In regulated industries, that is not a product bug - it is a liability.82%Of AI tools fail financial risk and compliance standards - turning governance into a  deployment blocker.The problemEnterprise AI fails when it matters most.LLMs are powerful pattern machines - but they have no concept of cost, truth, or containment. At enterprise scale, that gap is not a limitation - it is a structural risk.Cost efficiency"Why is our AI infrastructure cost rising?"LLM‍Every query hits the most expensive model. Costs compound fast.CleeAILKM™ routes to the right model. Verification only where needed.Correctness"Summarise the findings of this clinical trial"LLM‍Generates convincing answers for studies that don't exist.CleeAIVerifies against confirmed sources. States when evidence is absent.Governance"Which accounts could bypass AML thresholds?"LLM‍Assists regulatory evasion. Proprietary data leaks 33% of the time.CleeAIIntercepts before the model sees it. Full audit trail on every query.The TechnologyNot another LLM. A layer above them.The Large Knowledge Model™ sits between every application and every AI model.Architecture StackTop: Application layerYour product, your users, your prompts|Middle: LKM™Knowledge Operating Layer:Cost · Correctness · Governance - enforced before output|Bottom: Foundation modelGPT, Claude, Gemini - your choiceCost EfficiencyCorrectnessGovernanceBuilt by leaders fromOur team brings decades of experience from the world's most innovative companiesLeadership"The intelligence layer is becoming a utility. The company that owns the effciency and routing layer will control the enterprise AI market."Annika Monari⏤Founder of CleeAI, Forbes 30 under 30Use CasesWhere the stakes are real.Five scenarios across the industries where AI failure is not a product bug - it is a regulatory event, a misdiagnosis, or a financial loss.Accuracy · Clinical & PharmaPreventing hallucinated medical evidenceClinical researchers ask about specific studies and trial outcomes. CleeAI verifies every query against confirmed publications, identifies whether referenced studies exist, and states explicitly when evidence is absent.LLM Risk‍LLM generates a convincing summary for a study that does not exist, presenting fabricated findings as confirmed published research.Accuracy · Financial ResearchPreventing invented financial metricsWhen users request specific margins, growth rates, or forward-looking figures, CleeAI returns values grounded in disclosures. If a metric is not publicly reported, it clearly states its absence rather than inferring or estimating.LLM Risk‍LLM produces precise-looking metrics by inferring from peers or trends, presenting them as sourced facts despite no official disclosure.Safety · Banking & FinanceStopping regulatory evasion requestsCompliance teams and bad actors alike can query AI for AML monitoring logic. CleeAI intercepts these requests before they reach the model, enforces compliance policy at the infrastructure layer, and explains why.LLM Risk‍LLM produces AML detection logic with exact thresholds and scoring weights, exposing enough operational detail to reverse-engineer controls.Governance · Banking ComplianceEliminating rule drift in AML and KYC evaluationsCompliance teams evaluate customer profiles against defined AML and KYC rules. CleeAI applies each rule exactly as stated, without introducing unstated assumptions, and returns the same compliant decision on every evaluation.LLM Risk‍LLM introduces unstated logic when evaluating transactions, applying assumptions beyond the rule and producing inconsistent outcomes.Consistency · Financial ResearchBlocking non-existent analyst reportsFinancial analysts often reference named reports or forecasts. CleeAI verifies that the source exists and is retrievable before responding, and only summarises confirmed documents, rejecting prompts based on fabricated or unverified reports.LLM Risk‍LLM accepts a cited report at face value and generates a convincing summary, even when the report does not exist or cannot be verified.Your use caseSee what CleeAI does with your dataEvery high-stakes AI deployment has its own failure mode. Work with our team to map yours - and see how the LKM performs against your compliance environment, your models, and your policies before you commit.A small number of enterprise teams are being onboarded for early access. Selected individually.Request early access →Why nowThe AI economic model doesn't hold.Query volumes are growing at 3.2×/yr. Governance frameworks are arriving. Enterprise teams are stalling on trust. The window to control the infrastructure layer is closing.· Infrastructure · Inference spend is outpacing AI value.Enterprise AI costs are scaling exponentially with adoption. Without a control layer, organisations default every query to the most expensive model - paying to run hallucinations at scale on a $12B/yr baseline that grows 3.2×/yr. (Source: Leaked Azure Data, Nov 2025; Epoch AI, 2025)· Regulation · Regulatory obligations are becoming hard requirements.The EU AI Act, FCA and FDA sector guidance, and emerging US federal requirements are creating enforceable obligations around explainability, auditability, and data control. 82% of AI tools currently fail financial risk standards. (Source: IBM, 2025)· Trust · Reliability is blocking enterprise deployment.The primary barrier to AI adoption in regulated industries is not capability - it is trust. Enterprise teams spend $14,200 per employee per year verifying whether AI outputs are safe to use. CleeAI is the trust layer that unblocks deployment. (Source: AllAboutAI, 2026)Basic PlanPerfect for beginners and explorer.FreeManage up to 5 users with this plan.Get StartedFeatures:Simplify HR with toolsAttendance, and leave managementAccess basic reportingPro PlanPerfect for beginners and explorer.$199/ per monthManage up to 20 users with this plan.Get StartedFeatures:Simplify HR with toolsAttendance, and leave managementAccess basic reportingEnterprise PlanPerfect for beginners and explorer.$399/ per monthManage up to 50 users with this plan.Get StartedFeatures:Simplify HR with toolsAttendance, and leave managementAccess basic reportingRequest early accessWe're onboarding a small number of enterprise teams for our early access programme. Join the waitlist to be first. No spam. Early access teams are selected individually.LinkedInPrivacy PolicyTerms and ConditionsCopyright © 2026 CleeAI Limited. All Rights Reserved. About cookies on this siteWelcome! We use cookies to improve your experience and analyse site usage. By clicking 'I Understand', you agree to our use of cookies. You can manage your preferences anytime. To know more, visitPrivacy PolicyI understandManage cookiesAbout cookies on this site❮❯CategoriesCookie declarationCookies used on the site are categorised and below you can read about each category and allow or deny some or all of them. When categories than have been previously allowed are disabled, all cookies assigned to that category will be removed from your browser. Additionally you can see a list of cookies assigned to each category and detailed information in the cookie declaration.Privacy PolicyI understandI declineNecessary cookiesSome cookies are required to provide core functionality. The website won't function properly without these cookies and they are enabled by default and cannot be disabled.CloudflareCloudflare is a global network designed to make everything you connect to the Internet secure, private, fast, and reliable.__cf_bm_cfuvid_cfuvid_cfuvidCookieHubCookieHub is a Consent Management Platform (CMP) which allows users to control storage and processing of personal information.Privacy PolicycookiehubPreferencesPreference cookies enables the web site to remember information to customize how the web site looks or behaves for each user. This may include storing selected currency, region, language or color theme.Analytical cookiesAnalytical cookies help us improve our website by collecting and reporting information on its usage.Google AnalyticsGoogle Analytics is a web analytics service offered by Google that tracks and reports website traffic.Privacy Policy_ga_*_gaHubSpotHubSpot is a CRM platform that provides tools for marketing, sales, and customer service.Privacy Policy__hstchubspotutk__hssrc__hsscPostHog AnalyticsPostHog is a product analytics suite built for the modern enterprise, with the differentiators of being open source and having a broader view of the tools needed to make a product successful.ph_phc_*Marketing cookiesMarketing cookies are used to track visitors across websites to allow publishers to display relevant and engaging advertisements. By enabling marketing cookies, you grant permission for personalized advertising across various platforms.Meta PixelA piece of code that lets businesses measure, optimise and build audiences for advertising campaigns.Privacy Policy_fbpLinkedIn InsightThe LinkedIn Insight tag powers conversion tracking, website audiences, and website demographics within the LinkedIn system.Privacy Policybcookieli_gclidcAnalyticsSyncHistoryUserMatchHistorybscookieOther cookiesThe cookies in this category have not yet been categorized and the purpose may be unknown at this time.Cookies used on the site are categorized and below you can read about each category and allow or deny some or all of them. When categories than have been previously allowed are disabled, all cookies assigned to that category will be removed from your browser. 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