{"title":"STRATEGIC ENGAGEMENTS","description":"\u003cp\u003eStart with the problem that keeps returning. Each engagement addresses a different business need; choose the branch that fits your situation.\u003c\/p\u003e\n\u003ch2\u003eDecisions\u003c\/h2\u003e\n\u003cp\u003eImportant decisions keep returning because judgment, authority, or context has not transferred. \u003ca href=\"\/products\/decision-return-diagnostic\"\u003eExplore the Decision Return Diagnostic\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eOperations\u003c\/h2\u003e\n\u003cp\u003eTools, workarounds, repeated questions, and manual handoffs are creating avoidable friction. \u003ca href=\"\/products\/ai-business-operating-system\"\u003eExplore the AI Business Operating System\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eEvidence\u003c\/h2\u003e\n\u003cp\u003eThe information exists, but it is fragmented across records, communications, timelines, and competing claims. \u003ca href=\"\/products\/evidence-intelligence-engagement\"\u003eExplore Evidence Intelligence\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eCustomer questions\u003c\/h2\u003e\n\u003cp\u003eYour team repeatedly answers questions your digital systems should already be handling. \u003ca href=\"\/products\/ai-chatbot-development\"\u003eExplore AI Chatbot Development\u003c\/a\u003e.\u003c\/p\u003e\n\u003cp\u003eNot sure which engagement fits? \u003ca href=\"\/pages\/contact\"\u003eDiscuss your situation\u003c\/a\u003e, or use the optional \u003ca href=\"\/pages\/operating-diagnostic\"\u003eFree Operating Diagnostic\u003c\/a\u003e.\u003c\/p\u003e","products":[{"product_id":"evidence-intelligence-engagement","title":"Evidence Intelligence Engagement","description":"\u003ch3\u003eBefore you purchase\u003c\/h3\u003e\n\u003cp\u003ePlease contact us to confirm fit, scope, and availability. We confirm your start date and required inputs in writing before work begins.\u003c\/p\u003e\n\u003cp\u003eIf you purchase before confirmation, payment does not authorize us to start. You may cancel for a full refund before work begins. If we cannot accept the engagement within the published scope or agree on a start date, you may choose a full refund.\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/liminalco.io\/pages\/contact\"\u003eConfirm fit and availability\u003c\/a\u003e · \u003ca href=\"https:\/\/liminalco.io\/policies\/refund-policy\"\u003eCancellation and refund policy\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eEntry engagement — $500\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eTurn a fragmented record into an organized, traceable foundation for review and judgment.\u003c\/p\u003e\n\u003ch2\u003ePurchase scope\u003c\/h2\u003e\n\u003cp\u003eCovers one matter and up to 25 files totaling 100 pages of readable source material. Includes an organized source library, file-level evidence index, chronology with source references, gaps and inconsistencies summary, and one consolidated correction round.\u003c\/p\u003e\n\u003cp\u003eFirst delivery within seven business days after complete intake is accepted. Expanded review and specialist processing are quoted separately. Legal advice is excluded.\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/liminalco.io\/pages\/contact\"\u003eDiscuss fit before purchasing\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eEngagement overview\u003c\/h2\u003e\n\u003cp\u003eImportant decisions can stall when the underlying information is scattered across documents, correspondence, images, and competing accounts.\u003c\/p\u003e\n\u003cp\u003eEvidence Intelligence organizes the supplied record around one defined matter or decision. We preserve source context, connect material events to their supporting records, and identify gaps or inconsistencies that need closer examination.\u003c\/p\u003e\n\u003cp\u003eYou receive a navigable evidence package that helps the appropriate person review the record and exercise judgment. Findings remain grounded in the material supplied; an incomplete record is identified as incomplete.\u003c\/p\u003e\n\u003ch2\u003eIncluded scope\u003c\/h2\u003e\n\u003cp\u003eThe entry engagement covers:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOne defined matter or decision\u003c\/li\u003e\n\u003cli\u003eUp to 25 supplied files totaling 100 pages\u003c\/li\u003e\n\u003cli\u003eReadable PDFs, documents, emails, or images containing legible text\u003c\/li\u003e\n\u003cli\u003eIntake review and confirmation of the source set\u003c\/li\u003e\n\u003cli\u003eFile classification and organization\u003c\/li\u003e\n\u003cli\u003eA file-level evidence index\u003c\/li\u003e\n\u003cli\u003eA chronology of material events with source references\u003c\/li\u003e\n\u003cli\u003eA concise summary of information gaps and inconsistencies\u003c\/li\u003e\n\u003cli\u003eHuman quality review and organized digital delivery\u003c\/li\u003e\n\u003cli\u003eOne consolidated correction round\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eWe confirm how emails, attachments, spreadsheets, and other nonstandard files count toward the allowance before payment. Both the file and page limits apply.\u003c\/p\u003e\n\u003ch2\u003eWhat you receive\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eOrganized source library\u003c\/strong\u003e\u003cbr\u003eA structured set of the supplied files, with consistent naming and a clear relationship to the original sources.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFile-level evidence index\u003c\/strong\u003e\u003cbr\u003eA navigable inventory identifying each file and its relevance to the defined matter.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eChronology with source references\u003c\/strong\u003e\u003cbr\u003eA sequence of material events supported by references to the supplied record. Uncertain dates or conflicting accounts are identified.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eGaps and inconsistencies summary\u003c\/strong\u003e\u003cbr\u003eA concise account of missing information, conflicting records, and questions that require further evidence or human judgment.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003ePackage overview\u003c\/strong\u003e\u003cbr\u003eA short guide to the assembled record, its structure, and its limitations.\u003c\/p\u003e\n\u003ch2\u003eHow the engagement works\u003c\/h2\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cstrong\u003eDefine the review.\u003c\/strong\u003e Establish the matter, intended audience, and decision the record must support.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eConfirm intake.\u003c\/strong\u003e Check readability, source volume, and the agreed boundaries.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eOrganize the record.\u003c\/strong\u003e Classify files and build the evidence index.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eConnect events to sources.\u003c\/strong\u003e Develop the chronology and relevant cross-references.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eReview the evidence.\u003c\/strong\u003e Identify material gaps, inconsistencies, and limits in the supplied record.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDeliver for judgment.\u003c\/strong\u003e Provide the organized package for review by the client and any appropriate adviser.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eDelivery and corrections\u003c\/h2\u003e\n\u003cp\u003ePlease confirm the start date and source allowance before purchasing. In all cases, we confirm the engagement in writing before work begins.\u003c\/p\u003e\n\u003cp\u003eFirst delivery is due within \u003cstrong\u003eseven business days after the agreed source set is received and accepted as complete\u003c\/strong\u003e. The delivery clock pauses while we await required client information or responses.\u003c\/p\u003e\n\u003cp\u003eSubmit one consolidated correction request within five business days of delivery. We return corrections within three business days of receiving that feedback. This round covers factual corrections, source-reference corrections, and clarification within the agreed record. New sources or expanded analysis receive a separate quote.\u003c\/p\u003e\n\u003ch2\u003eWhat requires a separate scope\u003c\/h2\u003e\n\u003cp\u003eThe entry engagement does not include:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdditional matters or material beyond the agreed source allowance\u003c\/li\u003e\n\u003cli\u003eAudio or video transcription\u003c\/li\u003e\n\u003cli\u003eExtensive OCR, handwriting recovery, or document restoration\u003c\/li\u003e\n\u003cli\u003eExternal research or collection of additional evidence\u003c\/li\u003e\n\u003cli\u003eForensic authentication or verification of source provenance\u003c\/li\u003e\n\u003cli\u003eLegal advice, legal strategy, or representation\u003c\/li\u003e\n\u003cli\u003eExpert testimony, legal filings, or a guarantee of admissibility\u003c\/li\u003e\n\u003cli\u003eOngoing updates as new records arrive\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho it is for\u003c\/h2\u003e\n\u003cp\u003eIndividuals, business owners, attorneys, investigators, and organizations managing a dispute, claim, review, negotiation, or consequential decision whose underlying record needs disciplined organization.\u003c\/p\u003e\n\u003ch2\u003eRelated engagements\u003c\/h2\u003e\n\u003cp\u003eEvidence Intelligence can stand alone.\u003c\/p\u003e\n\u003cp\u003eIf the organized record reveals a broader operating problem, an \u003ca href=\"https:\/\/liminalco.io\/products\/ai-business-operating-system\"\u003e\u003cstrong\u003eAI Business Operating System\u003c\/strong\u003e\u003c\/a\u003e engagement may help examine the workflow behind it. If a recurring decision returns to the founder because judgment or authority has not transferred, the \u003ca href=\"https:\/\/liminalco.io\/products\/decision-return-diagnostic\"\u003e\u003cstrong\u003eDecision Return Diagnostic\u003c\/strong\u003e\u003c\/a\u003e may be appropriate.\u003c\/p\u003e\n\u003cp\u003eFurther work follows the evidence and requires a separate scope.\u003c\/p\u003e\n\u003ch2\u003eFrequently asked questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eWhat does the $500 payment buy?\u003c\/strong\u003e\u003cbr\u003eIt buys the defined entry package for one matter, within the agreed limit of 25 files and 100 pages. Expanded work is quoted separately.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWhat if I do not know how much material I have?\u003c\/strong\u003e\u003cbr\u003eDiscuss the source set with us before purchasing. We confirm how the material will be counted and whether it fits the entry scope.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eCan you work with scans or photographs?\u003c\/strong\u003e\u003cbr\u003eYes, when the relevant text is legible. Material requiring extensive extraction, restoration, or handwriting recovery needs a separate scope.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDo you determine which account is true?\u003c\/strong\u003e\u003cbr\u003eWe organize the supplied record, connect claims to sources, and identify conflicts and missing evidence. Conclusions remain limited by the evidence available and the agreed scope.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs this legal advice or representation?\u003c\/strong\u003e\u003cbr\u003eNo. Legal interpretation, strategy, and representation remain with the appropriate qualified professional.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eCan you guarantee an outcome?\u003c\/strong\u003e\u003cbr\u003eNo. The engagement improves the organization and traceability of the record. It does not guarantee a legal, financial, or business result.\u003c\/p\u003e\n\u003ch2\u003eOwnership and access\u003c\/h2\u003e\n\u003cp\u003eYou own your source material, private information, and client-specific evidence package. LIMINAL retains ownership of its methodology.\u003c\/p\u003e\n\u003cp\u003eWe agree on the transfer method, delivery formats, and any access required before intake. You control and may revoke system access. No additional platform is introduced without an agreed need.\u003c\/p\u003e","brand":"LIMINAL","offers":[{"title":"Default Title","offer_id":43041404223582,"sku":"EIE-001","price":500.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0668\/0546\/5182\/files\/e0870ee1-fa38-4d54-a5ff-49c283e1f4ec.png?v=1784819901"},{"product_id":"ai-chatbot-development","title":"AI Chatbot Development","description":"\u003ch3\u003eBefore you purchase\u003c\/h3\u003e\n\u003cp\u003ePlease contact us to confirm fit, scope, and availability. We confirm your start date and required inputs in writing before work begins.\u003c\/p\u003e\n\u003cp\u003eIf you purchase before confirmation, payment does not authorize us to start. You may cancel for a full refund before work begins. If we cannot accept the engagement within the published scope or agree on a start date, you may choose a full refund.\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/liminalco.io\/pages\/contact\"\u003eConfirm fit and availability\u003c\/a\u003e · \u003ca href=\"https:\/\/liminalco.io\/policies\/refund-policy\"\u003eCancellation and refund policy\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eEntry engagement — $300\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eGive customers clearer answers and a reliable route to human help.\u003c\/p\u003e\n\u003ch2\u003ePurchase scope\u003c\/h2\u003e\n\u003cp\u003eCovers one website and language: up to 15 approved FAQs from five supplied website pages, one inquiry-capture form, and one human-handoff route in Tidio\/Lyro. Includes installation support, testing, handoff notes, and one consolidated refinement round.\u003c\/p\u003e\n\u003cp\u003eReady for review within five business days after content, access, and the required platform subscription are ready. Platform fees are paid separately. Custom integrations and ongoing maintenance require a separate quote.\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/liminalco.io\/pages\/contact\"\u003eDiscuss fit before purchasing\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eEngagement overview\u003c\/h2\u003e\n\u003cp\u003eWhen the same customer questions keep reaching your team, the cause may be missing information, unclear routing, or an unsupported handoff. We review those questions and the existing customer journey before configuring an assistant.\u003c\/p\u003e\n\u003cp\u003eWhere a chatbot is appropriate, we configure it to answer from approved business information, capture useful inquiries, and route uncertain or consequential questions to a person.\u003c\/p\u003e\n\u003cp\u003eThe aim is fewer avoidable interruptions and a clearer next step for the customer.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eOptimize the trusted stack before introducing another one.\u003c\/strong\u003e We review the capabilities already available. If the existing system is the better fit, we discuss that before introducing another platform.\u003c\/p\u003e\n\u003ch2\u003eIncluded scope\u003c\/h2\u003e\n\u003cp\u003eThe entry engagement covers:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOne business and one website\u003c\/li\u003e\n\u003cli\u003eOne language\u003c\/li\u003e\n\u003cli\u003eOne client-owned Tidio\/Lyro account\u003c\/li\u003e\n\u003cli\u003eUp to 15 approved FAQs, using up to five supplied website pages\u003c\/li\u003e\n\u003cli\u003eBasic brand voice and response guidance\u003c\/li\u003e\n\u003cli\u003eOne inquiry-capture form\u003c\/li\u003e\n\u003cli\u003eOne human-handoff route\u003c\/li\u003e\n\u003cli\u003eConfiguration using native platform features supported by the client’s plan\u003c\/li\u003e\n\u003cli\u003eWebsite installation support\u003c\/li\u003e\n\u003cli\u003eLaunch testing and handoff notes\u003c\/li\u003e\n\u003cli\u003eOne consolidated refinement round\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eYou provide accurate source content and approve the answers, inquiry fields, and handoff destination before launch. Substantial content development requires a separate scope.\u003c\/p\u003e\n\u003ch2\u003eWhat you receive\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eConfigured customer assistant\u003c\/strong\u003e\u003cbr\u003eA Tidio\/Lyro configuration for the agreed website and use cases.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eApproved FAQ source set\u003c\/strong\u003e\u003cbr\u003eUp to 15 FAQs grounded in the supplied business information.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eResponse guidance and boundaries\u003c\/strong\u003e\u003cbr\u003eInstructions covering voice, approved information, uncertainty, and matters requiring human attention.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eInquiry capture and handoff\u003c\/strong\u003e\u003cbr\u003eOne native inquiry form and one defined route to the appropriate person.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eTesting and handoff notes\u003c\/strong\u003e\u003cbr\u003eA record of launch checks, configuration notes, known limitations, and guidance for maintaining the approved information.\u003c\/p\u003e\n\u003ch2\u003eHow the engagement works\u003c\/h2\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cstrong\u003eExamine the questions.\u003c\/strong\u003e Review repeated customer inquiries, existing answers, and current routing.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDefine the boundaries.\u003c\/strong\u003e Agree on what the assistant may answer, what it must capture, and what must reach a person.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePrepare the content.\u003c\/strong\u003e Organize the supplied information and obtain approval for the FAQ set.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eConfigure the experience.\u003c\/strong\u003e Set up answers, inquiry capture, and human handoff using the agreed native features.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eVerify the behavior.\u003c\/strong\u003e Test supported, uncertain, unsupported, and out-of-scope questions.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eReview and hand off.\u003c\/strong\u003e Complete the included refinement round and provide the agreed configuration and notes. You authorize launch.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eDelivery and refinements\u003c\/h2\u003e\n\u003cp\u003ePlease confirm the start date and platform requirements before purchasing. In all cases, we confirm the engagement in writing before work begins.\u003c\/p\u003e\n\u003cp\u003eThe configuration is ready for client review within \u003cstrong\u003efive business days after the approved content, required access, and necessary platform subscription are ready\u003c\/strong\u003e, whichever occurs last. The delivery clock pauses while we await required client information, approval, or access.\u003c\/p\u003e\n\u003cp\u003eSubmit one consolidated refinement request within five business days of delivery. We return refinements within three business days of receiving that feedback. This round covers the agreed FAQs, guidance, form, and handoff route. New sources, flows, or requirements receive a separate quote.\u003c\/p\u003e\n\u003cp\u003eLaunch timing depends on client approval and any website changes the client or its provider must complete.\u003c\/p\u003e\n\u003ch2\u003ePlatform and additional costs\u003c\/h2\u003e\n\u003cp\u003eThe $300 entry engagement uses Tidio\/Lyro. Required third-party subscriptions are paid by the client.\u003c\/p\u003e\n\u003cp\u003eThe account and plan must support the agreed features. We confirm those requirements before implementation. A different platform requires an agreed scope and quote.\u003c\/p\u003e\n\u003ch2\u003eWhat requires a separate scope\u003c\/h2\u003e\n\u003cp\u003eThe entry engagement does not include:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eAdditional websites, businesses, or languages\u003c\/li\u003e\n\u003cli\u003eMore than 15 FAQs or five source pages\u003c\/li\u003e\n\u003cli\u003eAdditional forms, handoff routes, or custom conversation flows\u003c\/li\u003e\n\u003cli\u003eCustom-coded applications or integrations\u003c\/li\u003e\n\u003cli\u003eTransactional actions such as taking payment, changing orders, or making commitments\u003c\/li\u003e\n\u003cli\u003eSubstantial content writing or knowledge-base development\u003c\/li\u003e\n\u003cli\u003eOngoing monitoring, content updates, or maintenance\u003c\/li\u003e\n\u003cli\u003eGuaranteed response accuracy or uninterrupted third-party service\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho it is for\u003c\/h2\u003e\n\u003cp\u003eSmall businesses, professional practices, founders, and service organizations receiving recurring customer questions or losing useful inquiries through inconsistent responses and unclear routing.\u003c\/p\u003e\n\u003cp\u003eIt is best suited to a small, well-defined set of questions supported by accurate business information and an available human escalation path.\u003c\/p\u003e\n\u003ch2\u003eRelated engagements\u003c\/h2\u003e\n\u003cp\u003eThis engagement can stand alone when the customer-question problem is clear.\u003c\/p\u003e\n\u003cp\u003eIf the evidence points to a broader workflow or information problem, \u003ca href=\"https:\/\/liminalco.io\/products\/ai-business-operating-system\"\u003e\u003cstrong\u003eAI Business Operating System\u003c\/strong\u003e\u003c\/a\u003e may be appropriate. It is optional and is not a prerequisite.\u003c\/p\u003e\n\u003cp\u003eThe selected intervention follows the problem.\u003c\/p\u003e\n\u003ch2\u003eFrequently asked questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eWhat does the $300 payment buy?\u003c\/strong\u003e\u003cbr\u003eIt buys the defined entry configuration, installation support, testing, handoff notes, and one refinement round. Platform subscriptions are paid separately.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eIs this a custom-coded chatbot?\u003c\/strong\u003e\u003cbr\u003eNo. The entry engagement configures native Tidio\/Lyro capabilities. Custom development requires a separate scope.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eCan we use our existing platform?\u003c\/strong\u003e\u003cbr\u003eWe review that first. If it is the better fit, we agree on a scope before proceeding. The published $300 package specifically covers Tidio\/Lyro.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eCan it answer anything?\u003c\/strong\u003e\u003cbr\u003eNo. It is configured around approved information and defined use cases. Unsupported, uncertain, or consequential questions should route to a person.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWill it take actions on behalf of the business?\u003c\/strong\u003e\u003cbr\u003eThe entry scope covers answers, inquiry capture, and human handoff. Transactions, changes to business records, and commitments are outside this package.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWho maintains it afterward?\u003c\/strong\u003e\u003cbr\u003eYou receive the agreed configuration and handoff notes. Ongoing monitoring, content updates, and optimization can be scoped separately.\u003c\/p\u003e\n\u003ch2\u003eOwnership and access\u003c\/h2\u003e\n\u003cp\u003eYou own your business content, customer data, and private operating intelligence. The Tidio\/Lyro account is client-owned. LIMINAL retains ownership of its methodology.\u003c\/p\u003e\n\u003cp\u003eWe identify the required permissions, handoff materials, platform limitations, and available export formats before implementation. You control and may revoke access. Portability depends on the platform’s actual capabilities.\u003c\/p\u003e","brand":"LIMINAL","offers":[{"title":"Default Title","offer_id":43042640789598,"sku":"ES-AIC-001","price":300.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0668\/0546\/5182\/files\/079fbe83-48a7-43f6-93ae-c987b8fc3e8e.png?v=1784819867"},{"product_id":"ai-business-operating-system","title":"AI Business Operating System","description":"\u003ch3\u003eBefore you purchase\u003c\/h3\u003e\n\u003cp\u003ePlease contact us to confirm fit, scope, and availability. We confirm your start date and required inputs in writing before work begins.\u003c\/p\u003e\n\u003cp\u003eIf you purchase before confirmation, payment does not authorize us to start. You may cancel for a full refund before work begins. If we cannot accept the engagement within the published scope or agree on a start date, you may choose a full refund.\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/liminalco.io\/pages\/contact\"\u003eConfirm fit and availability\u003c\/a\u003e · \u003ca href=\"https:\/\/liminalco.io\/policies\/refund-policy\"\u003eCancellation and refund policy\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eEntry engagement — $995\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eUnderstand why one recurring workflow keeps creating friction, and define a practical way to improve it.\u003c\/p\u003e\n\u003ch2\u003ePurchase scope\u003c\/h2\u003e\n\u003cp\u003eCovers one workflow within one team: discovery, review of up to 10 documents totaling 50 pages, a workflow map, operating recommendations, three prioritized interventions, and a findings session. Includes one consolidated revision.\u003c\/p\u003e\n\u003cp\u003eFirst delivery within 10 business days after discovery and receipt of complete inputs. Implementation, integrations, and expanded assessment are quoted separately.\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/liminalco.io\/pages\/contact\"\u003eDiscuss fit before purchasing\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eEngagement overview\u003c\/h2\u003e\n\u003cp\u003eRepeated questions, manual handoffs, workarounds, and disconnected records can make routine work depend on repeated human intervention. This engagement examines one recurring operating problem, identifies why it persists, and defines what needs to change.\u003c\/p\u003e\n\u003cp\u003eWe review real examples of the work, the evidence available to the team, how decisions are made, and where responsibility or information breaks down. You receive a practical operating design, three prioritized interventions, and measures for assessing whether the changes help.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eOptimize the trusted stack before introducing another one.\u003c\/strong\u003e We consider clearer processes, decision rights, handoffs, and better use of existing systems before recommending another platform. AI is considered where the evidence supports its role.\u003c\/p\u003e\n\u003ch2\u003eIncluded scope\u003c\/h2\u003e\n\u003cp\u003eThe entry engagement covers:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eOne recurring workflow within one team, involving up to three participating roles\u003c\/li\u003e\n\u003cli\u003eOne 60-minute discovery session\u003c\/li\u003e\n\u003cli\u003eReview of up to 10 supplied documents totaling 50 pages\u003c\/li\u003e\n\u003cli\u003eOne walkthrough of the existing system used for the selected workflow\u003c\/li\u003e\n\u003cli\u003eAssessment of information flow, handoffs, decision ownership, exceptions, and escalation\u003c\/li\u003e\n\u003cli\u003eThree prioritized interventions\u003c\/li\u003e\n\u003cli\u003eOne 30-minute findings session\u003c\/li\u003e\n\u003cli\u003eOne consolidated revision within the agreed scope\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWhat you receive\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eCurrent-state workflow map\u003c\/strong\u003e\u003cbr\u003eA clear account of how the selected work moves, who participates, what information is needed, and where it pauses or returns.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFindings on recurring friction\u003c\/strong\u003e\u003cbr\u003eAn explanation of the underlying causes supported by the examples and records reviewed, with uncertainties identified.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eRecommended operating design\u003c\/strong\u003e\u003cbr\u003eA proposed way to organize the work, including responsibilities, information requirements, decision boundaries, and escalation.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eThree prioritized interventions\u003c\/strong\u003e\u003cbr\u003eA practical sequence based on expected value, effort, risk, readiness, and reversibility. Recommendations begin with the systems the business already trusts.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eOutcome measures and learning record\u003c\/strong\u003e\u003cbr\u003eMeasures for evaluating the changes and a method for recording exceptions, results, and lessons from completed work.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eFindings session and final package\u003c\/strong\u003e\u003cbr\u003eA written summary, supporting materials, and a 30-minute discussion of the findings and next steps.\u003c\/p\u003e\n\u003ch2\u003eHow the engagement works\u003c\/h2\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cstrong\u003eDefine the problem.\u003c\/strong\u003e Select the recurring workflow, its consequences, and the outcome that matters.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eExamine the evidence.\u003c\/strong\u003e Review real examples, supplied records, existing systems, and the people involved.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDiagnose the friction.\u003c\/strong\u003e Identify why repetition, delay, rework, or unnecessary escalation persists.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eDesign the intervention.\u003c\/strong\u003e Define the operating change and retained human authority before selecting supporting tools.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePrioritize action.\u003c\/strong\u003e Present three interventions and a practical implementation sequence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePrepare for learning.\u003c\/strong\u003e Define how the business will record outcomes and improve the design.\u003c\/li\u003e\n\u003c\/ol\u003e\n\u003ch2\u003eDelivery and revisions\u003c\/h2\u003e\n\u003cp\u003ePlease confirm the start date before purchasing. In all cases, we confirm the engagement in writing before work begins.\u003c\/p\u003e\n\u003cp\u003eFirst delivery is due within \u003cstrong\u003e10 business days after the discovery session and receipt of all agreed inputs\u003c\/strong\u003e, whichever occurs later. The delivery clock pauses while we await required client information, access, or responses.\u003c\/p\u003e\n\u003cp\u003eSubmit one consolidated revision request within five business days of delivery. We return the revision within three business days of receiving that feedback. The revision covers clarification and changes within the agreed workflow and source set. Additional workflows, new sources, or expanded requirements receive a separate quote.\u003c\/p\u003e\n\u003ch2\u003eWhat requires a separate scope\u003c\/h2\u003e\n\u003cp\u003eThe entry engagement does not include:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eProduction automation, software development, or integrations\u003c\/li\u003e\n\u003cli\u003eA whole-company operating-system installation\u003c\/li\u003e\n\u003cli\u003eAdditional workflows, teams, or expanded document review\u003c\/li\u003e\n\u003cli\u003eDetailed recovery of founder judgment or a shadow-mode decision-loop pilot\u003c\/li\u003e\n\u003cli\u003eThird-party software subscriptions\u003c\/li\u003e\n\u003cli\u003eOngoing implementation management or monitoring\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eWho it is for\u003c\/h2\u003e\n\u003cp\u003eFounders, leadership teams, and service organizations whose work depends on repeated explanations, manual coordination, disconnected records, or recurring workarounds.\u003c\/p\u003e\n\u003cp\u003eIt is useful when the business can identify where work becomes difficult but needs evidence about why—and a practical intervention it can act on.\u003c\/p\u003e\n\u003ch2\u003eRelated engagements\u003c\/h2\u003e\n\u003cp\u003eThe problem determines the engagement.\u003c\/p\u003e\n\u003cp\u003eIf a recurring decision returns to the founder and requires detailed examination of judgment and authority, the \u003ca href=\"https:\/\/liminalco.io\/products\/decision-return-diagnostic\"\u003e\u003cstrong\u003eDecision Return Diagnostic\u003c\/strong\u003e\u003c\/a\u003e may be the more precise fit.\u003c\/p\u003e\n\u003cp\u003eIf fragmented records prevent a sound judgment, \u003ca href=\"https:\/\/liminalco.io\/products\/evidence-intelligence-engagement\"\u003e\u003cstrong\u003eEvidence Intelligence\u003c\/strong\u003e\u003c\/a\u003e may be appropriate.\u003c\/p\u003e\n\u003cp\u003eIf repeated customer questions are the defined problem and an assistant is justified, \u003ca href=\"https:\/\/liminalco.io\/products\/ai-chatbot-development\"\u003e\u003cstrong\u003eAI Chatbot Development\u003c\/strong\u003e\u003c\/a\u003e may fit.\u003c\/p\u003e\n\u003cp\u003eEach engagement can stand on its own.\u003c\/p\u003e\n\u003ch2\u003eFrequently asked questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes the $995 payment buy a complete system implementation?\u003c\/strong\u003e\u003cbr\u003eIt buys the defined entry assessment and operating-design package above. Build and implementation work require a separate written scope and quote.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDo I need to choose AI tools first?\u003c\/strong\u003e\u003cbr\u003eNo. We examine the problem and the existing stack before recommending tools.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWill every recommendation involve AI?\u003c\/strong\u003e\u003cbr\u003eNo. A clearer process, decision boundary, handoff, or better use of an existing system may be the appropriate intervention.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWhat do I need to provide?\u003c\/strong\u003e\u003cbr\u003eAn internal owner for the selected workflow, representative examples, the agreed documents, and access to a walkthrough of the current system. We confirm the intake requirements before work begins.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWhat happens afterward?\u003c\/strong\u003e\u003cbr\u003eYou may implement the recommendations internally or request a separate implementation scope. The delivered measures and learning record support evaluation as changes are put into practice.\u003c\/p\u003e\n\u003ch2\u003eOwnership and access\u003c\/h2\u003e\n\u003cp\u003eYou own your business data, private operating intelligence, and client-specific working records and configurations created through the engagement. LIMINAL retains ownership of its methodology.\u003c\/p\u003e\n\u003cp\u003eThe agreed scope identifies delivery formats, handoff requirements, and any system access needed. You control and may revoke that access.\u003c\/p\u003e","brand":"LIMINAL","offers":[{"title":"Default Title","offer_id":43042778972254,"sku":"ES-AIBOS-001","price":995.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0668\/0546\/5182\/files\/untethered-abos-workflow-assessment.png?v=1792453531"},{"product_id":"decision-return-diagnostic","title":"Decision Return Diagnostic","description":"\u003cp\u003e\u003cstrong\u003eFind out why delegated work keeps coming back to you.\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003eFor founder-led companies, the Decision Return Diagnostic examines one recurring decision: what information the team needs, what they can decide, and when they need your approval. You receive the six deliverables below, including a process design to test alongside real work while the authorized person keeps making the live decisions. This engagement covers the diagnostic and process design; a production automation build is not included.\u003c\/p\u003e\n\u003cp\u003eNot sure whether this fits your situation? \u003ca href=\"\/pages\/contact\"\u003eDiscuss your needs\u003c\/a\u003e.\u003c\/p\u003e\n\u003ch2\u003eYour team can do the work. The decision still returns to you.\u003c\/h2\u003e\n\u003cp\u003eA task has been delegated. The team begins the work. Then an exception appears, the available evidence becomes unclear, or someone has to decide what the standard requires.\u003c\/p\u003e\n\u003cp\u003eThe work returns to the founder.\u003c\/p\u003e\n\u003cp\u003eThe Decision Return Diagnostic identifies why that return keeps happening and designs one bounded decision loop the company can test safely in shadow mode.\u003c\/p\u003e\n\u003cp\u003eWe examine the standards, context, evidence, precedents, exceptions, and authority behind the decision. Then we translate the repeatable portion into clear decision rights, preparation requirements, escalation conditions, and a working operating design.\u003c\/p\u003e\n\u003cp\u003eThe purpose is not to remove the founder from every consequential decision. It is to stop routing decisions back to the founder when the company should already know how to prepare, decide, or escalate them.\u003c\/p\u003e\n\u003ch2\u003eWhat you receive\u003c\/h2\u003e\n\u003ch3\u003e1. Decision Return Map\u003c\/h3\u003e\n\u003cp\u003eA clear account of where the selected decision begins, why it returns, who touches it, what pauses while the team waits, and where authority is currently unclear.\u003c\/p\u003e\n\u003ch3\u003e2. Founder-Touch Baseline\u003c\/h3\u003e\n\u003cp\u003eA before-state record using the evidence available for the selected loop: founder touches, returned decisions, waiting time, overrides, revisions, rework, escalation, and relevant economic consequences.\u003c\/p\u003e\n\u003ch3\u003e3. Judgment Record\u003c\/h3\u003e\n\u003cp\u003eThe standards and context behind the decision, recovered from real approved, rejected, corrected, and exceptional cases—not inferred from a generic best-practice template.\u003c\/p\u003e\n\u003ch3\u003e4. Decision Rights and Escalation Matrix\u003c\/h3\u003e\n\u003cp\u003eA precise definition of:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ewhat the team may decide;\u003c\/li\u003e\n\u003cli\u003ewhat the team may prepare;\u003c\/li\u003e\n\u003cli\u003ewhat evidence is required;\u003c\/li\u003e\n\u003cli\u003ewhat may proceed within established boundaries;\u003c\/li\u003e\n\u003cli\u003ewhat must escalate;\u003c\/li\u003e\n\u003cli\u003ewho retains authority;\u003c\/li\u003e\n\u003cli\u003ewhat should not be delegated.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003e5. Shadow-Mode Decision Loop\u003c\/h3\u003e\n\u003cp\u003eOne bounded operating design that can be tested beside live work before authority changes. The loop may include an intake, evidence packet, decision brief, quality check, exception path, escalation step, and outcome record.\u003c\/p\u003e\n\u003ch3\u003e6. Measurement Plan\u003c\/h3\u003e\n\u003cp\u003eA defined method for determining whether routine founder involvement decreases without increasing overrides, rework, client escalation, missed exceptions, unauthorized commitments, or margin loss.\u003c\/p\u003e\n\u003ch2\u003eWhat shadow mode means\u003c\/h2\u003e\n\u003cp\u003eThe new loop prepares or recommends. The authorized human still makes the live decision.\u003c\/p\u003e\n\u003cp\u003eThe recommendation is compared with the actual decision, the evidence used, the reason for any disagreement, and the downstream outcome. Only decision lanes that demonstrate reliable reasoning and correct escalation should later receive greater operating authority.\u003c\/p\u003e\n\u003cp\u003eNo client or customer communication is automated through this pilot. No system receives authority merely because it can perform the task.\u003c\/p\u003e\n\u003ch2\u003eA strong first loop\u003c\/h2\u003e\n\u003cp\u003eThe selected loop must be:\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003erecurring enough to observe;\u003c\/li\u003e\n\u003cli\u003econsequential enough to matter;\u003c\/li\u003e\n\u003cli\u003ebounded enough to isolate;\u003c\/li\u003e\n\u003cli\u003esupported by real prior examples;\u003c\/li\u003e\n\u003cli\u003esafe enough to test in shadow mode;\u003c\/li\u003e\n\u003cli\u003ecapable of having its quality defined;\u003c\/li\u003e\n\u003cli\u003eowned by a real internal role after design;\u003c\/li\u003e\n\u003cli\u003ereversible if it performs poorly.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003ePossible loops include recurring scope questions, approval preparation, project-fit qualification, change-request triage, proposal readiness, internal review readiness, or another decision the company repeatedly returns to the founder.\u003c\/p\u003e\n\u003cp\u003eThe client’s actual burden determines the loop. LIMINAL does not impose a generic automation use case.\u003c\/p\u003e\n\u003ch2\u003eWhat this engagement does not include\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003ea whole-company operating-system installation;\u003c\/li\u003e\n\u003cli\u003eautonomous client communication;\u003c\/li\u003e\n\u003cli\u003elegal advice or contractual interpretation;\u003c\/li\u003e\n\u003cli\u003etransfer of licensed, fiduciary, life-safety, or otherwise regulated judgment;\u003c\/li\u003e\n\u003cli\u003eautomatic authority to waive fees, alter timelines, approve additional work, or make commitments;\u003c\/li\u003e\n\u003cli\u003ereplacement of the founder’s strategic, creative, ethical, or relationship authority;\u003c\/li\u003e\n\u003cli\u003ea production automation build;\u003c\/li\u003e\n\u003cli\u003ea promise that every form of judgment can be reduced to a rule.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch2\u003eAI’s role\u003c\/h2\u003e\n\u003cp\u003eAI may help retrieve approved precedent, organize evidence, check completeness, draft a decision brief, or flag an exception where the boundary is explicit.\u003c\/p\u003e\n\u003cp\u003eAI does not inherit authority merely because it can perform the task.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eThe system prepares. The appropriate human decides.\u003c\/strong\u003e\u003c\/p\u003e\n\u003ch2\u003eOwnership\u003c\/h2\u003e\n\u003cp\u003eThe client owns the standards, working records, decision history, configurations, and operating intelligence created through the engagement.\u003c\/p\u003e\n\u003cp\u003eLIMINAL does not make the company dependent on a closed system in order to preserve the judgment it helped uncover.\u003c\/p\u003e\n\u003ch2\u003eThe proof standard\u003c\/h2\u003e\n\u003cp\u003eA successful engagement must show both:\u003c\/p\u003e\n\u003ch3\u003eReduced founder dependence\u003c\/h3\u003e\n\u003cp\u003eFewer unnecessary founder touches, fewer decisions returning, less waiting, and less repeated explanation inside the selected loop.\u003c\/p\u003e\n\u003ch3\u003ePreserved quality and authority\u003c\/h3\u003e\n\u003cp\u003eNo unacceptable increase in overrides, rework, client escalation, missed exceptions, unauthorized decisions, or economic loss—and correct escalation of the decisions that still require human authority.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eReducing founder involvement while lowering the standard is not success.\u003c\/strong\u003e\u003c\/p\u003e\n\u003ch2\u003eYour company should carry your judgment—not consume your attention.\u003c\/h2\u003e\n\u003cp\u003eBegin with one decision it should no longer need you to carry personally.\u003c\/p\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cstrong\u003ePurchase boundary:\u003c\/strong\u003e Purchase reserves one fixed-scope pilot engagement. The selected decision loop and evidence access are confirmed before substantive work begins. Work outside the bounded diagnostic and shadow-mode loop design requires a separate written scope.\u003c\/p\u003e","brand":"LIMINAL","offers":[{"title":"Default Title","offer_id":43081334849630,"sku":"UNT-AOM-001","price":1500.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0668\/0546\/5182\/files\/ai-opportunity-map-product-image-v2.png?v=1785508523"}],"url":"https:\/\/liminalco.io\/collections\/engagements.oembed","provider":"LIMINAL","version":"1.0","type":"link"}