and runs during HTML parse, but hubspotutk is set by js.hs-analytics.net, measured loading at ~834ms. On a first visit the cookie does not exist yet, so a single read returns nothing and the visitor gets no external ID at all — and a first visit is exactly what an ad click is. So poll briefly until HubSpot sets it. The SDK loads lazily (~4.5s) and replays a queue, so an init queued a second or two in still lands before any events are transmitted. */ (function attachExternalId() { var attempts = 0; var MAX_ATTEMPTS = 40; /* 40 x 200ms = 8s, then give up quietly */ var timer = null; function tryAttach() { var raw = getExternalId(); if (!raw) { if (++attempts >= MAX_ATTEMPTS && timer) clearInterval(timer); return; } if (timer) clearInterval(timer); sha256Hex(raw).then(function (hash) { oaiq("init", { user: { external_id_sha256: hash } }); }).catch(function () {}); } tryAttach(); /* returning visitor: immediate */ if (!getExternalId()) timer = setInterval(tryAttach, 200); })(); /* --------------------------------------------------------------------------- 2. Load the SDK off the critical path Whichever comes first: the main thread going idle after load, or the first sign of real user intent. No preconnect on purpose — a TLS handshake during LCP for a script we deliberately deferred is a net loss. Measured on clickpost.ai: load event 3614ms, SDK fetched 4508ms. ------------------------------------------------------------------------ */ var loaded = false; var INTENT = ["pointerdown", "keydown", "scroll"]; function loadSdk() { if (loaded) return; loaded = true; INTENT.forEach(function (t) { removeEventListener(t, loadSdk, { passive: true }); }); var s = document.createElement("script"); s.src = SDK; s.async = true; s.fetchPriority = "low"; document.head.appendChild(s); } INTENT.forEach(function (t) { addEventListener(t, loadSdk, { passive: true, once: true }); }); addEventListener("load", function () { window.requestIdleCallback ? requestIdleCallback(loadSdk, { timeout: 2500 }) : setTimeout(loadSdk, 1500); }, { once: true }); /* --------------------------------------------------------------------------- 3. Conversion id sha256(lowercase(email) + "|" + formId + "|" + ISO-hour), first 20 hex, "lead_" prefix. - email lowercased/trimmed so casing does not fork the id - formId keeps two different forms in the same hour from colliding - the hour bucket is only the server's fallback; the id computed here is sent to the relay verbatim, so the two paths cannot disagree even when a submit straddles an hour boundary Ads Manager's own sample omits event_id. We send it so the pixel event and the relay event collapse into one conversion instead of counting twice. ------------------------------------------------------------------------ */ function buildEventId(email, formId) { var seed = [ String(email || "").trim().toLowerCase(), String(formId || ""), new Date().toISOString().slice(0, 13) ].join("|"); return crypto.subtle.digest("SHA-256", new TextEncoder().encode(seed)).then(function (buf) { var hex = Array.prototype.map.call(new Uint8Array(buf), function (b) { return b.toString(16).padStart(2, "0"); }).join(""); return "lead_" + hex.slice(0, 20); }); } /* Guards a re-fire from the history.pushState that book-a-demo-core.js runs after submit, and from back-navigation onto the same state. */ function firedOnce(id) { try { if (sessionStorage.getItem("oaiq_" + id)) return true; sessionStorage.setItem("oaiq_" + id, "1"); return false; } catch (e) { return false; /* private mode / blocked storage: fire rather than lose it */ } } /* Path 2. keepalive lets the request finish even if the page navigates away. Failures are swallowed deliberately: a reporting call must never surface an error to someone who just submitted a form. The relay hashes the email server-side into user.emails_sha256 and adds the caller's IP and user agent, so this event carries the same match signals the pixel gets for free. */ function sendToRelay(email, formId, eventType, eventId) { try { var payload = { token: RELAY_TOKEN, email: email, form_id: formId || "", event_type: eventType, event_id: eventId, /* verbatim, so both paths always match */ source_url: location.href }; var oppref = getOppref(); if (oppref) payload.oppref = oppref; var externalId = getExternalId(); if (externalId) payload.external_id = externalId; fetch(RELAY_URL, { method: "POST", keepalive: true, headers: { "Content-Type": "application/json" }, body: JSON.stringify(payload) }).catch(function () {}); } catch (e) {} } /* Capture the email while the form is still on the page. onFormSubmitted does not reliably carry submissionValues, and by then the form may be removed. */ var lastEmail = ""; document.addEventListener("submit", function (e) { var f = e.target; if (!f || !f.querySelector) return; var i = f.querySelector('input[name="email"], input[type="email"]'); if (i && i.value) lastEmail = i.value; }, true); /* Every HubSpot form on the site reports through this one message event, so no module or theme JS needs editing to add coverage. */ window.addEventListener("message", function (e) { var d = e.data; if (!d || d.type !== "hsFormCallback" || d.eventName !== "onFormSubmitted") return; var email = (d.data && d.data.submissionValues && d.data.submissionValues.email) || lastEmail; if (!email) return; /* without an email there is no stable id to dedupe on */ var eventType = EVENT_BY_FORM[d.id] || EVENT_DEFAULT; buildEventId(email, d.id).then(function (id) { if (firedOnce(id)) return; oaiq("measure", eventType, { type: DATA_TYPE }, { event_id: id }); /* path 1 */ sendToRelay(email, d.id, eventType, id); /* path 2 */ }); }); })();

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Revolutionizing POD Verification with AI: Swift, Smart, and Scalable

Revolutionizing POD Verification with AI: Swift, Smart, and Scalable

Mariya Sethjiwala
By Mariya Sethjiwala

Ready to ship smarter? Talk to our logistics experts.

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In this blog

    The POD Challenge: Why Manual Verification is a Bottleneck

    For operations, logistics, and finance teams handling high volumes of shipments, Proof of Delivery (POD) management and verification is an unavoidable task. But as shipment volumes grow, the manual process becomes increasingly inefficient, error-prone, and nearly impossible to scale. It’s a critical bottleneck that slows down operations, especially for businesses managing anywhere between 2,000 to 200,000+ shipments per month.

    When PODs are managed manually, issues arise, missing signatures, unfocused photos, mismatched data, or defective stamps, leading to delays in payment cycles, operational inefficiencies, and friction with carrier partners. For finance teams, POD discrepancies can create significant roadblocks, hindering payment releases and increasing the risk of customer disputes or audit issues.

     

     

    Meet the Solution: AI-Powered POD Verification

    °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI-Powered POD Verification is designed to automate and eliminate the time-consuming, manual verification process. By leveraging advanced AI models, it transforms what was once a tedious, error-prone task into a seamless, scalable, and highly accurate solution.

    Perfect for high-volume logistics operations, the , including D2C brands, retailers, and suppliers, in industries like fashion, electronics, finance, health & wellness, and many more. °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI-powered system helps scale operations without the growing pains that come with increasing shipment volumes.

    Key Features: Speed, Accuracy, and Seamless Collaboration

    1. AI-Powered Data Validation

    Our AI system goes beyond simple . It automatically extracts critical fields, like AWB number, delivery date, recipient address, name, and even handwritten notes, ensuring every POD is thoroughly verified against system records. No more manual cross-referencing.

    2. Automated POD Fetching and Defect Flagging

    ClickPost fetches PODs automatically from carrier portals eradicating manual POD upload processes. Many logistics teams also use to securely transfer and store these documents, ensuring quick and organized access. It then flags common POD issues instantly, whether it’s a missing signature, incorrect delivery details, or blurry images. The system immediately notifies the team through a centralized dashboard, so issues can be tackled in real-time, preventing delays in payment and operational disruptions.

    3. Centralized Dashboard

    With a clear, real-time view of all POD statuses on a unified management dashboard, users can easily assess whether each POD matches the expected data. Each POD has an “Overall POD Score� that simplifies the review process, with color-coded flags (Match or Mismatch) that indicate any discrepancies.

    4. Split View Visual Analysis

    Verification is a breeze with our side-by-side comparison tool. Users can see the original POD image next to the system-generated data and AI-extracted results. This feature allows for rapid validation, so your team doesn’t waste precious time manually comparing documents.

    5. Carrier Collaboration Made Easy

    When a POD is flagged for defects, the system doesn’t just leave you hanging, it allows you to send an email directly from the platform to the carrier to request a better-quality version. This streamlines communication, resolving discrepancies faster and improving carrier relationships.

    6. Instant Results

    Gone are the days of waiting hours or days for verification. With °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI-powered POD Verification, results are delivered within seconds of fetching the POD. This speed ensures that your team can stay on top of things without unnecessary delays.

    Key Differentiators: Beyond Manual Checks and Basic OCR

    1. Scalability at Speed

    Unlike manual verification, which becomes tedious as shipments grow, °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s solution offers an end-to-end automated process that’s both scalable and fast. You don’t need to worry about a sudden surge in shipment volumes. From automated fetching of PODs and AI verifications, the platform can handle thousands of PODs every day without breaking a sweat.

    2. Logistics-Focused AI Models

    °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI models are purpose-built for the logistics and supply chain industries. Unlike basic OCR solutions, which merely extract text from images, our system goes deeper, it cross-checks the data against your system and provides actionable insights. It’s not just about reading the data; it’s about verifying its accuracy and integrity.

    3. Synchronized Operations

    The platform doesn’t just flag issues, it enables users to take immediate action using . Through the centralized dashboard, teams can easily resolve discrepancies, communicate with carriers, and track progress. This integrated workflow eliminates silos and ensures that every step of the POD Management process is streamlined and efficient.

    Why Choose °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI POD Verification?

    °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI-Powered POD Verification is designed for future-ready supply chain operations. By automating the manual verification process, it helps businesses scale efficiently, reduce operational friction, and ensure payment compliance. By eliminating manual POD uploads and with AI handling the verification, your team can focus on what really matters, strategic growth and building strong partnerships.

    Don’t let manual POD checks hold your operations back. Transform your supply chain today with °ä±ô¾±³¦°ì±Ê´Ç²õ³Ù’s AI-powered solution. Speed, accuracy, and scalability are now just a click away.

    The Logistics Automation Platform for E-commerce

    Momentum Leader - G2 Users Most Likely To Recommend - G2 Best Results Mid-Market - G2
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