This release makes Zira quicker to drive from the first click. The home AI assistant now helps you before you've even chosen a site, adds a "/" command menu for getting anywhere fast, and lets you change sites mid-conversation. On the QA side, the Vision Hub pulls validation sessions from every site into a single review surface with always-on filters, shows what's recording as it happens, lets you record or test devices in bulk, turns the activity feed into a scannable table, and adds new ways to merge and generate training data — and image-by-image review is smoother — keeping your view settings as you page through a session, and now showing every captured side of a pallet in one place. It also puts hands-on device control in the hub: open a device's settings in one dialog and drag its masks, zones, and rulers right over the live view — plus new stringer controls when you build pallet training data.

⌨️ A new "/" command menu in the assistant

• Type / in the assistant composer — or tap the / button — to open a command menu.
• Jump straight to a recent dashboard or data source, or start a common action: build a dashboard, create a task, form, or data source, or browse your dashboards, sites, tasks, and companies.
• Ask what the assistant can do, and switch your AI provider (OpenAI or Claude) right from the menu — the provider choice now lives here instead of the toolbar.

Keep typing after the / to filter instantly — type part of a name and the menu narrows to the matching dashboards and data sources, so you can open a specific item in a couple of keystrokes.

🧭 Help before you pick a site — and switch sites from chat

• The assistant is now useful before you select a site: it's aware of your companies and your open tasks across every site, so you can ask basic questions right away.
• When something needs a specific site, the assistant offers a one-tap "Select a site" — and once you choose, it automatically continues the request you started.
• Just say "switch to <site>" to change your working site without leaving the conversation.
• Questions like "how many tasks do I have?" now return accurate totals across your sites, with a gentle nudge to focus on a single site when that helps.

🗂️ Review validation sessions across every site

• A new Validation tab in the Vision Hub gathers the latest validation session for each device, grouped by site, so you no longer have to open each site on its own.
• Every row shows status, val/raw/marks counts, and the session date — click the date to open the full review in a new tab.
• Always-on filters sit in a toolbar right below the tabs — narrow by session window and by whether a device has a recent session, has marks found, is not yet reviewed, or has no activity — so you can jump straight to what needs attention.
• Select or clear all in-view rows with one checkbox, and expand or collapse every site in a single tap.
• Expand any site to load its most recent sessions on demand, so the page stays fast even with many sites.

🔴 See what's recording — and record or test from the hub

• Devices that are recording right now show a clear live indicator on their row, no matter who started the recording.
• Need footage from a device that's missing a recent session? Start a recording — for one device or several at once — without leaving the page.
• Run a test on selected devices in bulk and watch progress right there, so you can confirm coverage across many devices at once.
• This makes it quick to spot gaps and fill them in, so every device stays covered.

🎛️ Tune a device — and place its overlays — right from the hub

• Open a Device settings dialog for a device and adjust its configuration in one place, organized into clear tabs instead of a long wall of options.
• Settings are grouped into tabs — Camera, Sampling, Detection, Measurement, Validation, Overlays and more — and stay synced with the device, so you always see what's actually running.
• A new Overlays tab lets you drag the pieces that matter directly over the picture — the detection mask, ruler lines, and the zero point — and line them up against a live view, a recorded video, or a still image.
• Changes are sent to the device for you, so setup that used to mean typing raw pixel values becomes a hands-on, visual adjustment.
• Works for both vision and pallet devices, each with the settings that apply to it.

📋 A cleaner Vision Hub Feed

• The Feed tab now renders as a compact table instead of social-style cards, so a wall of device alerts becomes easy to scan.
• Each row lines up site, device, message, and time, with actions right where you expect them.
• When you handle many sites at once, you can tell rows apart at a glance.

🧩 New dataset merge, generation, and pallet-building tools

• Merge datasets into a single set — combine sources into one dataset (or a new version), with options to skip empty labels and clean up duplicate boxes as you go.
• Generate focused training datasets from a labeled set, with more control over cropping, image sizing, and output quality.
• Build pallet training data with new stringer controls: when you create a pallet from an image, you can now set its stringer configuration, so the generated boxes match how the pallet is actually built.
• Together, these tools make it faster to shape your raw images into training-ready data.

🖼️ Smoother image-by-image review

• Step through a session faster: prev and next are now floating buttons right over the image, so you can page through snapshots without moving your eyes off the picture.
• Your view stays put: zoom, pan, the RAW/VAL toggle, and the measurement overlay now carry over from one image to the next, so you don't have to re-set them on every snapshot.
• The view controls stay together on a single, tidy row, keeping the review surface clean while you focus on the details.

🪵 Review every side of a pallet

• Some lines capture a pallet from more than one side at the same time — top, left, and right. Image Review now brings all of the captured sides together, instead of showing only the top.
• The details panel is now a clean set of collapsible sections — a Pallet summary plus one section per side — each showing its result right in the header so you can scan at a glance and open just the side you care about.
• Open a side to see its own snapshot alongside its inspection results. If a side wasn't captured, the section simply says so instead of showing a broken image.
• AI inspection and your saved Marks sit in the same panel, so everything about the current pallet is in one scrollable place.

✨ Why this matters

• The assistant gets you moving from the first screen — answers before a site is chosen, and everything a keystroke away with "/".
• QA review moves from site-by-site to a single cross-site surface with filters that surface exactly what needs attention, so nothing slips through the cracks.
• Live recording status, one-click recording, and bulk testing keep your coverage complete without hunting for the right device.
• Tuning a device and placing its overlays visually, right over the live view, turns setup into a quick, hands-on adjustment.
• Image review flows image to image with your settings intact, so long sessions go faster.
• Every captured side of a pallet is in one place, so a defect on any face is easy to confirm.
• Better dataset tooling — now including stringer-aware pallet building — shortens the path from raw images to a model you can trust.

📚 Related guides

• ⌨️ Home AI Assistant
• 🗂️ Validation
• 🎛️ Remote Control
• 🖼️ Image Review
• 📋 Feed
• 🧩 Datasets and Dataset page
• 🧰 Vision overview