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This is the gap OpenWatch Agents and the Mazalgo Hub were built to close. Not by generating yet another chat interface, and not by strapping an LLM onto a search box. By assembling a closed procurement loop where every stage — capture, classification, pricing, decision, outreach, outcome — hands off cleanly to the next.

The Loop, End to End

Here is what happens when a deal flows through the platform. A dealer posts "WTS Rolex 126610LN, full set, $9,500 firm" in one of your WhatsApp dealer groups.

• Capture (silent). Mazalgo Bridge — a listen-only linked device on your WhatsApp — sees the message within seconds. It never sends anything. It just reads.
• Extract. Pattern recognition pulls out brand, reference, price, condition, and the seller's identity. Messages that are not sale posts are dropped on the floor.
• Classify. Your filter preferences decide whether this deal matters to you. Hunt list? Watched brand? Above your price floor? Tiered from most-relevant to widest-net.
• Price. The ground-truth pricing engine cross-references eBay after-fees floor and verified auction clearing data to compute a tight buy range. No guesswork, no opinion.
• Surface. The deal lands in your Daily Grind feed with a verdict — STEAL, BUY, THIN, or PASS — plus the target buy range, confidence level, and price trend.
• Notify. If it is a strong verdict on a high-priority tier, you get a bell badge in the Hub, a briefing in your next agent session, and optionally an email.
• Act. One tap on the 💬 icon opens WhatsApp with an outreach message pre-filled. You send it manually. The agent never sends on your behalf.
• Feed back. When you confirm "bought it at $9,400" the outcome is logged. Over time this tightens the model and sharpens future surfacings.

The whole loop — from WhatsApp message to a Daily Grind card with buy targets — is seconds, not minutes. No page refresh. No manual lookup. No cross-referencing multiple tabs.

Why Two Channels, Not One

We split our messaging integrations by design. Telegram is for talking to your agent. WhatsApp is for watching your dealer groups. Each tool does what it is genuinely good at.

Telegram has a stable bot API. It runs 24/7 without session churn. You create a personal agent bot once, paste the token, and message the agent like a colleague — from your desk, your phone, or an airport lounge. Pricing questions, morning briefs, inventory checks, draft approvals. All in Telegram.

WhatsApp is where dealer groups actually live. That is irreplaceable for a real procurement stack. But WhatsApp's linked-device model was never built for always-on agent conversations — sessions expire, phones need to be online, and the protocol is not officially supported for programmatic access. So we keep WhatsApp for exactly what it is best at: a silent listen-only bridge that extracts deals from the groups you are already in.

The Daily Grind: A Bloomberg Terminal for Watches

Every morning your Daily Grind dashboard gives you the state of the market. Seven sections that load in under a second.

• Market Pulse — WTB demand, WTS supply, temperature, and sentiment at a glance
• Hunt List — your 5-6 target references, enriched with live buy targets and verdicts
• Buy Radar — top opportunities ranked by margin, velocity, and active buyer demand
• Inventory Velocity — capital deployed, holding days, pipeline value, monthly profit
• Fresh Leads — buyers posting for watches you already own
• Deal Feed — the live stream of WTS listings from your WhatsApp groups and watched forums, priced and verdicted
• While You Were Out — what your agent produced since your last session (drafts, sourcing verdicts, procurement discoveries)

The Deal Feed is where the loop closes. Priority-sorted. Hunt-list matches first, then watched brands, then widest coverage. Each card shows: verdict badge, ask price, your ground-truth buy target, confidence level, price trend, and the source group. Two actions: 💬 to open WhatsApp with a message pre-filled, × to dismiss and never see it again.

Filter the Noise, Keep the Signal

Two modes, three knobs, zero complexity.

• Smart Feed (recommended). Captures everything extractable from your groups, but tiered. Your hunt list always surfaces. Watched brands surface on any reasonable verdict. Wider coverage surfaces only on STEAL or BUY. The noise gets archived or dropped; only the actionable hits your feed.
• Hunt List Only. The narrowest possible signal. Only deals on your target references reach the feed. Everything else drops at the gate.

The knobs: watched brands (comma-separated list you care about), minimum price floor (ignore lower-end noise), and archive toggle (store below-verdict deals for search without cluttering the feed).

The Agent: Your Decision Partner

The feed tells you what is happening. The agent helps you decide what to do.

Ask "what should I pay for a PAM01312?" from Telegram at 10 PM. The agent returns — in two lines — the ground-truth buy range, confidence, trend, and a PASS / BUY / STEAL verdict. Ask it to draft outreach for your WTB matches and it produces platform-appropriate messages, persists them to your Daily Grind "While You Were Out" section, and waits for your approval. Nothing sends without you.

The agent starts every session with the same protocol: load your hunt list, surface your pending alerts, validate margins on matched references, and brief you. By the time you type your first real question, the context is already there.

Ground-Truth Pricing, Across the Stack

Every pricing decision — whether you asked the agent directly or the feed classified a deal in the background — runs through the same formula. The verdict shown on a Deal Feed card will agree with what the agent says when you ask. No two sources of truth, no drift.

The inputs are real market data: live eBay bottom-of-market after fees, verified auction clearing prices and velocity from Grailzee, and the spread between them. The outputs are a tight buy range, a sell target, a margin at target, and decision signals (confidence, trend, headwinds) that inform action without distorting price.

Closed-Loop Feedback

When you act on an agent recommendation, the outcome is recorded. Bought at $9,400 on a STEAL verdict? Logged. Passed on a THIN? Logged. Sent outreach on a hunt match? Logged.

Over time this produces accuracy tracking — which verdicts actually convert, which sources produce the best deals, which refs are hot in reality versus on paper. Nothing about the pricing formula is hand-tuned. The data tunes it.

Who This Is For

• Pre-owned luxury watch dealers who are in ≥3 WhatsApp dealer groups
• Specialists who want priority capture on a specific brand family without missing cross-brand opportunities
• Flippers whose edge is turnover velocity, who need to spot the mispriced piece fast
• Collectors with a tight hunt list who want an alert the moment their target surfaces anywhere

What It Looks Like Every Morning

You open Telegram. Your agent has been awake all night. "Overnight: 1 STEAL (Panerai PAM00683, $5,050, HUNT match), 2 BUYs in the feed (Datejust + Submariner, both below eBay floor), and 3 WTB matches against your inventory — buyer @jsmith wants your 116500LN at $18k. Pull drafts?" You say yes. Drafts are ready on the Daily Grind. You approve the three that make sense, tap each 💬 button, messages go out in the right language to the right groups. Before your coffee is done, you have three outreach conversations started, one purchase inquiry sent, and no deals missed from the night before. The work you used to do by manually scrolling WhatsApp groups is done.

Getting Started

• Provision your agent — one click from the OpenWatch page, your personal containerized agent spins up in under a minute
• Link Telegram — create a bot via @BotFather, paste the token. Done. Your agent is now reachable from any device.
• Pair the WhatsApp Bridge — open /openwatch/whatsapp, scan the QR with your phone. Dealer groups start streaming into the feed.
• Set your filters — add your watched brands, set your price floor, pick Smart Feed or Hunt List Only
• Populate your hunt list — the 5-6 references you actively want to buy right now. This is the signal that gets prioritized across every channel.

That is the setup. The loop runs itself from there.