Solution Database / Operations
Pass-Line Phone Agent
Phone orders during the dinner rush pull staff off the pass and produce misheard tickets. The agent is trained on the exact menu and cadence of a busy takeaway, with a clear human handoff path for off-script callers.
01The offer
For owners and managers at busy neighbourhood takeaways, turn live menu data and spoken customer requests into confirmed digital tickets and SMS confirmations. Address the recurring problem: phone orders during the dinner rush pull staff off the pass and produce misheard tickets. The value hypothesis is a faster, cleaner order flow with fewer errors; the pilot must establish whether the agent reliably handles real callers.
- For
- Owners and managers at busy neighbourhood takeaways
- Takes in
- Live menu data, stock levels, kitchen display system access, phone number
- Delivers
- Confirmed digital tickets, SMS confirmations, call recordings, dashboard analytics
- Message
- Never leave the pass for a phone call again, your takeaway line answers itself and sends tickets straight to the kitchen.
- Lead magnet
- A free demo call where the agent takes a sample order from your menu and sends a test ticket to your phone.
02How it works
- Answer calls after one ring with a scripted greeting
- Guide callers through menu items and modifiers
- Mark items unavailable from live stock levels
- Read back the full order and ask for confirmation
- Send structured tickets to the kitchen display
- Send SMS confirmation with collection or delivery details
Workflow
Caller dials, agent answers, agent takes order against live menu, agent reads back and confirms, agent captures time slot and address, ticket appears on kitchen screen, SMS goes to customer. Start with live menu data and spoken customer requests and finish with confirmed digital tickets and SMS confirmations.
AI and people
Use a voice model to transcribe and understand conversational orders, including accents and background noise. Match spoken items to menu entries using fuzzy logic. A human manager reviews call replays and edits menu descriptions; no ticket is sent until the caller confirms.
Screens
Key screens: Call dashboard, menu editor, ticket queue, call replay. Use a live call list with statuses (ringing, taking order, confirming, handed off), a menu editor for spoken descriptions and stock flags, a ticket queue mirroring the kitchen display, and a replay panel for any recorded call. In this product, the first view is call dashboard, followed by menu editor, ticket queue and call replay.
Admin
Manager accounts, call replay access, menu edit permissions, ticket version history, confirmation logs, audit trail of all agent actions
03Market gap
Alternatives buyers use today
Staff answering the phone with pen and paper, or a voicemail service. This differs by capturing the order conversationally and sending a structured ticket directly to the kitchen screen.
Where this wins
Every call and menu edit improves the agent's understanding of that specific kitchen's language, substitutions and regulars, making it harder to replace.
04Why now
Operations teams are adopting AI for exactly this kind of repeatable work, and the cost of language and vision models has dropped far enough that a narrow, reviewed workflow pays back quickly. The buyer already feels the problem: phone orders during the dinner rush pull staff off the pass and produce misheard tickets.
05Proof & signals
Channels where buyers gather: Local restaurant trade shows, takeaway owner Facebook groups, food service equipment suppliers, direct outreach to busy neighbourhood restaurants. Metrics that prove it works: Reduction in misheard order tickets, increase in takeaway orders taken during peak hours.
Paid pilot
Run a four-week paid pilot with one takeaway doing over 50 orders a night. Baseline current call order error rate and average handling time, then measure the agent's error rate and handling time. Decide to continue if error rate is below 5% and handling time is under three minutes.
06Execution plan
MVP
One buyer (a pizza or curry house), one use case (takeaway phone orders), first two modules (call handling and ticket output), manual review of every call transcript before go-live
First 30 days
Week 1: Build call handling flow and menu ingestion. Week 2: Integrate with one kitchen display and SMS. Week 3: Run live calls with a manager listening in. Week 4: Refine handoff and review dashboard, then launch pilot.
After the pilot
After the paid pilot, automate common substitutions and 'the usual' orders, add voice handoff to a human, integrate with delivery platforms, and add daily sales summaries.
Retention
Monthly subscription with ongoing menu updates, call replay reviews, and continuous model tuning based on new call patterns and regulars.
Integrations
Kitchen display system, POS for stock levels, SMS gateway, phone system (Twilio or similar)
07Investment and running costs
| Phase | Scope | Time | Budget |
|---|---|---|---|
| MVP | One buyer segment, one recurring use case. Manual review in the loop. | 2 days | $5,000 |
| Paid pilot | Accounts, roles, review states, audit trail and the first integration, hardened for two to three paying pilot customers. | 3 days | $4,500 |
| Full product | Self-serve onboarding, billing, monitoring and the wider integration set. | 5 days | $6,000 |
| Total | $15,500 | ||
| Running | Hosting | AI usage | Total a month |
|---|---|---|---|
| MVP and paid pilot (about 3 customers) | $30–$60 | $40–$90 | $70–$150 |
| Full product (about 50 customers) | $110–$210 | $280–$560 | $390–$770 |
Revenue model to test
Test pricing at $299 per month per location, with a setup fee of $500 for menu training and integration.
Cost drivers
Voice API usage per minute, SMS costs, integration development, menu training time, support and call review labour
Safeguards
Agent must not take payment or personal data beyond name and address, must hand off to a human if the caller asks or seems confused, and must never mark an item available if stock is zero. All calls recorded and accessible only to managers.
Take it further
Solution blueprint, rewritten from an earlier Nexibeo concept. Demand, pricing, build scope and integrations are working assumptions, not verified market findings. The MVP and the paid pilot exist to confirm them for your business before the larger build.