Juniper by Obscura

Private AI agents forrestaurants & hospitality.

Juniper answers the calls you miss, recovers leaked revenue, and works 24/7 alongside your current stack. Bookings, no-shows, private dining, and guest memory handled before they become staff work.

The Problem

Demand is arriving everywhere. Revenue is leaking quietly.

Restaurants do not lose money because guests stop wanting tables. They lose it when calls go unanswered, inquiries drift, and guest intelligence sits trapped in tools that wait for a person to act.

Legacy Systems

OpenTableResySevenRoomsInbox Threads

They display demand, but still rely on your team to catch, chase, and recover it.

Phone, WhatsApp, email, Google, and private dining threads stay fragmented.

Guest data is stored, siloed, or locked away instead of improving every service.

Juniper

Captures guest intent across every inbound surface, including voice from day one.

Converts routine demand into booked revenue, waitlist recovery, and routed private dining.

Learns the venue weekly, so guest memory and service context compound instead of resetting.

The Impact

The invisible cost of uncaptured intent.

43%

of calls go unanswered

Peak service, phone ringing, host stand full. Every missed call is a guest who can book somewhere else.

£20K–£150K

lost per venue per year

Not from lack of demand. From demand that arrives faster than the venue can capture and convert.

15–30%

of covers lost to no-shows

Blanket deposits punish loyal guests. No intelligent prevention leaves the floor carrying the loss.

The System

Three loops. One autonomous front-of-house.

Juniper does the work current tools leave to humans: capture the demand, convert it cleanly, and learn from every guest interaction.

Capture Every Intent

Phone, WhatsApp, web, SMS, email, Google, and Instagram DM flow into one front-of-house agent. No channel left unanswered.

Voice ships in phase 1

The proof point is simple: call your own restaurant, hear what Juniper does, then compare it with the current experience.

Convert Into Revenue

Juniper qualifies intent, books tables, handles changes, requests deposits for high-risk bookings, and recovers cancellations through the waitlist.

+4–8 target covers per night

Routine requests resolve autonomously. Private dining and exceptions arrive with context when a human genuinely adds value.

Learn Every Guest

Profiles build from every interaction: preferences, spend, visit frequency, dietary needs, occasions, complaints, and repeat behavior.

Compounds by day 90

The knowledge your best host carries in their head becomes available to the whole venue, every shift.

Daily Decision Brief

Every morning: what happened, what needs approval, what was recovered, and what is at risk today. Tap to act.

80%+ autonomous target

The agent stays invisible until it matters, then surfaces the few decisions that actually deserve operator attention.

Setup

Live fast. Safer than switching systems.

No rip-and-replace. Juniper layers onto the systems your team already uses, proves value, then earns more trust as the memory compounds.

01
Step 01

Connect

Connect your reservation system, POS, floor plan, hours, menus, and house rules. Juniper works alongside the stack you already trust.

02
Step 02

Go Live

Voice, WhatsApp, web, and SMS start capturing inbound intent. Routine bookings and questions resolve without waiting for staff.

03
Step 03

Compound

Every booking, cancellation, question, and guest note sharpens the venue memory. By 30-90 days, the intelligence is hard to replace.

Works alongside Toast, Square, Lightspeed, SevenRooms, OpenTable, Resy, and the workflows already holding service together.

Roadmap

Start with capture. Expand as trust compounds.

Phase 1 proves the revenue recovery loop. The roadmap expands Juniper into a broader operating layer without replacing the POS.

Voice From Launch

Natural phone booking and call recovery are part of phase 1, powered by the same venue memory.

Dynamic Pricing

Yield management for peak, off-peak, events, and premium tables once demand capture is proven.

Private Dining Lifecycle

From qualified inquiry to proposal, deposit, coordination, and post-event follow-up.

Marketing Autopilot

Lapsed guests, birthdays, VIPs, and post-visit triggers from the intelligence Juniper already owns.

Staff Scheduling

Demand-predicted shift recommendations from booking volume, events, weather, and seasonal patterns.

Multi-Venue Command

One operating view for groups, with cross-venue guest memory and centralised policy control.

Early Access

Get early access.

Join the first 50 operators validating autonomous front-of-house. We are looking for venues where missed calls, no-shows, private dining, or guest follow-up already hurt.

Want to see it live?