Work/Case Study
LIVE

Bridle

A full café operations platform — built by Managematic, running live. Six interconnected systems: ordering, live KDS, menu, loyalty, finance, and an AI analyst. One codebase. One source of truth.

Systems built6
Real-time latency<80ms
StackNext.js + PG
Edge infraCloudflare
01The Brief

Cafés running on duct tape.

Most independent cafés stitched together a POS from one vendor, a kitchen display from another, a loyalty app from a third — and a spreadsheet for finance. Nothing talked to anything else. Bridle was built to replace all of it.

Disconnected POS + KDSOrders printed to paper or entered manually into a second screen. Baristas missed modifiers, queues built up.
No loyalty visibility at counterLoyalty programs ran on separate tablets or phone apps. Staff couldn't see points without switching context.
Finance in spreadsheetsEnd-of-day reconciliation took 40+ minutes. Refunds were tracked in notebooks. No audit trail.
Zero data intelligenceNo tool surfaced which items were profitable, when demand peaked, or when to reorder stock.
02What we built

Six systems. One platform.

Every module was built from scratch, designed to share a single data model and communicate in real time. No third-party POS middleware. No glue integrations.

BUILT

Ordering System

Front-of-house counter POS: single-page order builder, modifier stacks, quick-add favourites and instant receipt print. Designed for speed — a barista can place a complex order in under 8 seconds.

BUILT

Barista Display (KDS)

Live kitchen/bar display that streams incoming orders to baristas in real time over WebSockets. Each ticket shows elapsed time, modifier details and a one-tap done/bump. Zero-latency order routing.

BUILT

Menu Management

Full catalogue editor: items, modifier groups, pricing tiers and per-item availability toggles. Changes propagate to every terminal instantly — no app restarts, no cache busting.

BUILT

Loyalty System

Points accumulation, reward redemption and customer tier management. Every purchase automatically updates the customer's balance. QR-code scan at counter or phone number lookup.

BUILT

Finance System

End-of-day reports, revenue breakdown by category, shift-level summaries and full refund handling — partial or full, with reason codes and audit trail. Integrates with accounting exports.

BUILT

AI Finance Insights

An LLM-backed analyst that reads your finance data and surfaces actionable suggestions: margin alerts, best-selling item flags, cost anomalies, restocking cues, and trend commentary.

03Barista Display System

Every order. Live. In under 80ms.

The KDS is the heartbeat of Bridle. Baristas see orders the instant they're placed at the counter — with modifier detail, elapsed timers and a one-tap bump. Designed for wall-mounted tablets at the espresso bar.

Order-to-display latency<80ms
ProtocolWebSockets (persistent)
Ticket state machinePlaced → Active → Bumped
Urgency tiers3 (ok / warn / overdue)
04AI Finance Insights

An analyst that never clocks out.

Bridle's AI layer reads live finance and inventory data, then surfaces plain-English suggestions: margin alerts, restock triggers, best-seller callouts, and demand gap analysis. No dashboards to interpret — just answers.

Reads live PostgreSQL finance tables
Compares against 30-day rolling averages
Generates natural-language suggestions
Prioritised by revenue impact
05Architecture

Edge-first. Real-time core.

Built on Next.js App Router deployed to Cloudflare's edge. PostgreSQL as the single source of truth. A persistent WebSocket channel routes orders to KDS in under 80ms. The AI insights layer queries finance tables server-side.

Next.js 14App Router
TypeScriptStrict mode
PostgreSQLPrimary DB
WebSocketsLive orders
CloudflareEdge CDN
AI LayerLLM insights
TailwindUI system
06Results

Built to run. Runs to measure.

Bridle launched in production and is live at bridle.ae. Numbers from the first operating period after full platform rollout.

6
Systems replacedPOS + KDS + menu + loyalty + finance + analytics — one platform
~40 min
EOD time savedReconciliation that took 40+ minutes per shift now runs automatically
<80ms
Order-to-KDSSub-80ms from counter tap to barista display, end to end
100%
Systems liveAll six modules in production from day one — no phased rollout lag
Start your system

Your ops deserve the same.

Bridle is what happens when every part of your operation is built as one system. We can do the same for your business — whether that's a café, a restaurant, a clinic or a platform.

Bridle is live at bridle.aeVisit site ↗