Roomzin

Fast and light inventory engine for booking platforms

Purpose-built for travel industry
not a generic cache or database


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The Hidden Cost of a Simple Question

A traveler asks: "Find me a room."

Behind that simple question, a complex stack fights to keep up. One search fans out to eight back-end calls—inventory, rates, policies—each with its own cache and TTL. Miss one key, and you hit the database, triggering an expiry storm. P99 latency quietly climbs from 120ms to 1.8s. The user is gone.


Traditional systems add more layers to solve this. We took a different path.

Meet the everyday pain your stack hides—until it can’t.

Performance Bottlenecks

  • Complex cache model designs
  • Multiple round-trips & in-memory joins
📈

Scaling Challenges

  • Latencies kill high-TPS performance
  • Sync issues under heavy load
💸

Cost & Complexity

  • Heavy resources for HA
  • High costs to provision & maintain

Typical setups = complex architectures, sync nightmares, performance cliffs, soaring bills.

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What if a 5 MB binary handled it all?

HA, simple scaling, travel-native schema—compound searches in one instant query.

100%
Uptime
<5 MB
Binary
<5 ms
Query
0
Schema Setup

The Roomzin Solution

Speed up and simplify your booking platform

for hot window

Roomzin powers lightning-fast searches for near-term hot window traffic (weeks to months), while your database handles colder queries. Delivers instant, reliable results with a lean engine built specifically for bookings — works alongside Redis without replacing it.

One RAM Image with HA

Compact binary holds millions of room/days
Built-in high availability architecture
Zero-copy deserialization for efficiency

Single Round-Trip Query

No joins, no tuning needed
Complex searches in milliseconds
Travel-native schema for optimal performance

How Roomzin Transforms Your Platform

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Eliminates Complexity

No more complex cache models or multiple round-trips

Reduces Costs

Lower resource needs and simplified infrastructure

Increases Reliability

Bank-grade HA and data consistency

Roomzin combines deterministic speed, resilience, and operational ease to power your hot-path availability service, while your existing databases continue serving cold-path and analytical workloads seamlessly.

How Roomzin Fits In

Traditional Booking Search Stack

SE

Search Engine

Filtering by dates, prices, amenities

• Complex queries
• Latency at scale
• Management overhead
C

Complex Cache Layer

To hide search latency

• Cache invalidation
• Data consistency issues
• Extra system to manage

Roomzin replaces the search & cache complexity with a single, fast system — while your existing cache handles static property data.

🚀
Single Query
Filtering + caching
Sub-ms Speed
Always fresh results
🛡️
Built-in HA
No cache invalidation
💰
Lower Costs
Less infrastructure
1
Query

Platform sends complex query

Search filters, dates, preferences

2
Processing
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Roomzin returns matching properties

With availability, price & room info

3
Response

Platform fetches property details

From cache using Roomzin's IDs

Roomzin eliminates cache invalidation complexity — filtering results are always fresh.

🔧

Less complexity

No cluster management or cache invalidation nightmares

🎯

Purpose-built

Designed specifically for booking search workloads



Built for Travel & Hospitality

Purpose-built solutions for the unique demands of booking platforms

Seamless Integration

Works alongside existing Redis or database cache. No rip-and-replace, just enhanced performance.

Easy Setup

Drop-in solution that works out of the box. Load your CSV and start serving queries immediately.

Travel-Optimized

Native understanding of hospitality data: room types, availability, rates, and booking rules.

Real-Time Updates

Live inventory updates without performance degradation, even during peak seasons.

Predictable Scaling

Linear resource scaling with traffic growth. No surprise costs or performance cliffs.

Enterprise Reliability

Bank-grade reliability with automatic failover and data consistency guarantees.

Performance Highlights

Rust Logo

Powered by Rust

1

Resilient & Predictable

Under any mix of connections, traffic patterns, or data volumes

2

Single-Digit Millisecond Latency

At millions-record scale

3

Lightning Snapshots

<1s for millions of records

4

Instant Reload

Millions of records in seconds

5

Lean Memory

~50% of raw data size

Technical Edge

Rust's memory safety & zero-cost abstractions deliver unmatched performance

See Benchmarks Technical Details

Roomzin's Rust foundation ensures deterministic performance, memory safety, and thread-safe concurrency at scale — essential for mission-critical booking systems.

Key Capabilities

Built for booking-scale workloads

1

Any Topology

Single node → clustered deployment

2

High Availability

Leader/follower, WAL & snapshots

3

Zero-Ops

Auto-discovery, join, and catch-up

4

Secure Wire

QUIC + TLS with auto-rotation

5

RBAC & Metrics

Role-based access & real-time monitoring

6

Partitioned Data

Parallel processing for maximum speed

7

Hot Snapshots

Under load without pausing the world

8

Smart SDKs

Java, Go, Python, C#, Node.js

Read More in Documentation

Easy Integration

Designed for seamless adoption

SDKs

  • Auto-route, failover, and retry logic
  • Built-in load balancing & connection pool
  • One-liner setup: Java, Go, Python, C#, Node.js

Deployment

  • <5 MB binary

    Ultra-lightweight footprint

  • Zero external dependencies

    Self-contained, easy to manage

Load from DB

  • CSV seed files

    Simple data ingestion

  • +1.2M records/sec offline

    Blazing-fast data loading

Get started in minutes, not days. Roomzin's integration is designed for developers — minimal configuration, maximal performance, and zero operational overhead.


Legacy & Transitional Integration with RZGate

Connect any system — without rewriting it

Many teams love Roomzin's speed but work with existing HTTP-based platforms or legacy booking engines that aren't ready for a native SDK yet. RZGate is our lightweight HTTP/JSON proxy that makes adoption instant and risk-free.

Immediate access

Use Roomzin today with simple REST/JSON calls — no SDK changes required

Separate scaling & monitoring

Run RZGate independently — isolate traffic, add auth layers, or scale horizontally

Perfect for testing & staging

Quick integration in CI/CD, QA environments, or third-party systems

Performance

Highly optimized. Negligible overhead vs native protocol in real-world benchmarks

RZGate lets you benefit from Roomzin’s speed immediately — even while planning a full native integration later.


Compatibility

Will Roomzin Replace Your Caching Tool?

No — and it's not meant to.

C

Caching Continues

For static key/values

  • General-purpose single-node key/value tool for serving static property data that rarely changes
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Roomzin Adds

Specialized for booking-speed workloads

Travel-native schemaSimpler searchesBuilt-in HAFaster responsesAuto persistenceSimple scaling
+

Additive, not disruptive

Instant performance boost

💰

Faster revenue capture

TARGET AUDIENCE

Who It's For

Booking Speed = Revenue

HIGH VOLUME

OTAs & Hotel Chains

  • Large-scale booking platforms
  • Enterprise hotel groups
  • Global reservation systems
Impact:Reduce latency, increase conversion
AGGREGATION

Wholesalers / Aggregators

  • Bulk inventory distributors
  • Multi-supplier platforms
  • Travel tech providers
Impact:Scale efficiently, reduce costs
SAAS

Regional Platforms & Hospitality SaaS

  • Local booking platforms
  • Property management systems
  • Boutique hotel software
Impact:Enterprise features, startup simplicity
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Ready to supercharge your booking platform?

Get started with Roomzin today — download, test, and see the difference.

No credit card required · Free evaluation mode