Use cases

redfly makes data-driven apps faster and cheaper.

Write-heavy or read-heavy, the pattern is the same: serve every everyday read; permission checks, lookups, profile loads; from cache, and save the database for the complex queries it is actually good at. It is the thousand small cuts that hurt at scale, not the occasional report; and reports have better homes anyway. The pattern fits real-time SaaS dashboards, multi-tenant freemium apps, legacy modernization, IoT fleets, and platform engineering; on top of SQL Server, MongoDB, or Postgres.

CachingLatencyRead-heavy

Real-time SaaS; keep dashboards under 200ms

For: Supply chain, fleet, inventory, ops dashboards

The bottleneck

Reads dominate the workload, but every page hits the relational database. P95 climbs as soon as load spikes.

How redfly solves it

redfly fronts your database with a Redis cache it manages automatically. Reads get served from RAM; the cache stays consistent without your team writing a single invalidation rule.

What changes

Sub-200ms page loads on the same database hardware.

ModernizationCostNo-rewrite

Scale a legacy app without rewriting it

For: CRMs, CMSes, reporting systems hitting their database ceiling

The bottleneck

A working app slows to a crawl as the customer base grows. Rewriting it isn't an option; but the database can't take more load.

How redfly solves it

Point your existing app at the redfly API and let the redfly Sync Service keep Redis in sync with your database. The app keeps shipping; the database stops being the bottleneck.

What changes

70% lower database cost vs. vertically scaling the box.

Multi-tenantFreemiumScale

Multi-tenant freemium without database meltdown

For: Marketplaces, travel, ride-sharing, social apps

The bottleneck

Free-tier growth crushes the relational database before any of it converts to revenue.

How redfly solves it

Per-tenant read paths are served from Redis. The database handles writes; redfly handles the 95% of traffic that does not need it.

What changes

Free-tier scale without a free-tier infrastructure bill.

IoTSyncEdge

IoT, robotics & fleet telemetry

For: Vehicle tracking, sensor networks, industrial IoT

The bottleneck

High-write workloads need durability, but downstream consumers need millisecond reads; and the network is flaky.

How redfly solves it

redfly synchronizes data from your database over the public internet with offline support and high-latency tolerance built in.

What changes

10B+ rows synchronized across public internet links in production.

AnalyticsReportingCache

BI and analytics acceleration

For: Power BI dashboards, internal analytics, customer-facing reports

The bottleneck

Heavy aggregations against a transactional database make every dashboard slow; and every dashboard refresh costs you.

How redfly solves it

Pre-computed results live in Redis. Reports return instantly; the warehouse only runs when data actually changes.

What changes

Dashboards that feel instant on the same data, on the same database.

Multi-siteOfflineSync

Supply Chain & Logistics

For: Third-party logistics, distribution, cold storage, anyone running several sites

The bottleneck

Sites in different time zones, each on its own systems and its own network, and no appetite for a change that disrupts the operation.

How redfly solves it

Sync warehouse data to the cloud for centralized, multi-site reporting, at a fraction of the conventional cost. Remote locations on high-latency networks are supported.

What changes

One report across every site, current to within minutes, instead of chasing spreadsheets.

What we do for supply chain & logistics →
PlatformAPICaching

Microservices without per-service scaffolding

For: Platform teams building 10+ services on shared data

The bottleneck

Every team rebuilds the same data access + caching + REST scaffolding. Quality varies. Velocity sinks.

How redfly solves it

Every service reads through the same redfly API. One pattern across all services, with caching handled behind it.

What changes

40% fewer steps, up to 60% faster from schema to production endpoint.

RetailCheckoutPeak load

E-commerce & retail at checkout-load scale

For: Online stores, marketplaces, omnichannel retail

The bottleneck

Inventory, pricing, personalization, and order state all need real-time consistency; and every checkout spike turns the database into the bottleneck.

How redfly solves it

redfly caches product catalog, inventory deltas, and per-customer state in Redis. Change capture keeps everything fresh as orders and inventory change. The checkout path stays fast even at Black Friday peaks.

What changes

Black Fridays and Cyber Mondays handled with no last-minute scaling drills.

ConsumerEngagementJoins on Redis

Social & customer engagement at consumer scale

For: Social platforms, community apps, customer-engagement systems

The bottleneck

Feeds, mentions, follower graphs, and notification fan-out demand instantaneous retrieval on data that changes constantly.

How redfly solves it

redfly caches engagement data with joins on Redis and propagates writes via change capture. Reads are served in single-digit ms; the relational database becomes the system of record, not the system of latency.

What changes

Feed and timeline reads stay under 50ms at consumer scale.

AuthRBACSub-ms

Security: instant authentication & authorization

For: Identity, RBAC, session validation, token introspection

The bottleneck

Every API call needs an auth check. A database round-trip per call destroys p99. Custom in-memory caches drift from the source of truth on permission changes.

How redfly solves it

redfly serves identity and permission lookups from Redis with change-capture-driven invalidation on user / role / scope changes. Auth checks become sub-millisecond; and stay correct.

What changes

Sub-millisecond authorization on every request, with no stale-permissions bugs.

Ready when you are

Your use case, your data.

Work with us as a design partner and see the difference in your dashboards, not in a slide deck.

redfly API + Sync Service · Licensed directly from redfly