You Probably Do Not Need to Shard
What to exhaust first, and how to tell when you genuinely do.
Schema design, sharding and caching for systems that outgrew their first database. We fix the data layer before it becomes the reason everything else is slow.
Trusted by teams worldwide
Six service lines covering design, growth, availability and the queries that are quietly costing you.
Data architectures we have taken to production, with the trade-offs each one carries, backed by our performance and infrastructure teams.
Schema-per-tenant or row-level isolation patterns give you data segregation without sacrificing query performance.
ACID-compliant schemas, double-entry ledger design, distributed transactions, and audit trail tables.
ClickHouse or TimescaleDB for time-series data, OLAP query optimization, and streaming ingestion pipelines.
Offline-first sync architectures, conflict resolution, partial indexes, and hot-path caching for mobile-scale workloads.
HIPAA-ready designs with field-level encryption, access logging, and FHIR-compatible schema structures.
Product variant models, inventory tracking, flash-sale concurrency controls, and search-optimised Elasticsearch sync.
One look at your schema, your slow query log and your growth curve usually finds the real bottleneck. It is rarely the one the team is arguing about.
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A process that measures before it changes anything, because database work is easy to get confidently wrong.
We profile the schema, indexes, query patterns and growth curve, then agree a fixed quote.
Target architecture, migration path and rollback plan designed before changes.
Schema, indexing and caching changes shipped incrementally with benchmarks.
Load testing at projected volume plus a dry-run migration on a copy.
Cutover with monitoring, then tuning as real traffic arrives.
Typical range once N+1 patterns and missing indexes are fixed.
Online migration patterns so cutover is not an outage.
Sharded and replicated estates we have taken live.
Typical time from audit to a difference users can feel.
Real products, real users, real numbers, across health, mobility, delivery and education.

Mood tracking, guided sessions and personalised wellness plans in a warm, calming experience.

Live driver tracking, surge-aware fare estimation and multi-payment support in a fast, reliable app.

Live order tracking, smart dispatch and route optimisation that cut delivery times across 200+ restaurants.

Coach matching, personalised study plans and adaptive progress tracking for 10K+ students.
Six workload shapes with genuinely different data requirements.

Isolating tenants without a database per customer.

Systems where the numbers must always reconcile.

Dashboards over data that never stops arriving.

Sync and offline behaviour that feels instant.

Health data with strict access and retention rules.

Search and filtering across large inventories.
“Appther built our student competition app exactly the way we envisioned it: easy registration, smooth judging, and real-time results that keep participants engaged.”

“Building a mental health app means every detail has to be handled with care, and Appther got that from day one. The product feels warm, simple, and genuinely helpful.”

“Appther exceeded every expectation, on time and on budget, and the final product has been instrumental in scaling our business. A rare engineering partner.”

“Implementing an ERP across our operations felt daunting at first, but Appther made the transition seamless. Every department now works off a single source of truth.”

Field notes from real builds. No hype, just what worked and what didn't.
What to exhaust first, and how to tell when you genuinely do.
Why ORMs keep producing it and how we find them fast.
Expand-and-contract patterns that avoid a maintenance window.
An honest framing that ignores the tribalism.
Walk away from one call with the likely bottleneck, a remediation order, a realistic budget range and a timeline. No pitch deck, no obligation.
Tell us what is slow and how fast your data is growing. No sales pitch, just a straight answer on approach, scope, timeline and cost. Prefer email? Use our contact page.
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