Coreframe Labs
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Data platforms with sub-second answers.

Analytics platforms and pipelines that stay fast as data grows — billion-row OLAP, multi-tier caching, and dashboards dense enough to replace your BI tool.

ClickHouse1B+ Rows60fps DashboardsSpark

What we do

OLAP at scale

ClickHouse deployment, MergeTree schema design, and query optimisation — 42,000ms to 380ms on the same query.

Data pipelines

Apache Spark and Azure Data Lake ingestion with validation at every stage — clean data or loud failure, never silent drift.

Caching architecture

Multi-tier Redis layers holding a 94% hit rate in production — freshness and speed at the same time.

Analytics UIs

ECharts-on-Canvas dashboards rendering 50,000+ points at 60fps — selected over PowerBI in a head-to-head client evaluation.

Proof: a billion-row platform serving sub-second queries; an enterprise dashboard 95% faster; PowerBI beaten in the client's own evaluation.

How we do it

Simple, transparent, and end-to-end delivery.

01

Discovery

  • Scoping workshop
  • Goal & metric setting
  • Benchmark-first prototyping
  • Project plan in writing

02

Execution

  • Architecture & design
  • Iterative builds
  • APIs & integrations
  • Weekly demos

03

QA & Launch

  • Staged rollout
  • Automated rollback
  • Monitoring from day one
  • Live findings call

04

Support

  • Retainer or on-call
  • Feedback integration
  • Performance reviews
  • No lock-in — you own it all

Who we do it for

Startups

  • MVP to production at day-rate, no bloat
  • Senior engineering without the full-time hire
  • Benchmarked technical decisions from day one
  • Public pricing, no discovery-call paywalls

SMBs

  • Fixed-price Technical Audit as a safe entry point
  • Automation that pays for itself in hours saved
  • Modernisation without a rewrite gamble
  • A remediation plan you can execute with or without us

Enterprises

  • Azure AD, role-based access, audit-friendly lineage
  • Proven at enterprise scale — selected over PowerBI
  • Governance and compliance built in from day one
  • Delivery discipline: 95% on-time across 17 engineers

Why partner with Coreframe Labs?

Accelerate delivery. Ship with confidence. Keep the numbers.

Numbers, not slideware

Every recommendation is benchmarked on your real workload — and we publish our methods.

Faster launches

95% on-time delivery across a 17-engineer team; the same discipline applies at any size.

Senior expertise

5+ years of production experience across AI, data, and full-stack — no juniors learning on your budget.

Flexible scaling

Day-rate for scoped builds, retainer for ongoing capacity — scale up or down without renegotiation.

Lower risk

Staged rollouts, automated rollback, and you own all code and deliverables from day one.

Tech stack

Yes, we cover your tech stack.

ClickHousePostgreSQLApache SparkRedisAzure Data LakeEChartsPythonReact 19Next.js 15TypeScriptJavaScriptTailwind CSSVue.jsNode.jsExpressNestJSDjango 5FastAPIFlask
GraphQLREST APIsWebSocketsMySQLMongoDBElasticsearchApache KafkaRabbitMQApache AirflowdbtPrismaPandasStripeAnthropic ClaudeOpenAI APILLM / RAGAgentic AILangChainHugging Face
PyTorchscikit-learnDockerKubernetesTerraformNginxAzure AKSAzure DevOpsGitHub ActionsAWSVercelRailwayCloudflarePlaywrightPytestGrafanaPrometheusNew Relic

Let's discuss your project

Get a free consultation and a concrete plan — not a sales funnel.