◈ CrystalQueryNest // Data Ops Board Reply SLA: < 2h
◈ Pin № 001 — Data Command Board

Tangled metrics in.
Decisions you can defend out.

We architect resilient distributed data pipelines, modern analytical warehouses, and automated real-time transformation streams that turn complex metrics into actionable insights.

Airflow Orchestration dbt Core + SQL Kafka / Flink Streams 99.98% Uptime
↓ Browse the Pinboard
Pipeline Status Live
  • INGEST ✓ Kafka + Debezium CDC
  • TRANSFORM ✓ dbt on Warehouse
  • SERVE ✓ Dashboards + APIs

4.2B

events processed daily across client stacks

SELECT insight,
       action
  FROM raw_noise
 WHERE signal = true;

— the whole job, honestly

4.2B

Events / Day

38%

Avg. Warehouse Cost Cut

120+

Pipelines Shipped

<2h

Reply SLA

The Service Pinboard

Every craft, pinned & priced

Fixed-scope engagements for teams drowning in brittle ETL, stale warehouses, and dashboards nobody trusts. Pick a card, send the brief, get a timeline.

Rapid Pin Audit

Pipeline Architecture Audit

A blunt teardown of your ingest, transform, and serving layers — what breaks first, what costs most, and what to fix this quarter.

  • ▸ Current-state flow & schema map
  • ▸ Bottleneck & failure-point report
  • ▸ Prioritized 90-day fix roadmap
Price $450
Turnaround 3 business days
Request the Teardown →
Most Pinned Modeling

dbt Transformation Suite

A version-controlled dbt project with tested, documented models your analysts can finally trust without a Slack caveat.

  • ▸ Staging + star-schema model layers
  • ▸ Source & row tests wired into CI
  • ▸ Self-serve documentation site
Price $1,200
Turnaround 10 business days
Commission the Models →
Flagship Warehouse

Warehouse Modernization

Move off the legacy warehouse or raw S3 lake onto Snowflake, BigQuery, or Redshift — with zero reporting downtime during cutover.

  • ▸ Parallel-run migration & cutover
  • ▸ Workload, partition & cluster redesign
  • ▸ BI re-pointing with row-count parity checks
  • ▸ Team handover playbook
Price $3,200
Turnaround 4 weeks
Scope the Migration →
Hot Pin Streaming

Real-Time Streaming Backbone

Kafka-based event backbone with exactly-once sinks feeding live dashboards, alerting, and downstream services.

  • ▸ Topic design & schema registry
  • ▸ Exactly-once sinks to warehouse & cache
  • ▸ Consumer-lag & partition health monitors
Price $2,800
Turnaround 3 weeks
Wire the Streams →
Migration

Legacy ETL Replatforming

Retire brittle cron scripts and midnight CSV drops in favor of orchestrated, observable, retried DAGs.

  • ▸ Airflow DAG reconstruction
  • ▸ Secret & connection hardening
  • ▸ Parity checks against legacy outputs
Price $1,900
Turnaround 2 weeks
Retire the Cron Jobs →
Fast Ship Visuals

Executive BI Dashboard Pack

Three executive dashboards in Looker Studio, Power BI, or Metabase — built on certified models, not spreadsheet duct tape.

  • ▸ 3 dashboards, 12+ tiles each
  • ▸ Governed metric layer & joins
  • ▸ Mobile layout pass & training call
Price $950
Turnaround 8 business days
Claim the Dashboards →
Guardrails

Data Quality & Observability

Freshness, volume, and schema checks that page the right human before your stakeholders spot the wrong number.

  • ▸ Anomaly & freshness test suite
  • ▸ Slack & email alert routing
  • ▸ Incident runbook board
Price $780
Turnaround 6 business days
Arm the Guardrails →
ML Ops

ML Feature Pipelines

Batch and near-real-time feature pipelines with point-in-time correctness, so training and serving finally agree.

  • ▸ Feature store wiring (Feast or native)
  • ▸ Point-in-time join validation
  • ▸ Online / offline store sync jobs
Price $2,100
Turnaround 2 weeks
Stage the Features →
Pays Back Fast FinOps

Warehouse Cost & Performance Tuning

A query, clustering, and warehouse-size audit that typically pays for itself in the first billing cycle.

  • ▸ Top-50 query rewrite plan
  • ▸ Clustering & view tuning
  • ▸ Right-sized auto-suspend policy
Price $650
Turnaround 5 business days
Trim the Bill →
24/7 Watch Retainer

Pipeline Ops Retainer

A named engineer keeps your DAGs, tests, and warehouses healthy — with a guaranteed reply window, not a ticket void.

  • ▸ Daily health sweep & patching
  • ▸ Priority 2-business-hour response
  • ▸ Monthly architecture clinic
Price $890 / mo
Cadence Ongoing
Activate the Retainer →
Note to Your Data Team

Your metrics are shouting.
Let's transcribe them.

Send the brief and get a fixed scope, a delivery window, and a named engineer — usually within two business hours.