Data Engineering & Reporting
Data your team can actually trust.
Pipelines, warehouses, dashboards, and reporting — engineered with definitions, tests, and lineage so leadership doesn't have to ask "is this number right?"
Data Pipeline Development
Production ELT into a warehouse, with tests and lineage.
Pipelines from operational databases, APIs, and SaaS tools into BigQuery, Snowflake, or Postgres — with dbt models, tests, and column-level lineage.
Web Scraping Services
Robust, respectful scrapers for the data you actually need.
Targeted scrapers built with rate-limit hygiene, IP rotation when needed, change-detection, and structured output — designed to keep running, not to break the moment a CSS class changes.
ETL Automation
Reliable batch + streaming pipelines with observability.
ETL/ELT systems with scheduling, retries, dependency management, and observability — built on Airflow, Dagster, Prefect, or simpler tools when those are overkill.
Business Dashboard Development
Dashboards built on trusted, defined metrics.
Metabase / Looker / custom dashboards backed by a metrics layer, with explicit definitions, ownership, and version control.
Automated Reporting Systems
Scheduled reports your team stops dreading.
Weekly / monthly / quarterly reports generated from the warehouse, formatted for board / leadership / customers, and delivered with the right level of context.
AI Reporting Systems
Narrative summaries of dashboards, not just the dashboards.
LLM-generated narratives explaining what changed, why, and what to do — alongside the numbers, with citations to the underlying rows.
Analytics Platforms
Product analytics with the metrics your team actually needs.
Custom product analytics — event tracking, funnel analysis, cohort retention — integrated with Amplitude, PostHog, or a custom warehouse-backed solution.
Data Cleaning & Transformation
Take the bad data you have and make it usable.
Dedup, normalization, validation, and enrichment of customer/product/order data — usually a one-time project plus ongoing rules to prevent regression.