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Data that earns the meeting.

Pipelines, dashboards, and workflow automation that move from "we should look into that" to "we shipped it Tuesday." We score every automation candidate, ship what pays back, and walk away from what doesn't.

[02]
§ Benchmarks

What we ship by default.

Numbers from our recent data and automation engagements.

  • [1]
    < 1s
    dashboard refresh latency
  • [2]
    6+
    legacy reports replaced typical
  • [3]
    11mo
    median automation payback
  • [4]
    0
    spreadsheets in the critical path
[03]
§ Shapes

What we build.

  • [01] Airflow · dbt · Snowflake

    Data pipelines & warehouses

    Airflow, dbt, BigQuery / Snowflake / Postgres. Ingest → transform → model → serve. Versioned, tested, observable.

  • [02] Looker · Metabase · D3

    BI dashboards

    Looker, Metabase, or custom D3. Real-time when it earns its cost, batch when it doesn't. Built for the people reading them.

  • [03] Temporal · LLMs · Postgres

    Workflow automation

    Document classification, lead triage, ticket routing, ops handoffs. Human-in-the-loop where it matters, full-auto where it doesn't.

  • [04] Segment · BigQuery · GA4

    Marketing analytics

    Segment + BigQuery + attribution model. Stop arguing about which channel works; measure it.

[04]
§ Selected

Data & automation, recently shipped.

  • Real-time portfolio dashboard preview
    < 1s refresh on 11k instruments

    Real-time portfolio dashboard

    — wealth management firm · 2024
  • Document classification pipeline preview
    90% manual processing eliminated

    Document classification pipeline

    — legal services firm · 2024
  • Marketing automation rebuild preview
    5× campaign ROI

    Marketing automation rebuild

    — B2B SaaS · 2024
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