Data consultancy · est. 2017

Your data is
already telling you
what to do next.

Wilco builds the pipelines, dashboards, and models that turn a messy stack into decisions you can defend. We start with a two-week audit and we leave once your team owns it.

Trusted across
Fintech/Logistics/Healthcare/Retail & DTC/Insurance/Renewable Energy/B2B SaaS/Manufacturing/Media/Public Sector/Fintech/Logistics/Healthcare/Retail & DTC/Insurance/Renewable Energy/B2B SaaS/Manufacturing/Media/Public Sector/

What we do

Four disciplines, one stack that holds together.

01

Data Engineering

We build the pipelines underneath everything else — ingestion, transformation, and warehousing that holds up when volume spikes and schemas drift.

  • Streaming & batch ingestion
  • dbt modeling & lineage
  • Warehouse architecture
  • Pipeline observability
02

Analytics & BI

Dashboards people actually open. We turn warehouse tables into metrics leaders trust, with definitions that stay consistent across every team.

  • Semantic & metrics layers
  • Executive reporting
  • Self-serve exploration
  • Experiment analysis
03

Machine Learning

Models that ship, not slide decks. We take forecasting, scoring, and recommendation work from notebook to production endpoint with monitoring attached.

  • Forecasting & demand models
  • Propensity & churn scoring
  • Feature stores
  • MLOps & drift monitoring
04

Governance & Trust

The unglamorous layer that keeps regulators calm and analysts honest — cataloging, access control, and quality testing wired into the pipeline itself.

  • Data cataloging
  • Quality & contract testing
  • Access & PII controls
  • SOC 2 / GDPR readiness

How we work

No 18-month
re-platforming.

Every engagement ships working software into production within the first month. You see value before the invoice clears, and you are never locked into a tool you cannot run yourselves.

  1. Phase 01

    Audit

    A two-week teardown of your stack, sources, and reporting. You leave with a map of what is reliable, what is duct tape, and what is costing you decisions.

  2. Phase 02

    Architect

    We design the target state — warehouse, models, and contracts — sized to your team rather than to a vendor brochure. Nothing gets built before it is agreed.

  3. Phase 03

    Build

    Incremental delivery in fortnightly increments. Each one ships a working slice into production, so value lands months before the full migration is done.

  4. Phase 04

    Hand off

    We document, pair, and train until your team owns it outright. We measure success by how quickly you stop needing us in the room.

The numbers

Outcomes, measured.

Aggregate results across 60+ engagements since 2017. We track them because our clients do.

$140M+
Revenue informed

Decisions running on pipelines we built

47.2%
Median query speedup

After warehouse re-architecture

11 days
Average time to first model

From kickoff to a live dashboard

0.4%
Pipeline failure rate

Across monitored production jobs

“We had eleven dashboards and zero trust in any of them. Wilco rebuilt the metrics layer in six weeks. Now finance and growth argue about strategy instead of whose number is right.”
Mara VelasquezVP Analytics, Harborline Freight

Start here

Book a two-week
data audit.

Tell us where it hurts. We will scope a fixed-price audit of your stack and hand back a plan — whether or not you hire us for the build.

Email
hello@wilcodata.com
Typical first response
Within one business day
Engagements
Fixed-price audits · retained build teams