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§ 02 · Services · Five pillars · One root
01 / AI 02 / DATA 03 / SOFT 04 / FLOW 05 / SEC
02 / DATA

Data
Architecture.

Your numbers in one place. The spreadsheets, the systems, the notebook on the desk. One source of truth your team actually uses.

§ 03 · What this is, concretely
FOUR WORKED PATTERNS
  1. 01
    Source-of-truth modeling

    Entity resolution across your six systems. One customer record. One property record. One employee record. The dispute layer named, not hidden.

  2. 02
    Pipeline to warehouse

    Daily reconciliation between operational systems and a queryable warehouse. The numbers in the meeting are the same numbers in the system.

  3. 03
    Operational dashboards

    Three to five views your team actually opens. Not a Looker zoo. The ones that change a decision this week.

  4. 04
    The “DON’T DELETE” spreadsheet

    We take the spreadsheet whose tab nobody understands and turn it into a real schema with a real owner and a real backup.

§03B Pricing

TWO DOORS. NO LOCK-IN.

Build the warehouse outright, or run data architecture as a managed service. Same schemas, same pipelines, two commercial shapes.

Same pricing on every pillar
01 / Custom Products You own it
From $1,500

Fixed-scope build. You own the code, the data, and the infrastructure. 50/50 deposit and delivery. One-time engagement. No upper band. A discovery call defines the scope.

What you walk away with
  • Source codeIn your repo. Your name on the license.
  • InfrastructureIn your cloud account. Your billing, your control.
  • Handoff docA runbook your next dev can read on day one.
  • Off-rampWritten before the on-ramp. No exit fees.
Let’s get you fitted
02 / Managed Services We run it
From $150 / mo

We run it. You don’t. Monitoring, sync, dashboards, reporting, and the patches when a vendor changes an API. Month to month. Cancel any month.

What runs while you sleep
  • MonitoringIf it breaks, you hear it from us first.
  • Patches & upgradesVendor API changes, library bumps, kept current.
  • Monthly digestWhat ran, what changed, what to watch.
  • CancellationOne month notice. No claw-back. Code stays yours.
Let’s get you fitted

Both doors include scoping. Neither requires a multi-year commitment. Same operators behind both.

§ 04 · The number that governs this pillar
42%

of what your best employee knows lives nowhere but in their head.

Source Panopto / YouGov Workplace Knowledge & Productivity Report
Why this pillar exists

Data architecture is the literal name for getting tribal knowledge out of one head and into a system the next hire can read on day one. Every other pillar is downstream of this one.

See the full research picture
§ 05 · Proof in the field
ONE ENGAGEMENT · SAME ROOT
Commercial Real Estate

Fourteen thousand properties.

Six different systems, one person who knew which one to trust. We connected them. The notebook on the desk became a system on every screen.

This engagement addressed 42% of what your best employee knows lives nowhere but in their head — Panopto / YouGov
14,710
Properties unified
6 → 1
Systems consolidated
Engagement3G Healthcare Real Estate
PillarsData · Integration
§ 06 · Frequently asked
FOUR QUESTIONS · STRAIGHT ANSWERS
Q.01 We have data in five systems. Where do you start?

With the question you’re trying to answer first. Source-of-truth modeling is only useful if it serves a decision. We work backward from the weekly meeting to the schema, not forward from the schema to a dashboard nobody opens.

Q.02 Do we have to throw out our existing tools?

Almost never. The systems you already pay for usually have the data. The problem is that nobody put a layer underneath them. We add the layer.

Q.03 What about the spreadsheet someone has been running for ten years?

It stays. We promote it into a system with a schema, an owner, and a backup. The person who ran it stays close. The org stops being dependent on the file path.

Q.04 How do you handle bad data?

We don’t pretend it isn’t there. We separate it, name it, and put it on the roadmap. Cleaning takes time; pretending costs more.

Why this matters See the cost of knowledge loss →

If this is the pillar that fits the symptom, we should talk before the next quarter starts.

Architecture, not apps.

Let’s get you fitted → Read the research