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Context

A growing business that depends on this system every day. It had grown past what its first setup could handle.

Problem

Work was split across several tools. People copied data by hand, reports were late, and nobody could say how the whole system fit together.

Architecture

Replace with the real architecture: systems, integrations and data flows.

Your goalKnowledgeYour toolsAI agentHuman review

What we owned

  • Discovery and architecture
  • Engineering and integrations
  • Migration
  • Hosting and monitoring
  • Ongoing support

Key decisions and trade-offs

  1. 1

    Chose the simplest platform that fit

    We compared a custom build with an existing platform and picked the one with less to maintain.

  2. 2

    Kept one source of truth for data

    Every tool reads from the same records, so reports match what people see.

  3. 3

    Added a person to every risky step

    Automation handles the routine work. A person approves anything that cannot be undone.

Outcome

80%

less manual work (sample)

3×

faster pages (sample)

5 min

to build a report, from 2 days (sample)

What happened next

After launch we kept running the system and added new features every month.

They questioned our plan first, and the result was simpler than what we asked for.

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