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CH Code Horizon

Operational workflows

Business Automation

We automate the work that should not require a person every time: intake, routing, approvals, notifications, and reconciliations. The process stays visible, so people can still intervene when the exception arrives.

Talk about this work Related work

The problem

Where teams get stuck

Automation projects often optimize the happy path and bury exceptions. A bot sends the email, a script updates the sheet, and when the data is incomplete the team is worse off than before.

The approach

What we actually do

We model the workflow first: who decides, what data is required, and what happens when it is missing. Then we implement queues, schedules, and human approval steps so the system is faster without becoming opaque.

What we build

Deliverables with an operator in mind

  • Intake and assignment workflows
  • Approval chains with an audit trail
  • Document and data processing pipelines
  • Scheduled reconciliations and exception queues
  • Notification systems that people will not mute
  • Internal tools that sit beside existing software
  1. 01 Intake received ↓
  2. 02 Validate + enrich ↓
  3. 03 Route to owner ↓
  4. 04 Human approval ↓
  5. 05 Write to system of record

Capabilities

How an engagement is staffed

  • Workflow mapping with exception paths, not just the brochure version
  • Background jobs, schedules, and idempotent processing
  • Human-in-the-loop steps where judgment is still required
  • Reporting on throughput, age, and failure reasons
  • Guarded rollouts so automation is introduced in slices

Use cases

When this is the right path

  • A team copying the same data between three tools every day
  • An operations process that needs SLAs, owners, and a record of who approved what
  • A finance or fulfillment workflow with a high volume of exceptions

Technologies

Tools we reach for on this work

  • Laravel
  • PHP
  • Redis
  • PostgreSQL
  • Queues
  • Node.js
  • Docker

Process

Same delivery path, scoped to this problem

  1. 01

    Discovery

    We map the real workflow, the systems already in place, and the constraint that is actually hurting. The output is a problem statement, not a mood board.

  2. 02

    Architecture

    Domain boundaries, data model, integrations, and the thinnest product that could go into production. Decisions are written so they can be revisited.

  3. 03

    Design

    Interface structure for the people who will live in the software: the empty states, the exceptions, and the screens that never appear in a pitch.

  4. 04

    Development

    Implementation in small, reviewable slices. You can see a working path early rather than waiting for a big reveal.

Example work

Related systems

Ledgerwell intake

5 exceptions

Northprint

INV-20481 · $2,480

Coding

Halden Co.

INV-20486 · $610

Approve

Finance operations

2023

Ledgerwell

An internal finance operations tool for invoice intake, coding, and approval — built for a professional services firm drowning in PDF attachments.

Case study

LIVE BOARD

Dispatch console

12 in transit

Assigned

38

Exceptions

4

Unassigned

6

LoadStatus

NL-2041

CHI → COL

On time

NL-2044

IND → CLE

Delayed

Operations platform

2025

Northline Dispatch

A dispatch and exception console for a regional freight operator that had outgrown shared spreadsheets and radio updates.

Case study

Relaydesk · connectors

3 healthy

Scheduling API

POST /jobs

200

2m ago

Invoicing

GET /invoices

200

6m ago

Integration platform

2024

Relaydesk

An integration desk that sits between scheduling, invoicing, and a technician app — with visible sync health instead of silent failures.

Case study

FAQ

Business Automation

Is this the same as connecting tools with Zapier? +

No. Lightweight connectors are useful for simple tasks. When the workflow has money, inventory, or compliance attached to it, you need a system with tests, logs, and an owner.

Will automation replace our staff? +

The useful version of automation removes copy-paste and status chasing so people can handle exceptions and customers. We design for that, not for a black box that nobody can override.

How do you introduce automation without disrupting operations? +

We run the new workflow in parallel, compare outcomes, and cut over one process at a time. Big-bang automations are how teams lose a week of orders.

Next step

Start a Business Automation conversation

Tell us about the workflow, the constraint, and the people who will use the software. We will tell you whether a build is the right next step.

Start a project See selected work