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Custom software & internal tools

Build the system behind the workaround.

Replace fragile handoffs, scattered tools, or a platform the business has outgrown with one coherent system.

Okanagan AI Solutions designs custom business software around the people doing the work, the customers moving through it, and the data that has to remain trustworthy.

Customer journeysStaff operationsMigration planning

Define

A shared domain model

The people, records, rules, states, exceptions, and source-of-truth boundaries made explicit.

Build

A complete working path

A focused customer or staff journey that can be reviewed against real operating conditions.

Transition

Release and migration evidence

Known dependencies, validation checks, reconciliation paths, and current deployment status documented.

One operating picture

Connect the work that belongs together.

Custom software is useful when the business has real rules and relationships that off-the-shelf tools flatten or scatter. The build begins with that domain, not with a screen list.

  1. 01

    Workflow and domain modelling

    Define the people, records, rules, states, and exceptions the system must represent before the interface hides the hard parts.

  2. 02

    Customer and staff experiences

    Give each person the context and next action their role needs without forcing everyone through the same generic workflow.

  3. 03

    Integrations and migration

    Plan how existing records move, how systems exchange data, how results are reconciled, and how the business can recover when an edge case appears.

  4. 04

    Staged delivery

    Build and verify a useful path at a time so operational reality can shape the product before a wider cutover.

In development / Case study

TumbleTrack

A registration and operations platform being built as a controlled replacement for Jackrabbit.

Rehearsal / Case study

TumbleTalk

A coach-first staff operations walkthrough using synthetic data and no production-result claim.

Status matters

Evidence stays labelled

The case studies distinguish in-development work, rehearsal evidence, and completed public reachability.

When to consider it

The workaround has become the work.

A custom system may be worth exploring when staff re-enter the same information, critical rules live in one person’s head, customers cannot see what happens next, or several subscriptions still fail to create one reliable source of truth.

It does not have to begin as a full replacement. A narrow workflow, reconciliation tool, customer portal, or internal operations view can establish the domain and the value before the scope grows.

Delivery and handoff

Make the operating model executable.

A focused software engagement can produce a shared domain model, a working customer or staff journey, implementation source, and release or migration evidence. The written scope states which environments, accounts, integrations, documentation, support, and ownership or licensing terms are included.

  1. 01

    Model the real rules

    Define the records, states, decisions, exceptions, and source-of-truth boundaries before screens hide them.

  2. 02

    Ship a complete workflow

    Build one useful end-to-end path and review it with representative conditions and data.

  3. 03

    Plan the transition

    Document access, migration checks, reconciliation, rollback, support, and what must be proven before wider use.

Full delivery process

Common questions

Before replacing the workaround.

Does this have to replace everything at once?

No. A narrow workflow, staff view, customer portal, or reconciliation tool can establish the domain and value before a broader transition.

How is existing data handled?

Migration scope, validation, privacy boundaries, reconciliation, recovery, and cutover authority must be defined for the specific systems involved. A build is not treated as migration proof.

What do we receive and own?

Typical deliverables are described above. Exact source, data, environments, accounts, documentation, support, and ownership or licensing terms are stated in the written project agreement rather than assumed from this page.

Outgrown the current tools?

Map the system you actually need.

Describe the operation