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Methodology · the Fix-First framework

Why the work holds up.

An autonomous decision is only as defensible as the discipline that produced it. The firm runs the same discipline on every engagement, regulated or not — and it is the discipline, not the tooling, that a board, an auditor, and a regulator can see.

  1. Fix-First
    Process before automation
    A broken process automated only scales the dysfunction — so it is fixed first.
  2. On real data
    The first delivery
    A working vertical slice of production architecture, not a slideware promise.
  3. Go / No-Go
    Evidence gates
    Each stage is committed only on the evidence the last one produced.
The discipline

Six principles, applied to every engagement.

  1. 01

    Fix-First

    Technology does not fix a broken process; it scales the dysfunction. Each in-scope process is mapped and improved under conventional discipline before it is automated.

  2. 02

    Diagnose before you build

    The firm does not quote a fixed build price before the build is understood. A paid diagnostic and a working product precede the paid build.

  3. 03

    MVP, not proof of concept

    The first delivery is always a working vertical slice of production architecture, operating on real data, built to scale. “Proof of concept” carries the wrong promise.

  4. 04

    Measure outcomes, not deployments

    “We deployed an agent” is not a result. “Collections recovered R2.55m a month” is. A system that fails its target metric is retired.

  5. 05

    Governance, engineered in

    Audit, observability, and human override are produced as outputs of the system from the first sub-phase, not retrofitted. Every autonomous decision produces the client-owned Decision Record.

  6. 06

    The staged engagement

    Scoping → MVP → production build → annuity, with a Go/No-Go gate on evidence between each — so the programme is funded against results, not forecasts.

The staged engagement

Four stages, with a Go / No-Go gate on evidence between each.

No stage is committed before the one before it has produced the evidence to justify it. The client funds the next step against results, not a forecast.

  1. 01Gate 0

    Qualification & scoping

    A working session that maps the process and baselines the opportunity.

  2. 02Gate 1

    Working product

    A vertical slice running on real client data — evidence, not slideware.

  3. 03Gate 2

    Production build

    The system, engineered to scale, with governance as an output.

  4. 04Gate 3

    Annuity

    The system is operated and improved; priced on the result where the metric can be underwritten.

Start here

Start with a scoping conversation.

A 90-minute working session, not a pitch. We map the process, baseline the opportunity, and define what success would have to look like — the inputs to a paid diagnostic and a working product, if it makes sense to proceed.

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Tell us the process you would like to examine and we will arrange a 90-minute working session — a senior member of the team responds within one business day.

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