Division B · AI-augmented

Software & Systems Architecture

We design systems, build them fast with AI, and verify they hold. For NZ technical founders and ops leads with a systems problem — something held together by spreadsheets or a tool that does not exist yet. AI accelerates. A human verifies.

Start with a $1,500 Architecture Review

Price

$1,500 fixed

inc GST

Duration

3–5 working days

What you get

A written architecture map of your system — what it should be, where the integration seams and failure modes are, where AI genuinely helps vs where a human must verify, and a phased build plan with indicative costs.

Outcome

The review ends with a named, priced first build phase — a qualified scope, not a free giveaway.

Book the Architecture Review →

What we design and build

Systems & Solution Architecture

We design the structure before the build: data model, integration seams, failure modes, and a reliability budget. You know what you are building before it starts.

AI-Augmented Build

We implement the designed system with AI leverage — breadth and speed a same-cost human-only shop cannot match. Across modern stacks: TypeScript, Python, React/Next.js, Cloud Run, Firestore.

Integration & Internal Tooling

We connect systems you already run — internal dashboards, automation, data pipelines. If it is held together by spreadsheets or manual steps, we engineer the replacement.

Reliability Engineering

Every AI-assisted capability is paired with its reliability boundary: here is where it is trusted, here is where a human verifies. That map is built into the system, not bolted on after.

How engagements work

S0 Wedge

Systems Architecture Review

$1,500 fixed

Architecture map + phased build plan. Ends with a named, priced first phase. The low-friction start.

S1 Core Build

Committed-Hours Build

$220–280 / hr NZD

Architecture-led build in committed weekly blocks. Priced as committed capacity, not commodity hours. Fixed-price only for narrowly bounded deliverables that clear a 2x blowout test.

S2 Recurring

Hosting & Reliability Retainer

Monthly flat rate

After every build, we offer to keep the system's reliability boundary current as it evolves. Hosting, monitoring, minor updates.

See Hosting & Retainer →

Why trust the methodology

Toby Bell-Ramsay is an engineer at Tait Communications — four years building radio communications systems where reliability is not optional. Holder of the Steven Bly Award for Most Outstanding Product or Solution Development, 2025.

AcesForge runs its own business on AI-augmented systems it designed and built: a multi-tool MCP operations layer, an agent fleet, and a production voice platform. We build these for ourselves first. That is the proof of the methodology.

Frequently asked questions

Have a systems problem?

Start with the $1,500 Architecture Review. Three to five days. A written map of your system and a clear next phase.

Book the Architecture Review →