Currently in production/Selectively engaging Q3

Production AI.
Built to ship.

VUSA Core is the delivery firm that translates non-technical briefs into shipped AI platforms. Spec, build, deploy, hand over. No prototypes that die on a shelf. The platform you commission is the platform you own.

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§ Ledger / Revenue Curve

The line that compounds after handover.

Production AI doesn't plateau. Once shipped, the platform earns its keep — quarter on quarter, with the client holding the keys.

§ 02 / Capabilities

What we ship,
end to end.

Four phases. Same arc on every mandate. The order does not change.

Phase 01 / Translate

Convert intent into specification.

Ambition translated into engineering scope before a line of code is written. The spec is the contract.

Phase 02 / De-risk

Kill the hardest assumption first.

The riskiest variable gets a narrow proof of concept — proven in isolation before the platform wraps around it.

Phase 03 / Architect

Compliance designed in.

Designed in at architecture stage — never retrofitted under audit pressure six months later.

Phase 04 / Hand over

Ship.
Then leave.

The client owns the pipeline the day we walk out. Lock-in is a failure mode, not a business model.

01
02
03
04
TranslateNon-technical → engineering
§ 03 / Selected Work

The dossiers,
filed.

Live mandates and shipped platforms. Drag, scroll, or tab to navigate.

Q1 2025 — Q2 2026 · Filed
01 / 04
CASE 01Regulated FinServ · AU
Shipped · Q4 2025

Money Spirit

A community + AI classification platform shipped into a regulated financial services mandate. Replaced a six-figure-annualised SaaS stack with a self-hosted equivalent at full feature parity. Compliance designed in at architecture, not retrofitted.

80%Infra cost reduction · annualised
26Postgres tables / RLS enforced
10AI archetypes routed at classification
Next.jsGeminiVertex AIPostgreSQL · RLSSupabaseStripe
CASE 02B2B SaaS · UK
In Beta · Q1 2026

Project Northstar

Multi-LLM B2B prospecting and CRM. Discovery → verification → outreach with live domain-attached landing pages generated per qualified lead. Two language models routed against different workloads — Claude for premium copy, Gemini for audits.

100%Vitest workflow coverage
02LLMs · cost-quality routed
05External APIs orchestrated async
ClaudeGeminiCompanies HouseGoogle PlacesPlaywrightVercel Queues
CASE 03Commodities · Global
Shipped · 2024

Copilot Suite

Microsoft Copilot Studio agents on supplier, market, compliance, and procurement knowledge. AI-surfaced trade corridor opportunities tied to climate signals. Outcomes measured in commercial throughput, not deployment metrics.

40%Faster market entry · 3 regions
21%Logistics turnaround uplift
8.2%Divisional revenue YoY
Copilot StudioPower AutomateSharePointPower BI
CASE 04Mandate · Yours
Stealth · Open

The next mandate

Whatever you're trying to ship that nobody else can build with the speed and discipline you need. That's where the firm comes in. Selectively engaging mandates this quarter.

§ 04 / The Method

Five stages.
No detours.

01

Translate the brief

Convert non-technical client intent into a signed-off technical specification. Both sides aligned before code is written. The spec reads end to end without a glossary.

ArtefactSpec · PRD · Advisory
02

De-risk the hardest piece

Identify the riskiest assumption. Build a narrow PoC that targets it directly. The PoC must answer the question that, if wrong, kills the project.

DoctrineTest cheaply, in isolation
03

Architect with compliance in

Privacy and regulatory framing designed in at the data model and UX layer. Row-level security at the database, not the app. Compliance is structural.

OutcomeAudit-ready by default
04

Deploy with MLOps live

Production deployment with operational instrumentation already running. Versioning, quotas, logs, alerts. Observable and operable from day one.

StackVertex · Vercel · Sentry
05

Hand over and leave

Documentation, runbooks, user manuals. The client owns the pipeline the day the contract closes. Success is whether they can run it without us.

PositionLock-in is a failure mode
§ 05 / Engage

Let's build
something real.

Brief us. We come back with a spec, a quote, and a date you can hold us to. The mandate opens the moment you sign.

We are selectively engaging Q3 mandates. Briefs are reviewed weekly. Expect a reply within two business days.

§ Brief Form / Direct

Tell us about the build.

Submitted directly to info@vusacore.com.
Confidentiality assumed. No spam, ever.