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How it works

One AI team. Seven phases. Every gate is yours.

Systaumate runs your product through the same lifecycle a senior engineering organization would — Requirements to Operate — executed by 86 specialized AI Agents and supervised by three layers of checks, with you approving the decisions that matter.

Start building → See real products
The run

You describe it. The team runs it. You sign off.

Bring a brief, a spec, or an existing codebase. A deterministic conductor plans the work and dispatches specialist AI Agents phase by phase — never letting one advance until its work is verified and, where it counts, approved by you.

  • No engineers to hire, no code to write yourself
  • Every phase leaves a reviewable trail in your own repository
  • You hold the gates — nothing irreversible happens without you
The seven phases

What the AI team actually does — at each stage.

Each phase has its own specialist producers and their independent reviewers. The count in brackets is the AI Agents engaged on that phase — producers plus their paired reviewers.

01

Requirements

6 AI Agents👤 Your gate

Product and backlog specialists turn your brief into a clear PRD, success metrics and testable user stories — and surface the sharp questions before anything is built. You approve scope.

02

Design

8 AI Agents✓ Auto gate

UX, visual and accessibility specialists produce the flows, interface and interactive mockup, evaluated for usability and craft against a top-studio bar before implementation begins.

03

Architecture

10 AI Agents👤 Your gate

Solution, data and security architects define the system, the data model and the front-end↔back-end contract, with a threat model on every sensitive surface. You approve the stack and the contracts.

04

Implementation

10 AI Agents✓ Auto gate

Back-end, front-end and integration engineers build to the contract and the approved mockup — each producer shadowed by a code reviewer verifying correctness, standards and fidelity to the design.

05

Testing

14 AI Agents✓ Auto gate

QA, API, end-to-end, performance and security testers exercise the build adversarially and produce an integrated ship / no-ship verdict — no defect a competent review would catch reaches you.

06

Release

12 AI Agents👤 Your gate

DevOps, reliability and analytics specialists prepare the pipeline, observability and metrics. The release itself is staged for you — the go-live is the one action reserved for a human: you.

07

Operate & iterate

14 AI Agents👤 Your gate

Once live, reliability, support and product specialists watch production, triage issues by root cause, and feed the next cycle's priorities back to phase one. The loop keeps improving the product.

The three gates

Quality isn't asserted. It's gated — three ways, cheapest first.

Every phase passes through three independent layers of checking before it can advance. It's how a humanless team holds a senior bar.

Layer 1

Automated safeguards

Deterministic checks run on every action — tests before commit, no secrets, no stubs, no unsafe operations. They block bad work outright; nothing advances past a red check.

Layer 2

Independent AI review

Each of the 43 specialists is paired 1:1 with its own reviewer that reads the governing spec, mockup and build, and traces every claim to its source — adversarially. A rubber stamp is itself a failure.

Layer 3

Your gate

On the decisions that matter — scope, architecture, go-live — the pipeline stops and waits for you. Irreversible and costly actions are never automated. You approve, or send it back.

The team

86 AI Agents in the core team. 150+ on a full stack.

43 specialist producers, each paired 1:1 with an independent reviewer — 86 AI Agents in all. On a full, particular technology stack, conditional specialists and review rounds bring 150+ AI Agents to bear on a single product. Below: the lifecycle they run, and where you hold the gate.

01Requirements👤 Your gate
02Design✓ Auto gate
03Architecture👤 Your gate
04Build✓ Auto gate
05Testing✓ Auto gate
06Release👤 Your gate
07Operate👤 Your gate
Automated safeguards block bad work before it advances An independent reviewer verifies every phase You approve scope, architecture & go‑live
Get started

See it run on your product.

Tell us what you're building. We'll walk you through exactly how Systaumate takes it from idea to shipped — and where you stay in control. No obligation, no engineers required.

Start building → See the proof
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