Product Sweet
Re-imagining the traditional SDLC to an AI-DLC

Product Sweet —
Intelligent agents,
Sweet results.

Product Sweet is a purpose-built AI delivery platform that wraps your entire product lifecycle — from discovery to embed — in an intelligent agent layer. Ship faster, with fewer surprises, and with full traceability at every stage.

Platform

What is Product Sweet?

Product Sweet is a cloud-native AI delivery platform designed to orchestrate software product teams at every layer — strategy, design, engineering, and operations — through a coordinated layer of intelligent agents.

It replaces the fragmented toolchain (JIRA, Confluence, Figma, GitHub, Datadog) with a single opinionated surface where human intent is captured once and agents carry it forward without repetition or drift.

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Concept

What is the AI-DLC?

The AI-Driven Delivery Lifecycle (AI-DLC) is Product Sweet's re-architecture of the traditional Software Development Lifecycle. Where the SDLC relies on humans to carry context between phases, the AI-DLC uses intelligent agents to maintain continuity from discovery through to production observability.

The result: faster cycles, higher fidelity, and teams that spend their time on creative decisions — not coordination overhead.

How it works

The Workflow

Inception

Capture business intent — goals, user needs, constraints — in a structured intake. Agents analyse the brief, surface gaps, and produce a prioritised feature backlog before a single line of code is written.

Construction

Agents implement, review, and iterate on tasks autonomously — working within human-approved guardrails. Every commit is traceable back to the intake that triggered it, and every PR is gated by the same quality bar.

Operations

Post-deploy, agents monitor live signals, triage incidents, and surface improvement opportunities back into the backlog — closing the feedback loop without manual toil.

Methodology

The Product Sweet Framework

Discovery

Market signals, user research, and competitive intelligence distilled into a focused problem statement — in hours, not weeks.

Design

Agents translate the problem statement into structured specifications, UI flows, and a traceable architecture before development begins.

Develop

Autonomous coding agents implement, test, and review inside your existing repo — with human approvals at every gate that matters.

Embed

Shipped features are monitored, measured, and iterated continuously. Learnings feed directly back into the next discovery cycle.

Why Product Sweet

Replacing tasks,
not humans.

Full lifecycle traceability

Every feature, bug fix, and architecture decision is traced from the original human intent through to the deployed commit. Audits that once took days take seconds.

intake #AI6P-123 → design → build → PR #44 → deploy → prod ✓

Zero-context-loss handoffs

Agents carry context between sessions, across team members, and over time — so nothing falls through the cracks when humans switch focus.

10× faster delivery cycles

Parallelise work across agents without parallelising cognitive load on humans. Shorter cycles, consistent quality.

Human approvals at every gate

Agents propose; humans decide. Every significant action — architecture, merge, deploy — requires deliberate human sign-off.

Works with your existing stack

GitHub, Linear, Figma, Slack — Product Sweet orchestrates across your tools, not instead of them.

Ready to ship at the speed of intent?

Join early-access teams already running Product Sweet in production.