Case · 05Active
Bunzi · 2026 · Full-stack developer

AI-powered action planning platform

An AI-assisted product designed to turn a user's problem, prompt, and evidence into a structured action plan or work guide.

TARG · new case composer
Overview

Under the hood

An AI-assisted product that turns a user's problem, prompt, and evidence into a structured action plan or work guide. It pairs LLM integration with structured output and scalable services so the generated plans stay consistent and dependable, not just free-form text.

The model returns typed, validated structure rather than loose prose, kept reliable through deliberate prompt design and guardrails, with a backend that handles generation and storage as usage grows.

LLM integration · structured output · scalable services

AI-assisted planning

A problem, a prompt, and evidence become a structured, usable action plan.

Structured output

The model returns typed, validated structure instead of loose prose.

LLM integration

Prompt design and guardrails keep generations reliable and on-task.

Scalable services

The backend handles generation and storage as usage grows.

RoleFull-stack developer
StackLLM integration · structured output · scalable services
ClientBunzi
Years2026
LLM IntegrationAI-assisted WorkflowsAI InsightsScalable Backend ServicesUser Flows

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