About AgenticArtists

A small studio built around practical AI leverage.

AgenticArtists is the umbrella for products, projects, and articles. The goal is to find useful problems, apply AI where it materially improves the work, and keep important decisions grounded in evidence.

The studio

A small studio, run lean.

AgenticArtists is an independent AI product studio. Systems are designed, built, and operated end to end, and important decisions stay grounded in evidence.

Structure

A clear public architecture.

Each lane has a distinct job. The research directory is a separate, self-contained project, not the identity of the studio.

Products
Products built and operated by the studio

Where AI Fits is the studio's live paid product. ModelShortlist is a live developer tool.

Explore Products
Projects
Selected builds and their evidence

Projects show what the studio has designed, built, and operated, with the state of each entry attached.

Explore Projects
Articles
Synthesis articles from the studio

Each article synthesizes one theme across at least three independent sources. Sources are named at the end of every article.

Read the articles

Capabilities

What shipped builds demonstrate.

Workflow analysis
Where AI Fits maps a recurring manual workflow and calculates its time-and-cost preview from confirmed inputs.
Agent system design
Where AI Fits turns a guided conversation into a validated AI Integration Plan, with economics checked underneath.
Quote-verified extraction
AI Integration Plan claims trace back to what customers said through quote-verified extraction.
Zero-data-retention routing
Model routing uses zero-data-retention providers with an automatic fallback model.
Payments
The AI Integration Plan is available for a one-time $49 payment through Stripe.
Evaluation
A representative 20-plus-case corpus exercises Where AI Fits evaluation.

How we decide what earns more investment.

1

Problem first

Start from observed user or business pain rather than a product category that sounds attractive.

2

Incumbents early

Study direct competitors, substitutes, proprietary-data advantages, and switching behavior before serious build investment.

3

Distribution before scale

Know how the first users or clients can realistically be reached before assuming product quality will create demand.

4

AI as leverage

Use AI when it improves economics, speed, or quality. Avoid building agentic complexity merely because the tooling exists.

5

Kill weak ideas

Preserve what was learned, but stop sustained development when the differentiation case no longer holds up.

What is public today

Where AI Fits is the first live System. The AI Business Directory is a distinct Research product, and Notes preserve useful public learning.

Where AI Fits Notes

For hiring conversations, collaborations, or product questions: hello@agenticartists.com