# Services — five directions with defined scope | Pingvin

> Five service directions with defined scope: AI automation and agents, AI content production, product engineering, product leadership, growth and analytics.

_Canonical: https://pingvin.dev/services/_

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Services

# Five directions. Defined scope on each.

We group fourteen offerings into five directions so you can tell what you are buying before the first call.

[AI Automation & Agents](/services/ai-automation/)

## AI Automation & Agents

The work your team keeps doing by hand, done by software instead.

Who it's for

Teams doing the same data entry, chasing, sorting or copying every week — usually in sales, operations, finance or support.

Result

The process runs without a person in the loop, in your own accounts, with alerts when something fails.

-   n8n
-   Make
-   Zapier
-   Keragon
-   Claude
-   OpenAI
-   Model Context Protocol
-   LangChain

Learn more →

[AI Content Production](/services/ai-content/)

## AI Content Production

A consistent visual output, at a volume a studio cannot match.

Who it's for

Brands that need a steady stream of publishable visuals and cannot justify a photoshoot or a video crew for every one of them.

Result

A repeatable pipeline producing on-brand content on a schedule, with a character and style that stay the same across every asset.

-   Midjourney
-   FLUX
-   Leonardo AI
-   ComfyUI
-   Nano Banana Pro

Learn more →

[Product Engineering](/services/product-engineering/)

## Product Engineering

From a prototype that proves the idea to software that carries real load.

Who it's for

Founders validating an idea, and teams with a product that has outgrown whatever it was first built on.

Result

A deployed application in your own accounts and repositories, documented and handed over.

-   Bubble
-   Bubble API & Plugins
-   Webflow
-   FlutterFlow
-   Node.js

Learn more →

[Product Leadership](/services/product-leadership/)

## Product Leadership

A number you can defend, and someone accountable for the architecture.

Who it's for

Founders who need a defensible number before raising or committing, and teams without a senior technical voice in the room.

Result

A written artefact you can act on: an estimate, an audit verdict, an architecture, or a delivery process that works.

-   Project estimation
-   Architecture design
-   Technical audit
-   Product discovery
-   Roadmapping

Learn more →

[Growth, UX & Analytics](/services/growth-ux/)

## Growth, UX & Analytics

Find out where you lose people, then prove that you fixed it.

Who it's for

Teams with traffic that does not convert, or with dashboards nobody believes.

Result

A prioritised list of what to fix, measurement that actually fires, and experiments that show whether the fix worked.

-   Plausible
-   Umami
-   GA4
-   A/B testing
-   Funnel analysis

Learn more →

## Compare directions

Direction

Best for

Typical engagement

[AI Automation & Agents](/services/ai-automation/)

Teams losing hours a week to manual data entry, chasing and sorting.

One workflow, a connected suite on retainer, or a custom agent pipeline.

[AI Content Production](/services/ai-content/)

Brands that need publishable visuals weekly, with a look that stays put.

A single series, a monthly content package, or a pipeline built on your hardware.

[Product Engineering](/services/product-engineering/)

Founders validating an idea, and teams whose product has outgrown its first build.

An MVP sprint, a full production build, or a platform with heavy integration surface.

[Product Leadership](/services/product-leadership/)

Founders needing a defensible number, and teams missing a senior technical voice.

A one-off estimate, a rescue audit, or an ongoing fractional CTO engagement.

[Growth, UX & Analytics](/services/growth-ux/)

Teams with traffic that does not convert, or analytics nobody trusts.

A one-off UX audit, an analytics rebuild, or ongoing experimentation.

Package prices are quoted per engagement after estimation, because scope varies more than the tier name suggests. The estimate is free and you keep it either way.