dot&dash
Studio · Index 003

not decks about it.

Three territories, one method. Everything we make runs on the same principle: less administration, more movement.

01Territory

Intelligence

AI woven into real workflows — assistants, agents and language-model tooling integrated into systems that already exist.

Stack

OpenAI · Anthropic · LangChain · Vector DB · n8n

Use cases · 04

  • 01Internal GPT assistant trained on your own documents
  • 02Automated flows for quotes, support replies and reports
  • 03AI agents that watch data and propose the next move
  • 04Structured extraction from PDFs, mail and freeform text
02Territory

Operative systems

CRMs, dashboards and internal platforms shaped around the team’s actual process — not around a template.

Stack

TypeScript · React · Postgres · Supabase · Cloudflare

Use cases · 04

  • 01Bespoke CRM with customer history and automations
  • 02Realtime dashboards for operative teams
  • 03Customer portals and project surfaces
  • 04Admin systems that replace spreadsheet workflows
03Territory

Editorial platforms

Fast, modern websites with semantic structure — built for both Google and AI-search.

Stack

TanStack Start · Next · Astro · Sanity · Cloudflare

Use cases · 04

  • 01Editorial brand sites and product platforms
  • 02Headless CMS architecture
  • 03SEO and AI-readable content systems
  • 04Conversion-aware flows, kept subtle

Frequent questions

The things asked most often.

What separates a chatbot from a real AI system?
A chatbot answers. A real AI system is wired into the data and the flows — it reads, writes, summarises and triggers actions inside the tools you already use.
How quickly can a first version go live?
Usually two to four weeks. We build iteratively in production instead of specifying for six months.
Do we own the code?
Yes. Code, data and systems are yours. We deploy to your environment and hand everything over without lock-in.
How do you think about AI search and the future of SEO?
We write as expert answers to natural questions, structure content semantically and add schema. That’s what ChatGPT, Perplexity and Gemini extract today.

A process that should have been a system?

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