精密な型 Prompt Architecture Studio

Your agency
runs on
AI now.
Does it show?

KATA builds engineered AI workflow systems for marketing agencies. Not generic prompts — precision-layered architectures that produce senior-level output, every time, without variance.

4–6hrs
Saved per workflow / week
200+
Chained workflows
400%
ROI within 30 days
Campaign Brief → Full Output With generic prompts
3.5 hrs
Campaign Brief → Full Output With KATA architecture
8 min
Monthly Report → Client-Ready With generic prompts
3 hrs
Monthly Report → Client-Ready With KATA architecture
11 min
New Business Pitch Narrative With generic prompts
6 hrs
New Business Pitch Narrative With KATA architecture
22 min
Prompt Architecture Agency AI Systems 6-Layer Engineering Save 4–6hrs Weekly Marketing Agencies Senior-Level Output Zero Variance Precision Patterns Prompt Architecture Agency AI Systems 6-Layer Engineering Save 4–6hrs Weekly Marketing Agencies Senior-Level Output Zero Variance Precision Patterns
The Problem

91% of marketers use AI.
Only 6% get results from it.

The gap isn't the AI. The gap is how you're instructing it. Generic prompts produce generic outputs. Engineered prompt architectures produce something entirely different.

01
What most agencies do

"Write me a campaign brief for a skincare brand."

Vague input. Mediocre output. 45 minutes of editing to make it usable. The AI sounds like an AI. The client can tell. Your team is frustrated and behind.

02
What KATA does

A 6-layer architecture that thinks like your best strategist.

Role assigned. Context injected. Format specified. Quality gates built in. Output arrives polished, on-brand, and ready to present. Every single time.

03
The hidden cost

Your team is spending 15+ hours/week on tasks that should take 90 minutes.

Reports. Briefs. Proposals. Email sequences. Content calendars. Pitch decks. Every one of these has a KATA architecture — and every one can be done in under 20 minutes.

04
The opportunity

The agency that moves fastest wins the clients that matter.

Speed is a competitive moat. When you can turn around a brief in 8 minutes, respond to a pitch request overnight, and deliver reports in 11 minutes — you look like an entirely different calibre of agency.

How It Works

The 6-Layer
Prompt Architecture

Every KATA workflow is built on six precision layers. Most AI prompts use one. That's why most AI outputs are mediocre. Ours aren't.

L–01

Role Assignment

The AI is assigned a precise expert persona — not "be helpful" but "You are a senior B2B strategist with 15 years of agency experience writing for FTSE 500 clients." This single layer transforms output quality instantly.

L–02

Context Injection

Client name, tone guidelines, audience profile, constraints, and examples of what good looks like — all fed in before the task begins. The AI knows your client before it writes a word.

L–03

Task Specification

Precise instructions — format, length, structure, constraints, and what to avoid. No ambiguity means no variance. The same prompt returns the same quality of output every single time.

L–04

Output Format

Outputs are defined as copy-paste ready — structured exactly as you need them with headings, sections, and callouts pre-formatted. Zero editing required before use.

L–05

Chain Trigger

Each output feeds directly into the next stage automatically. Brief → copy → variants → social adaptations — one chain, no manual handoffs, no copy-pasting between windows.

L–06

Quality Gate

The AI reviews its own output against your exact criteria before delivering. Word count, tone, structure, clichés, missing elements — all checked and corrected automatically before you see it.

Products

Three Systems.
One for Every Stage.

Start with the pack. Scale to the OS. License to your clients. Every tier pays for itself within the first week of use.

// Tier 01 — Entry

Agency Content Engine Pack

50 plug-and-play prompt architectures for the tasks your team does every single week. Instant deployment. No setup required.

£47
One-time · Instant download
  • 50 engineered prompt architectures
  • Campaign brief generator
  • Multi-platform content repurposer
  • Ad copy variant builder
  • Monthly client report writer
  • Notion template + PDF guide included
Get the Pack →
// Tier 03 — Agency License

White-Label Studio License

Resell the full KATA system to your own clients under your brand. You supply the relationship — we supply the product.

£997
Setup + £199/mo license
  • Full white-label rights
  • All current + future systems
  • Co-branded Notion workspace
  • Client onboarding toolkit
  • 40–60% reseller margin
  • Quarterly strategy sessions
Enquire →
Results

Before KATA.
After KATA.

Real tasks. Real time comparisons. Every number below is measured against agencies currently using unstructured AI prompts.

● Without KATA
Campaign Brief
3.5 hours average
Monthly Client Report
3 hours average
New Business Pitch Narrative
6 hours average
Content Repurpose (1 post → 5 formats)
4 hours average
Ad Copy Variants (6 options)
2 hours average
Client Onboarding Brand Voice Doc
5 hours average
→ With KATA
Campaign Brief
8 minutes
Monthly Client Report
11 minutes
New Business Pitch Narrative
22 minutes
Content Repurpose (1 post → 5 formats)
6 minutes
Ad Copy Variants (6 options)
4 minutes
Client Onboarding Brand Voice Doc
14 minutes
Social Proof

What Agencies Say

"We used to spend half a day on monthly reports. With the KATA OS, our account team produces all eight client reports before lunch on the first of the month. The quality is genuinely better than what we wrote manually."
Sarah M.
Director, Performance Marketing Agency · London
"The campaign brief architecture alone paid for the entire OS in the first week. I sent it to three clients in one morning. What used to take my strategist three hours now takes her eight minutes — and she has more strategic thinking in the output."
James R.
Founder, Digital Agency · Manchester
"We licensed the KATA system and rolled it out to six of our retainer clients. They're paying us an additional monthly fee for 'AI strategy' and we're delivering it entirely through the KATA OS. Best margin product we've ever had."
Priya K.
Managing Director, Content Agency · Birmingham

Get the free
Agency Prompt Kit.

Five of our most-used prompt architectures — the Campaign Brief Generator, the Client Voice Cloner, the Report Writer, the Content Repurposer, and the Ad Copy Variant Builder. Free. No catch. Yours in 30 seconds.

No spam. Unsubscribe any time. We send one useful email per week.
FAQ

Common Questions

No. Every workflow arrives as a copy-paste-ready prompt in a Notion workspace. You paste it into ChatGPT or Claude, fill in the highlighted variables (marked in brackets), and run it. The average setup time is under 10 minutes. If you can use Google Docs, you can use KATA.
Every KATA architecture is built and tested on both ChatGPT (GPT-4o) and Claude (Sonnet). Both are supported. We include notes on which model performs best for each specific workflow type.
Every KATA product comes with a 30-day money-back guarantee. No questions asked. If you've deployed the system and aren't seeing meaningful time savings, email hello@kata.studio and we'll refund you in full.
Free prompts are single-layer instructions. KATA architectures are six-layer engineered systems — with role assignment, context injection, quality gates, and chain triggers built in. The difference in output quality is immediately visible. We invite you to try the free kit and compare it directly against anything you find online.
AI models update constantly. When they do, prompts that worked well can behave differently. The monthly subscription ensures your KATA OS is always optimised for the current model versions. It also includes new workflow additions — typically 8–12 new architectures added per month.
The Entry and Core tiers are for internal agency use only. If you want to deploy KATA for your clients — or resell it under your brand — that requires the Studio License (Tier 03). Several agencies are currently doing this and charging a monthly retainer for what they call their "AI strategy service."