Editorial architecture

Under the Hood
of NOMO IA

An AI-augmented editorial infrastructure.
Every agent has a role. Every stage has a framework.
Nothing is left to chance.

NOMO IA — multi-agent editorial chain

Not a generator

How does the NOMO IA editorial architecture work?

NOMO IA is not a prompt connected to an LLM. It is a multi-stage editorial processing chain where each agent has a precise and limited role.

Separation of roles

Thinking, structuring, drafting and control are separated. Each agent operates within its own perimeter.

Drift eliminated

The typical flaws of content generators are blocked structurally, not corrected after the fact.

Systemic quality

Quality stays consistent even at scale. This is not a promise — it is an architecture.

Intent → Structure → Drafting → Optimisation → Control → Validation

A generator has no idea where the content will be published. Our agents do. And they adapt every deliverable accordingly.

Central control

How does the NOMO IA editorial orchestrator steer content production?

At the heart of the platform, a central editorial orchestrator coordinates the entire process.

Translates marketing intent into an execution plan

Defines the required level of SEO and GEO optimisation

Propagates generation parameters consistently

Monitors quality and triggers targeted corrections

Core rule: no agent decides alone. No content is produced without a framework. This orchestration is what allows speed, consistency and accountability to coexist.

NOMO IA SEO GEO pipeline

Native optimisation

How does NOMO IA integrate SEO and GEO without over-optimising?

NOMO IA natively integrates both dimensions of contemporary optimisation.

Classic SEO

Structure, keywords, readability, semantic markup. The fundamentals, without compromise.

Native GEO

Generative Engine Optimisation: structuring content for AI answer engines (ChatGPT, Perplexity, Claude).

Automatic Schema.org

Every web content ships with its Schema.org JSON-LD markup. Article, BlogPosting, FAQPage, HowTo, Service: the type is detected, properties filled in. No technical work required.

Strict rule: optimisation never harms human readability.

Quality control

How does NOMO IA guarantee originality and content quality?

Multiple control mechanisms are integrated at every stage of the chain.

Detection of generic or over-standardised phrasing

Targeted rewriting to strengthen originality

Consistency check on tone and voice

Length and clarity control by content type

Every piece of content is designed to be publishable, accountable and durable.
STRATEGIC LAYER

Why does every NOMO IA agent embed marketing logic?

Most generation systems work in a single pass: prompt, text, delivery. The content may be technically correct. But it ignores the context in which it will be published.

NOMO IA works differently. Every agent in the workflow carries a layer of business rules aligned with the real mechanics of distribution platforms.

Take the LinkedIn writing agent.

It does not produce a standalone post. It simultaneously generates the main post and 5 distinct conversation starters. Why 5? Because LinkedIn engagement data shows that a post receiving 3 to 5 comments in the first hour sees its organic reach multiply. Fewer than 3, the effect is marginal. Beyond 5, returns diminish.

The same principle applies to every deliverable type.

The blog agent produces the main content and generates redistribution assets. The email sequence agent does not write independent messages. It builds a journey where each send connects to the previous ones.

The SEO/GEO agent goes further than text optimisation.

When the deliverable is a web page or article, the agent automatically generates the matching Schema.org JSON-LD markup. Article, FAQPage, HowTo, Service: the type is detected, properties filled in. The file ships alongside the content, ready to integrate. No technical skills required from the marketing team.

This strategic layer is not an optional module. It is wired into the logic of every agent from the ground up. That is what separates an editorial system built by marketers from a generation tool built by engineers.

aria-label="FAQ — How NOMO IA works">

Frequently asked questions about how NOMO IA works

Does NOMO IA use a single AI model or multiple specialised agents?

NOMO IA orchestrates multiple specialised AI agents. Each has a precise role: framing, drafting, optimisation, control. A central orchestrator coordinates everything and guarantees end-to-end consistency.

How does NOMO IA avoid AI hallucinations?

Through separation of roles and guardrails at every stage. No agent decides alone. Content goes through consistency, originality and compliance checks before final validation.

What is GEO and how does NOMO IA integrate it?

GEO (Generative Engine Optimisation) optimises content to be understood and cited by AI answer engines like ChatGPT, Perplexity or Claude. NOMO IA integrates GEO natively, adjusting structure and elements such as FAQ and TL;DR by content type, without harming human readability.

Can content produced by NOMO IA be audited?

Yes. Every stage of the editorial chain is traceable. You can verify decisions made at each phase, from framing to final review. This is a prerequisite for teams with compliance or editorial governance requirements.

Can NOMO IA run on a private server (on-premise)?

Yes, with the Authority plan. Models can run on a private server or on-premise for organisations with enhanced security or compliance requirements.

How does automatic Schema.org generation work in NOMO IA?

For every web content produced (blog post, page, landing page), the SEO/GEO agent analyses the content type and generates the matching Schema.org JSON-LD markup. Supported types include Article, BlogPosting, FAQPage, HowTo, Service and Organization. The JSON-LD file ships alongside the content, ready to integrate into your page's head section. No technical skills required.

WHITE PAPER
AI agents in B2B marketing: where autonomy helps and where it must be contained

Three autonomy levels, minimum viable controls, and an adoption plan.

Download →

Discover NOMO IA plans

Foundation, Momentum or Authority: each plan corresponds to a different level of editorial maturity.