AI Innovation

We build custom AI-powered content marketing systems. Research, verification and content production, centred on your brand and expertise.

We build custom AI-powered content marketing systems. Research, verification and content production, centred on your brand and expertise.

Abstract green glass spheres, ReCo's visual language for AI innovation work

Why Build AI Into Your Marketing with ReCo

We build systems that know your brand, your voice and your standards, ethically and consciously.

Rich Content Led by Research

AI content is generic, but it depends on how you orchestrate the AI models. For us, it’s about creating rich, knowledge-based content grounded in facts and evidence. No AI slop.

Human-Led, Creativity-First

Every piece of work starts with human thinking, strategy and creativity. Every piece is checked, verified and signed off by a person. We design our workflow to mitigate hallucination and deliver the highest possible quality.

Built Through
Real Trial

We’re driven by curiosity. We’ve been learning AI since 2019, actively building since 2024. We test on our own projects first, and are always experimenting with tools and models.

Rich Content Led by Research

AI content is generic, but it depends on how you orchestrate the AI models. For us, it’s about creating rich, knowledge-based content grounded in facts and evidence. No AI slop.

Human-Led, Creativity-First

Every piece of work starts with human thinking, strategy and creativity. Every piece is checked, verified and signed off by a person. We design our workflow to mitigate hallucination and deliver the highest possible quality.

Built Through
Real Trial

We’re driven by curiosity. We’ve been learning AI since 2019, actively building since 2024. We test on our own projects first, and are always experimenting with tools and models.

How We Support

We focus on making your content production easier, smarter and more efficient through AI.

Abstract artwork representing an AI stack and workflow design engagement

1

Content Workflow Optimisation

Audit your workflow, identify AI opportunities, design a streamlined process using existing tools and models.

Abstract artwork representing a custom agentic AI build

2

Custom Agentic AI Builds

We build custom AI systems for organisations with specific content workflows, compliance needs and creative challenges.

Abstract artwork representing an AI stack and workflow design engagement

1

Content Workflow Optimisation

Audit your workflow, identify AI opportunities, design a streamlined process using existing tools and models.

Abstract artwork representing a custom agentic AI build

2

Custom Agentic AI Builds

We build custom AI systems for organisations with specific content workflows, compliance needs and creative challenges.

ReCo's agentic AI content system, shown as a research and verification pipeline

CASE STUDY 1

How We Rebuilt Our Website in 3 Weeks with 5 AI Workstreams

We rebuilt our site with Framer and Claude in 3 weeks. Not a linear approach, but as 5 concurrent workstreams. Here’s how we worked, what broke and why you still need expertise with AI.

CASE STUDY 2

ReCo Agentic AI Content System

Our custom agentic AI content system includes research agents, verification agents and content agents, all working together. Human gates at every stage. Nothing ships without a human in the loop. This is what we can build for you.

99% Accuracy & Strong Evidence

100% Traceable Sources

24 Agents for Verification

20+ Hours Saved Per Week

We Talk About AI on Instagram

AI has real risks, but that doesn’t mean we should reject it. On Instagram, we talk about ethics, conscious use and how we work with AI.

How We Deliver

For SMEs, we provide a lean build on managed infrastructure you can afford to run. For enterprise, we work inside your existing security, procurement and compliance envelope.

1

Discovery & Risk Assessment

We map the workflow you actually want to change, then assess what could go wrong: what data the system would touch, which decisions it would influence, and where a wrong output would cost you. Some problems should not be solved with AI, and we will tell you before you spend.

2

Data & Infrastructure Design

We decide where your data lives and what leaves your control: model choice and hosting, whether inference runs on managed APIs or in your own environment, retention and training opt-out, access control and audit logging. This is settled before anything is built, because it is expensive to retrofit.

3

Prototype
& Evaluation

We build the smallest version that proves the value, then measure it against a real benchmark rather than a demo. Accuracy, failure modes and cost per run are tested on your own data before the scope grows.

4

Build with Human Gates

We ship with verification designed in: source traceability, confidence thresholds, and explicit human approval at the points where being wrong matters. Nothing publishes or acts unsupervised unless you decide it should.

5

Handover & Governance

We document the prompts, the guardrails, the naming and the escalation path, then train your team to run and extend it. You own the system, the data and the decisions, including the ability to switch it off.

Do You Need to Build AI
Into Your Marketing?

Do You Need to
Build AI Into Your Marketing?

If you’re nodding at any of these, you do.

If you’re nodding at any of these, you do.

We have proprietary data and want to centralise our content production.

We have proprietary data and want to centralise our content production.

We want full control, including over our own AI costs.

We want full control, including over our own AI costs.

We hold obligations, ethical or regulatory, that generic AI tools can’t meet.

We hold obligations, ethical or regulatory, that generic AI tools can’t meet.

Let's Work Together

If you're navigating the AI age, you need a marketing system that works. Let's build yours.

Let's Work Together

If you're navigating the AI age, you need a marketing system that works. Let's build yours.

Let's Work Together

If you're navigating the AI age, you need a marketing system that works. Let's build yours.

AI Innovation FAQs