Prepare enterprise content for AI-enabled operations
We design structured content models, taxonomy frameworks, and metadata standards that allow enterprise teams to activate automation, personalization, search, and AI initiatives with confidence.
Strategic partner for high-scale brands
Content orchestration for the AI era
Unstructured content is becoming an AI liability
As AI adoption accelerates, the gap between organisations with structured content and those without is widening fast. AI systems depend on clear entities, governed metadata, and consistent relationships. Without that foundation, automation initiatives stall, personalization degrades, and content reuse breaks down across regions and channels.
Page-led publishing was designed for humans reading screens. It was never designed for machines activating workflows. We help enterprise teams make the shift from page-led publishing to structured content operations that improve consistency, governance, and long-term adaptability.
Your AI foundation
Four capabilities that make your content machine-ready
Structured content doesn't just make AI work better it makes your entire content operation more consistent, more reusable, and cheaper to change.
01 | Foundation
Structured content architecture
Content entities and relationships designed for reliable reuse across channels, systems, and machine-driven workflows, so your content works as hard as the AI systems consuming it.
02 | Data layer
Taxonomy & metadata standards
Unified data definitions and tagging models that support search, personalization, automation, and analytics, consistently, across every brand and region in your portfolio.
03 | Activation
Agentic workflow automation
Utilizing tools like Sanity Agent Actions to automate repetitive editorial, governance, and localization tasks, freeing your teams to focus on decisions that actually require human judgment.
04 | Guardrails
Governance framework
Establishing the guardrails for how humans and AI collaborate within your content ecosystem, so automation accelerates the business without introducing compliance or brand risk.
The deliverables
What you walk away with
Every AI-readiness engagement produces a concrete set of outputs your team can act on, not a report that gets filed away, but a working foundation you can build on immediately.
- Content domain inventory and prioritization
- Reference content model entities and relationships
- Taxonomy and metadata framework
- Governance and workflow blueprint
- AI-readiness maturity score
- Phased implementation roadmap
Not sure where you stand?
Book a 30-minute diagnostic to determine the right next step.
We will assess your current content structure and tell you exactly what's blocking your AI readiness and what to do about it.
Proven in high-stakes environments
We deliver where operational risk is non-negotiable
Enterprise CMS modernization at national scale
Migrating a sprawling enterprise web ecosystem from AEM to a modern, headless CMS, rebuilding the content foundation for a large environmental services organization in the U.S. without disrupting organic performance.
4
Major domains unified
1
Acquired brand consolidated
Headless commerce migration across web, content, & mobile
Rebuilding a high-traffic national pet retail website, including migrating an eCommerce site, standalone content hub, and consumer mobile app from AEM to a unified Sanity + Next.js architecture without interrupting live commerce or organic search.
25
Digital surfaces migrated
1
Legacy platform fully exited
Our technology ecosystem
We believe the best solutions are built through high-performance partnerships. Codal curates an ecosystem of elite partners to accelerate your innovation cycles and ensure your business is equipped for scalable growth.
Ready to confirm your AI-readiness?
Book a 30-minute diagnostic. No obligation, just clarity on where your content stands and what to do next.