The Problem: The Broken Content Supply Chain
Enterprise teams are not short on tools. Most large organizations run a CMS, a DAM, a work management platform, an email platform, design tools, analytics, a ticketing system, and more. These systems hold real value — they store content, track assets, and structure process. And yet the same problem keeps showing up at every organization:Content takes months. Publishing takes weeks. Quality is inconsistent. Creative work gets buried under operational work. The tools are not the problem. The gap between the tools is.
- Brief written and approved
- Copy drafted, reviewed, revised
- Assets sourced or created, uploaded, tagged, optimized
- Page or content item authored in the CMS
- QA run against brand, accessibility, and compliance rules
- Approval workflow completed
- Variants created for different audiences, regions, or channels
- Launch scheduled and coordinated
Systems of Record vs. Systems of Work
This framing is the key to understanding where Gradial fits:| Systems of Record | Systems of Work | |
|---|---|---|
| What they do | Store information, manage process | Execute outcomes |
| Examples | CMS, DAM, CRM, ticketing, analytics | Gradial |
| Who acts | Humans navigate tools to do the work | Agents do the work; humans govern and direct |
| In the AI era | Become endpoints and data sources | Become the platform |
What Gradial Is
Gradial is the modern agentic marketing execution platform — a team of digital coworkers that execute jobs across the content supply chain so teams can publish faster, at scale, with consistent quality. The key word is execution. Not just content creation. Not just collaboration. Not a chatbot or AI assistant. Gradial’s digital coworkers create, author, schedule, govern, optimize, and operate end-to-end — across the full range of jobs marketing, communications, and digital teams need to get done.What Gradial’s agents handle
Workflow & campaign operations
Turn a brief into a structured, prioritized set of tasks. Pre-schedule and sequence work across teams and systems. Manage the workflow from brief to live — reducing handoff friction and queue buildup.
Content execution
Automate website updates of any size. Build landing pages, product pages, internal resource pages, and homepage experiences from a brief, Figma file, or prompt. Author emails, announcements, and communications. Create variants for different audiences and regions. Migrate content across platforms.
Asset management
Upload, name, tag, and retrieve assets. Apply metadata at scale. Swap assets while preserving links and relationships. Auto-generate and validate alt-text for accessibility.
Governance
QA, accessibility, brand, and compliance checks on every piece of content, every time, automatically — not sampled occasionally.
What Gradial is not
Being precise about scope matters:| Not this | Why |
|---|---|
| A content creation or copywriting tool | Gradial creates and authors — but also schedules, executes, governs, and optimizes across the full workflow |
| A chatbot or AI assistant | Gradial’s digital coworkers do the work; they don’t suggest, assist, or copilot |
| A system of record | Gradial does not compete with CMS, DAM, or CRM — it works across all of them |
| A replacement for your existing stack | No rip-and-replace, no digital transformation required |
| A paid media or ad platform | Gradial’s scope is the content supply chain: web, email, assets, QA, GEO |
What Makes Gradial Different
Three architectural decisions set Gradial apart from other AI tools in the market.Model agnostic — always best-in-class AI
Model agnostic — always best-in-class AI
Most AI tools make a bet on a single model from a single provider. That creates a ceiling: performance is capped by what that one model does well today, with no flexibility as the landscape changes.Gradial is multi-model by design. The platform uses the best-performing model for each task and switches as better options emerge. Because no single model wins every category, Gradial delivers best-in-class AI performance without tying your organization to a vendor decision made at implementation.
- Gradial selects the right model for each job automatically
- Your organization benefits from model improvements without migration or retraining
- No AI vendor lock-in, ever
Technology agnostic — one platform across your entire stack
Technology agnostic — one platform across your entire stack
Enterprise organizations use Figma, SharePoint, multiple CMS platforms, multiple DAMs, Workfront, Jira, Salesforce Marketing Cloud, Marketo, and more. Any platform that works with only some of those tools creates new silos. Any platform that requires replacing them creates a transformation project most organizations can’t afford.Gradial connects natively across the full stack: AEM, Sitecore, Bynder, Jira, Workfront, Wrike, Asana, Marketo, Salesforce Marketing Cloud, Figma, SharePoint, and more. Organizations that have built their own brand knowledge bases or internal AI context layers can connect those directly via custom MCP.No rip-and-replace. No digital transformation required. Gradial orchestrates across the tools already in place.
The bridge — from where you are to where you're going
The bridge — from where you are to where you're going
The promise of AI for content teams is real: work that ships in hours, content that’s always on-brand, execution that scales without growing headcount. Every team leader working against a content backlog is moving toward that future. The challenge is getting there from here — with the processes, tools, approvals, and workflows that exist today.Gradial is designed to be that bridge:
- Start where you are. Connect Gradial to the systems already in place. No migration, no data move, no transformation project required.
- Execute immediately. Agents start doing real work in weeks, not quarters. Implementation is fast because Gradial slots into existing workflows rather than replacing them.
- Expand as you go. As teams build confidence in what agents can do, the scope of work handed to Gradial grows. The platform scales with the organization.
Outcomes in Production
When organizations use Gradial, the results are measurable:10× faster speed to market
Content that took months now takes hours. From brief to live, faster.
Massive capacity increase, same team
Teams execute more work without adding headcount. The same people who managed queues now direct outcomes — at a scale that wasn’t possible before.
100% governance coverage
Brand, accessibility, and compliance checks run on every output, automatically — not sampled occasionally.
More campaigns, more personalization
Higher throughput means more campaigns in market, more audience segments served, and more personalized experiences — driving measurable top-line growth.
Getting Access
Already a customer?
Log in at app.gradial.com. If you don’t have an account yet, ask your Gradial org admin to invite you — see Manage Team Members. Once invited, follow your org’s login method (SSO or email/password).
Evaluating Gradial?
Request a demo to see Gradial running against your actual CMS and content — not a generic sandbox.