The Gap Between Idea and Execution
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:Work takes months. Publishing takes weeks. Quality is inconsistent. Creative work gets buried under operational work. The tools are not the problem. The workflow between them 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 the workflow between brief and live 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 — with AI-reviewed steps, human-reviewed steps, and shared approval queues that keep the right people in the loop at the right moment.
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. Produce structured artifacts — copy docs, update logs, briefing sheets — alongside every execution.
Asset management
Upload, name, tag, and retrieve assets across multiple DAMs simultaneously. 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.
Insights & optimization
GEO analysis, site audits, and CX optimization — agents that review your content before it goes live and continue optimizing flows after publish. AI that doesn’t just surface recommendations: it acts on them.
Experimentation
Create page variants and run experiments with real-time data. Integrate with Adobe Target and other experimentation platforms to close the loop between insight and action.
What Makes Gradial Different
Four architectural decisions set Gradial apart from other AI tools in the market.AI that orchestrates and executes — humans and agents, together
AI that orchestrates and executes — humans and agents, together
Most AI tools assist individuals. Gradial orchestrates work across entire teams — coordinating humans and agents in a shared workflow where each step can be AI-executed, human-reviewed, or both.Approval flows aren’t a bolt-on. Every task in Gradial can have AI-reviewed checkpoints and human sign-off gates, so governance doesn’t slow execution — it’s built into the motion. Teams stay in control of what matters while agents handle the operational work at scale.
- AI-reviewed and human-reviewed steps in the same workflow
- Shared task queues across teams and systems
- Structured artifacts — copy docs, spreadsheets, audit logs — produced alongside every execution
- Ticketing system integration so work moves through the tools already in place
Open ecosystem — works across your entire marketing stack
Open ecosystem — works across your entire marketing 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.Gradial connects natively across the full stack: AEM, Sitecore, Bynder, Jira, Workfront, Wrike, Asana, Marketo, Salesforce Marketing Cloud, Figma, SharePoint, and more. Multi-DAM search works across all connected repositories simultaneously.For internal systems and custom tooling, Gradial supports native MCP integration — meaning teams can connect proprietary knowledge bases, internal AI context layers, or custom workflows directly. Campaigns can be kicked off from Claude, from Slack, or from any MCP-connected internal tool. No new interfaces required.
- No rip-and-replace. No digital transformation required
- Works across all your marketing systems, whatever they are
- Native MCP: connect internal systems and kick off work from Claude or Slack
Insights that act — from analysis to execution in one motion
Insights that act — from analysis to execution in one motion
Most analytics tools surface recommendations and stop there. Acting on those recommendations still requires manual work across multiple systems.Gradial closes that gap. GEO analysis, site audits, and CX optimization agents don’t just report — they execute. An agent that identifies a content gap can author and publish the fix. An agent that spots an accessibility violation can remediate it. The insight and the action live in the same platform.
- GEO analysis that feeds directly into content execution
- Site audit agents that flag issues and fix them
- CX optimization agents that review content before go-live and tune flows after publish
- Experimentation integrated with Adobe Target and other platforms
Cutting-edge AI — best model for every job, always improving
Cutting-edge AI — best model for every job, always improving
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. An evals framework continuously measures output quality across task types — so model selection improves over time based on real production results, not benchmarks.
- Gradial selects the right model for each job automatically
- A built-in evals system measures and improves output quality continuously
- Your organization benefits from model improvements without migration or retraining
- No AI vendor lock-in, ever
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.