Esca is Latin for bait, the glowing lure a female anglerfish dangles to draw prey out of the dark. Brightspot picked the name for its AI agent on purpose. Esca is built to cut through the murk of content operations, to support content creators with their daily tasks and automate workflows at scale.
Built-in and governed
The Esca CMS AI agent lives inside Brightspot. Search the content library, draft a page, add a module, all without switching tools.
That sounds minor until you count how many apps your team has open. A generic assistant doesn’t know your content model. Esca does, because it’s built into the platform you’re already working in. And every action is transparent with flags to easily identify which content was AI-generated and guardrails to ensure that content adheres to your policies and guidelines.
An AI assistant where you work
Esca assists directly within the editing experience — no separate window, no context switching. In rich-text fields, it edits inline with track changes so you can accept or reject suggestions just as you would with any human edit. Author personas and custom prompts let you align Esca’s output with your voice, tone and editorial guidelines. That means your team reviews AI suggestions the same way they review any other edit. And there is no additional AI tool or onboarding process.
Automations designed for your CMS
Esca Automations, the powerful new sidecar toolset that you can connect to your CMS, gives you a visual builder to automate workflows using triggers, conditions and actions. Set up an automation once, no code required, and it runs itself from there.
Repetitive tasks stop eating a full day
Translation, tagging and summaries used to be manual and time-consuming. Now, with Esca Automations running alongside your CMS, repetitive tasks can be set to run automatically based on triggers and actions that you define.
For enterprise content operations, that is a difference between clearing a backlog this week or carrying it into next quarter.
Automation still follows your rules, not its own
Every automated action inherits the same roles and permissions your team already has in the CMS. With human-in-the-loop and workflow transitions, you can include human approval at any point in the flow.
An automation set within your permission structure from the start is a workflow you can deliver to to your team with confidence.
One orchestration layer instead of myriad tools
Esca Automations connect out to Slack, Jira, GitHub and other systems in your stack, not just inside Brightspot.
For a digital strategist, it becomes the centralized hub tying the rest of your tools together and streamlines your operations with rule-based actions and automated notifications.
A dashboard that answers “is this actually working?”
Esca Automations gets its own dashboard to monitor the number of automations triggered, execution time and success rate. The CMS agent gets a separate AI audit log, tracking user, model, response time and token count, exportable to CSV.
The real test
Any CMS vendor can say their AI is grounded and governed. The real test is whether you can point to the specific control, approval step or audit log behind each claim. Esca answers that on all counts.
Want to see Esca in action? Contact us today to book your demo!
