Changelog

What’s New?

You can now extend the Dema Agent with Skills. Reusable packages of specialized knowledge, workflows, and Python helpers that are loaded only when relevant to a task.

Unlike global instructions, Skills are activated on-demand. The agent sees each skill’s name and description, and automatically loads the full skill when it detects a relevant use case. This keeps conversations lightweight while enabling deep domain expertise when needed.

Key Capabilities

On-demand expertise
Skills are only loaded when needed, allowing you to add specialized workflows without increasing context size for every conversation.

Reusable workflows and analysis templates
Standardize how analyses are performed across teams with structured step-by-step guidance, decision trees, and output formats.

Python helpers (optional)
Skills can include Python functions that are automatically injected when the skill loads enabling repeatable analyses with zero setup.

Flexible creation and sharing

• Create skills from Settings or directly in conversation

• Keep skills private or share across your organization

• Use built-in Dema skills like Skill Creator to generate new skills faster

Why It Matters

Skills turn the Dema Agent into your own configurable, business-aware teammate giving you a scalable way to encode best practices, automate complex workflows, and ensure consistent analysis across the organization.

We are thrilled to introduce the new and improved report views, packed with powerful features like teams, favourites, and visibility. These enhancements will elevate your report exploration and creation to new heights.

Here are some highlights:

Teams

Create teams to manage your organisation efficiently. By focusing on relevant metrics and dimensions, you'll streamline workflows and produce high-quality reports for any department - Marketing, Product, Sales, or any area you choose.

Roles

Assign permissions tailored to your needs by giving users one of the following roles:

• Admin: Full control over the organisation.

• Member: Access to most features, with some restrictions (e.g. editing fulfilment costs).

• Guest: Limited access to specific teams, reports, and datasets.

Visibility

Organise your reports by setting their visibility. Choose Private for personal exploration or share them with specific teams or the entire organisation.

Labels

Easily tag your reports with custom labels that you can create and edit, making it simpler and more intuitive to organise and find your way around reports.

Quick Access to Reports

Navigate effortlessly using the left sidebar:

• My Reports: View all reports that you are the owner of.

• All Reports: A comprehensive list of all your accessible reports.

• Favourites: Quickly access reports you’ve marked as favourites.

• Teams: See reports by team and join new teams with the "Join Team" button.

The left sidebar can be minimised to save space, while still providing easy access to the different views and reports listed above.

Report details and chart settings

Report details such as dimensions, metrics and the new visibility and labels features described above have been moved to a new sidebar to the right. This sidebar can be toggled between displaying report details, chart settings or being hidden.

Enhanced Organisational Control

Manage your organisation with added functionality for editing name and logo, managing members, labels, and team settings.

Our motivation is to make reports an essential and enjoyable part of your platform experience.

We hope you find these enhancements beneficial. Happy reporting!

We're thrilled to announce that Google Sign-In is now available!

If your Dema account email matches your Google account email, you can log in effortlessly using Google Sign-In. For instance, if your email is "info@dema.ai" for both Dema and Google, you're all set to use this convenient feature. Please note, Google Sign-In is only available if your email addresses match across both accounts.

However, it's important to mention that currently, new accounts cannot be created via a team invite using Google. You'll need to set up your Dema account using the traditional email and password method. But once your account is up and running, you can enjoy the simplicity of signing in through Google without any additional setup.