Deliver more with the team you have
You're being asked to deliver more with the same people, or fewer, while demand for architecture is rising. AI-Augmented Architecture is how a Sparx Systems Enterprise Architect practice meets that. It automates the mechanical work so your architects spend their time where the value is. We teach your architects to work this way, or we do the work for you and hand it over.
For a state government client we built a complete set of navigable diagrams across their architecture model, more than 2,000 interconnected diagrams, consistent and complete, and they update when the model changes. Delivered in less than a week. Their architecture lead's reaction: a year's worth of modeling in a few days.
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Your architects' value is in the conversation
An architect's value is in the questions they ask and the conversations they have with stakeholders. Building models and drawing pictures is mechanical work, and when it is automated your team is free for work that moves outcomes. This is the idea behind The Value Shift and its operating model, Outcome-Driven Architecture.
As an Architecture Leader, it's your job to enable the outcomes the business needs by creating an environment where individual architects deliver the best version of their work every day. That means helping your team understand the new expectations and embrace new ways of approaching their role.
The people side is often the hardest part of the transition.
Your Sparx EA foundation supports several AI paths
If you run Sparx EA, the foundation is already in place. You can clean up the data once you know where you stand. Most of the data your architects need lives outside the repository, and AI is what makes drawing on it practical.
Sparx doesn't lock you into one AI option. There are several, and choosing the right one, or combination, for your organization is the hard part. We help you make that decision.
Five factors that determine the right approach
Every AI option on Sparx EA can deliver some of the four use cases, and each is strongest on different ones.
Choosing the right one, or combination, for your practice comes down to five questions. They are the questions we work through with you in Paralysis to a Plan.
What type of architecture are you doing?
Enterprise, solution, data, process, software or systems engineering. The domain shapes which use cases and tooling matter first.
Which use cases deliver the most immediate, meaningful impact?
Of the four use cases (modeling, analysis, governance and stakeholder engagement), which one matters most to you first?
Where does the data you need come from?
Only the repository, or Jira, Confluence, SharePoint, spreadsheets and documents too? That decides how much each option's reach beyond EA matters.
What policies and constraints govern your use of AI?
Approved vendors, data residency, central audit requirements and blocked plugin marketplaces can all rule options in or out.
Where are your architects most comfortable working?
Inside EA, in a browser, in Claude, in VS Code or in Teams? The new way of working sticks when it meets people where they are.
How we help architecture leaders succeed
Decide where to start, with a plan management will fund
Using the NovoCircle Method, we get leaders and teams to decide where to start, with a plan management will fund and a team ready to deliver it.
Paralysis to a PlanImplement the AI tooling and the skills that go with it
Any of the Sparx AI tooling options, set up on your repository, together with the AI skills definitions that make them produce work to your standard.
Configure the SolutionBuild the model for you
Consulting services for organizations that are capacity constrained or need results quickly. We do the modeling work in your repository and hand it over complete and current.
Build the model for youGet your EA data into the tools leaders use
With AI we set up reporting databases, get your data into OneLake, construct semantic models in Power BI and build the dashboards your leadership opens.
Reporting and Power BITrain and mentor your architects
Training and mentoring services that teach your architects to work this way on your own repository, then stay with them until the new habits stick.
Enable the Team