Carson Group adds AI business insights to its Steve advisor platform
Carson Group, the Omaha-based wealth advisory firm managing over $66 billion in assets across a network of more than 165 partner offices, has added a business insights capability to Steve AI, its proprietary artificial intelligence platform. The feature, announced on 19 October 2026, allows financial advisors to query performance data across their entire book of business using conversational questions rather than traditional dashboards.
The update extends Steve's previous focus on individual client and household preparation to a wider, practice-level view. Advisors can ask questions covering net new assets, household activity, revenue and payout breakdowns, client retention and attrition rates, and broader advisor performance trends. Follow-up questions can be used to drill into the numbers, compare time periods, or investigate the drivers of a particular change. Recurring queries can be saved as "skills", and the platform can generate documents directly from the analysis.
How the feature works
The business insights capability is powered by a data agent embedded within Steve that identifies business-level questions and retrieves data according to each advisor's access permissions. Carson Group says the feature required no additional cost for advisors and integrates into existing workflows without requiring training on a new interface.
A key enabler, the company says, is the in-house data infrastructure it has built over several years. Rather than licensing a third-party data layer, Carson consolidated its business data into a governed internal foundation. Chief strategy officer Dani Fava said this architecture allows the firm to connect data that most advisory businesses keep siloed across separate systems. "By bringing together Carson's scale, data and technology, we can help advisors turn that information into insight they can use to make better decisions and build stronger businesses," she said.
Leanne Ball, SVP for data and analytics, described the platform as evolving into an embedded analyst. "It is practical intelligence embedded into the way advisors already work, helping them make more informed decisions and create greater capacity for planning, growth and client relationships," she added. Steve is also designed to flag data gaps rather than paper over them, a feature Carson positions as a trust mechanism for advisors relying on AI-generated answers.
Market context
Wealth management technology is a crowded and fast-moving segment. Large custodians and fintech platforms, including Orion, Envestnet, and Salesforce's Financial Services Cloud, have each moved to embed AI-driven analytics into advisor workflows, often through partnerships with specialist model providers. The differentiator Carson is claiming is its proprietary, vertically integrated data foundation rather than a licensed overlay, which it argues allows tighter integration and broader data connectivity than vendor-assembled alternatives.
The wider wealth advisory sector faces ongoing pressure to improve advisor productivity as the industry confronts a talent shortage and rising client expectations. AI-assisted tools that reduce time spent assembling data, and shift advisors toward interpretation and relationship work, are increasingly a competitive requirement rather than a differentiator. Whether Carson's in-house approach delivers a durable advantage over rivals adopting off-the-shelf large-language-model integrations will depend on how quickly it can extend the feature set and demonstrate measurable productivity gains.
The Steve platform now covers both the micro-level, preparing for individual client meetings, and the macro-level, assessing the health of the overall practice. Carson Group serves more than 60,000 client families and operates more than 50 Carson Wealth locations. The company has not disclosed a roadmap for further Steve capabilities beyond this release.