OnPointe adds Otto AI assistant inside Risk Analyzer

OnPointe Software on Oct. 28, 2026 launched Otto, an AI assistant and multi-factor portfolio optimizer built into OnPointe Risk Analyzer for financial advisors. The tool is designed to explain portfolio math in plain English, test changes instantly and build allocations that stay within advisor-set rules and client objectives.

Why it matters: - Otto gives advisors an in-context AI copilot inside the software they already use for portfolio review and construction. - The tool is meant to speed up analysis, improve portfolio recommendations and keep advice tied to a client’s stated objectives and risk profile. - OnPointe is positioning Otto as part of a broader AI workflow that can take an advisor from account statement to scored recommendation in one sitting.

What happened: - OnPointe Software launched Otto, an AI assistant and multi-factor portfolio optimizer built into OnPointe Risk Analyzer. - The launch was announced Oct. 28, 2026, in Fort Myers, Florida. - Otto appears on the screens advisors use to build or edit portfolios and compare portfolios side by side. - The assistant explains portfolio metrics in plain English, recommends scored improvements and constructs allocations from the advisor’s own models.

The details: - Otto can explain why one portfolio ranks ahead of another using the figures on screen, including risk score, growth, drawdown, Sharpe ratio and Calmar ratio. - Otto can model changes such as adding a 30% annuity or changing a holding to 5%, then show before-and-after results side by side. - The optimizer can search for combinations that hit goals such as a target risk score, best Calmar ratio under a volatility cap or maximum growth with the smallest drawdown. - Advisors can set guardrails in plain language, including position limits, manager caps and holdings that must remain unchanged. - Otto treats those rules as mandates during the conversation and asks before deviating from them. - If a target cannot be reached with the available assets, Otto says so directly. - When used inside a client portfolio, Otto reads the client’s risk questionnaire, including tolerance, capacity and stated preferences, and builds to fit that client. - Otto was also designed for advisors using TAMPs and third-party investment strategies. - OnPointe says Otto can analyze 10, 20, 30 or more strategies to determine the optimal mix. - Rob Harbin, OnPointe Software co-founder and CTO, said AI is now an assistive tool for financial professionals and that Otto can analyze more data faster than an advisor could by hand. - Harbin said the advisor still makes the decision, but with better-informed input.

Between the lines: - Otto is the third major step in OnPointe’s AI roadmap, following an AI-powered account statement parser and an AI Portfolio Analysis tool powered by TacticalMind AI™ market consensus data. - OnPointe is tying Otto to its own market-calibrated risk and performance data rather than relying on generic outputs. - The company says every figure Otto cites comes from OnPointe’s market-calibrated data. - Otto identifies portfolios and holdings by name and flags its limits when history is too short, a metric cannot be computed or a target cannot be reached. - For portfolios that started after 2008, Otto’s extended-risk insight estimates how they likely would have behaved through a full market cycle. - Otto’s market beliefs draw on TacticalMind AI™ market consensus through an exclusive partnership, with TacticalMind AI™ supplying market beliefs and OnPointe supplying portfolio analysis. - The product is provisioned in three capability tiers, from review-only to open-market construction, and can include an optional wealth-management domain. - Every conversation is recorded.

What's next: - Advisors can see Otto in action. - OnPointe is directing users to its product page for more information on the portfolio optimizer. - The company’s broader platform remains centered on risk analysis, retirement income planning and AI-driven portfolio construction and analysis.

The bottom line: - OnPointe is moving its AI strategy from analysis support to direct portfolio construction, with Otto aimed at making advisor workflow faster, more transparent and more tightly aligned to client constraints.