ScienceSoft: Investment Firms Go All In on AI Despite Modest ROI and Scaling Hurdles

ScienceSoft has released its Q3 2026 Investment AI Trend Watch, a proprietary research report examining the latest AI adoption trends across the investment industry. Drawing on Q3 industry studies, market developments, and ScienceSoft's project work, the report highlights where AI is delivering the greatest value today and what investment firms and wealthtech vendors should prepare for over the next 12 months.

The research reveals that AI adoption continues to accelerate across the investment industry, with operational efficiency gains remaining the primary near-term goal. ScienceSoft highlights that while investment firms continue to raise AI spending, reported financial returns remain modest. The research includes expert commentary from ScienceSoft's consultants on possible reasons for weak early ROI and best practices for measuring AI's business value.

The findings show that agentic AI is gradually moving into production, with investment research, reconciliation, and administrative automation emerging as early enterprise use cases. At the same time, ScienceSoft reveals that investment firms remain cautious about granting AI agents broad autonomy. The research examines controlled AI agent deployments at Balyasny Asset Management, PIMCO, and Mariner, and shares projections on how AI agent authority in investment operations may evolve through 2027.

The research also explores investment firms' AI tooling preferences. The findings suggest that investment firms largely favor commercial AI tools over proprietary solutions. ScienceSoft points to the emergence of business process outsourcing to AI-first service providers as an alternative to in-house AI adoption and anticipates growing interest in this model among smaller investment firms.

Beyond enterprise adoption trends, the research examines how wealthtech firms, financial software vendors, and AI providers are expanding their commercial AI offerings, highlighting recent AI product launches from SS&C Technologies, Anthropic, and Advisor360°.

Read the full Q3 2026 Investment AI Trend Watch report for more insights.

About ScienceSoft

ScienceSoft is a Texas-headquartered AI transformation and software engineering company with 37 years of experience in artificial intelligence and 19 years in investment IT. The company holds the 2026 AI Leader Award for Best AI Solution for Financial Services and was named Best FinTech Software Development Company 2026 by the Wealth & Finance FinTech Awards. ScienceSoft helps investment firms identify high-value AI opportunities and implement controlled AI transformation programs with measurable return targets.

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