DeepVest launches PlanLab to unify agentic financial planning

DeepVest's PlanLab connects 11 planning domains in one AI-assisted workspace, targeting the fragmented tools market for wealth advisors.

By Disrupts Editorial Team Wed, 28 October 2026 AI level 2 of 5

AI level 2 of 5: drafted by our AI editorial assistant from the company's announcement; fact-checked, edited and signed off by Mark Walker, Editorial Director. What the levels mean

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DeepVest, the Sarasota-based fintech positioning itself as an agentic front office for wealth management teams, has launched PlanLab, a financial planning capability that maps 53 connections across 11 domains of a client's financial life inside a single interactive workspace. The release follows earlier platform additions, MonitorLab and a programme for emerging registered investment advisers (RIAs), and marks DeepVest's most direct incursion into territory long occupied by specialist financial-planning software vendors.

PlanLab is designed to replace the patchwork of spreadsheets and disconnected tools that most advisory practices still rely on. It covers retirement, taxation, investments, estate planning, insurance, risk, goals, behavioural factors, household data and business ownership. When a client's circumstances shift, say, a delayed retirement date or a business sale, the system recalculates the knock-on effects across the entire plan rather than requiring an adviser to manually reconcile each domain.

Deterministic guardrails on an agentic platform

The architectural choice at the core of PlanLab is worth noting: DeepVest pairs AI-assisted workflows with deterministic calculation engines for sensitive outputs such as Social Security claiming strategies, Roth conversions, required minimum distributions and estate-tax modelling. The company says every AI-generated recommendation is held behind an explicit adviser review-and-approval step, and that the platform produces auditable outputs rather than opaque model inferences. It describes this as a "hallucination-free" approach, a claim that deserves scrutiny in practice but reflects a design posture that regulators and compliance teams in wealth management will find more legible than pure generative-AI pipelines.

A nightly diagnostics engine re-runs deterministic checks as meeting notes, custodial data or client documents are updated, surfacing potential planning opportunities and scoring how far a client has drifted from an agreed plan of record. Data migration is handled via PDF ingestion of existing plans or documents such as tax returns and trust deeds, lowering the switching cost from incumbent systems.

"The wealth management industry is awash with financial planning tools, yet advisors are still left piecing together client profiles, spending countless hours trying to understand how one financial decision affects everything else," said Toby Wade, CEO of DeepVest. "With PlanLab, when something changes, the advisor can see the impacts of the decision and move to update the plan accordingly."

The agentic advice layer as a capital-allocation signal

The launch sits inside a broader structural shift in wealth-tech: the move from point-solution software toward unified, AI-orchestrated adviser workspaces. Incumbents such as Orion, Envestnet and eMoney have each announced or shipped AI-adjacent planning features over the past 18 months, and a cohort of venture-backed challengers, including Conquest Planning and Holistiplan, have carved out specialist niches in scenario modelling and tax analysis respectively. DeepVest is betting that consolidation pressure, on advisory practices squeezed between rising compliance costs and fee compression, will accelerate demand for a single platform that covers research, proposals, monitoring and planning in one audit trail.

For investors watching capital flows across the fintech and wealth-management technology stack, this dynamic has a second-order consequence. As agentic tools absorb more of the adviser's operational workflow, the data layer those tools sit on top of becomes strategically valuable. Custodians, CRM providers and data aggregators that supply the real-time household and market data feeding platforms like DeepVest are quietly becoming infrastructure plays. That positions the current wave of agentic wealth-tech not merely as a software story, but as a contest over who owns the adviser's data graph, a question with implications for distribution, product cross-sell and, eventually, regulatory oversight of AI-assisted financial advice at scale.

PlanLab is available to existing DeepVest clients at no additional cost. The company is targeting independent RIAs and wealth management teams, with demo access available via its website.