Reclaim advisor capacity
Reduce the work around meeting prep, follow-ups, CRM updates, and service requests. Measure the time recovered after review and corrections.
AI strategy & implementation for RIAs
Turn your RIA’s AI ambition into operating leverage.
Where advisors go to thrive.
ThrivAI helps RIAs and independent advisory firms turn AI into measurable business results through practical strategy, governed workflows, and hands-on implementation.
Recover time. Improve service. Measure the return on AI spend.
$1T+ AUMrepresented across prior advisor work
100+ firmsconsulted across wealth management
17+ yearsserving the advisor market
Vendor-agnosticimplementation built around your firm
The execution gap
The tools are everywhere.
Execution is not.
Advisory firms do not have an AI access problem. They have an execution problem: the workflows, guardrails, ownership, and adoption required to turn available tools into operating capacity.
Improve the economics of growth
Put recovered capacity toward client service and qualified opportunities. Track cost to serve and the financial value the firm actually captures.
Protect the client experience
Use AI to draft and prepare the work while advisors retain the judgment, relationships, and final say.
Make governance operational
Build approved uses, data controls, review responsibilities, and exception handling into the way work gets done.
Ways to work together
Diagnose the constraint.
Build for the outcome.
Every engagement starts with the firm you actually run—its people, systems, compliance requirements, capacity constraints, and growth priorities.
AI Readiness
Snapshot
A focused assessment of your firm’s readiness to turn AI into governed workflows, usable capacity, and measurable business value.
- Readiness profile and execution gaps
- Workflow and technology fit
- Governance and adoption signals
- Priorities for the next step
Growth &
Workflow Accelerator
Design, build, and launch priority workflows with clear owners, review standards, and a business case measured against the starting point.
- Workflow design and system integration
- Data controls and review procedures
- Role-based training and playbooks
- Launch criteria and KPI scorecard
Embedded
AI Advisor
Ongoing execution and performance management to keep workflows reliable, support adoption, and direct AI spend toward demonstrated value.
- Workflow and adoption reviews
- Vendor, control, and exception reviews
- Cost, capacity, and ROI tracking
- Prioritized improvements and expansion
The business case for AI
Make the change.
Measure the return.
Every priority workflow needs a starting baseline, an accountable owner, and a clear definition of success. We connect implementation to the measures that show whether the firm is better off.
How to Measure AI ROI →Agree on the measures before the pilot. Compare results after launch. Expand, improve, or stop based on the evidence.
CapacityNet hours recovered
Time per completed workflow, including human review and rework.
QualityService and reliability
Turnaround time, correction rate, completed handoffs, and adoption.
ReturnValue after full costs
Realized savings and attributable profit against implementation and operating costs.
The ThrivAI approach
From AI access
to execution.
We carry the work from business case through implementation, adoption, and performance review. The firm gets a working process, clear responsibilities, and evidence to guide the next investment.
Explore AI for RIAs →- 01
Diagnose the operating reality
Map the work, its volume and cost, the systems involved, and the people accountable.
- 02
Prioritize the right use cases
Choose the workflow and define success against a time, quality, and cost baseline.
- 03
Design the guardrails
Define approved uses, data permissions, human review, vendor oversight, and exceptions.
- 04
Build into the workflow
Configure and test the tools, integrations, and handoffs with the people doing the work.
- 05
Drive adoption and measure
Train by role, review the KPI scorecard, and improve or expand based on results.
Built only for advisors
Wealth management expertise.
Applied to AI execution.
ThrivAI combines wealth management operating experience with practical AI implementation. Founder Aaron Steinberg brings 17 years across RIA custody, M&A, and platform leadership, including responsibility for LPL’s corporate RIA. That experience informs how we design change around the people, systems, and economics of an advisory firm.
"I've watched thousands of firms buy great technology and only a fraction turn it into real business value. The difference was never the tools — it was the execution around them. AI is that story again, at ten times the speed."
ThrivAI brings workflow design, governance, implementation, and measurement into one delivery process. The objective is a change the team can sustain and a business result the firm can evaluate.
Read Aaron's Full Story →Market evidence
The execution gap
is measurable.
Industry research reinforces what advisory firms are experiencing: AI use is accelerating faster than operating discipline, integration, and measurement.
2026 ADVISOR AI MARKET SIGNAL
Adoption is rising. Execution is not keeping pace.
Research points to two gaps: integrating AI into firm strategy and measuring its contribution to business performance.
*Charles Schwab, 2026 RIA & AI Research Study · †Thomson Reuters, 2026 AI in Professional Services Report63%*of surveyed advisors are using AI
~10%*of AI-using advisors fully integrate it into business strategy
18%†of professional-services respondents say their organization tracks AI ROI
Field notes
Practical thinking for
the AI-enabled advisor.
Readiness
The RIA AI Readiness Checklist
A practical way to assess the foundation before selecting tools.
Read the Insight →Operating modelBuild the AI Operating Model Before the Tech Stack
How leading firms connect ownership, governance, and execution.
Read the Insight →GovernanceAI Vendor Oversight for RIAs
The questions that belong in a responsible vendor review.
Read the Insight →Good questions
Before you
move forward.
Who is ThrivAI built for?+
Independent advisory firms that want to create capacity, improve client service, strengthen compliance, and grow without adding unnecessary complexity.
Do we need to know which tools we want?+
No. We start with the workflow and the tools your firm already owns. New technology is considered where there is a defined gap and a business case for closing it.
How do you approach compliance and client data?+
We work within the firm’s compliance and legal review process. Approved uses, data boundaries, human review, vendor oversight, and documentation are built into the workflow before expansion.
What should we expect from the first step?+
The free Snapshot provides a directional readiness profile and priorities. An implementation engagement then defines the workflow, scope, costs, owners, controls, and measures of success before the build.
How do you measure whether AI is paying off?+
We compare workflow time, quality, and adoption against a starting baseline. Financial return includes realized savings and attributable incremental profit, measured against software, implementation, integration, training, and ongoing support costs. Time saved is reported as capacity until it creates a measurable financial benefit.
Build operating leverage
Grow capacity
before headcount.
Identify where AI can recover time, improve service, and support profitable growth—with governance and measurement built into the work.