Most AI in wealth management wasn’t built for your unique firm.
Impruve partners with elite RIAs to design and build custom AI that fits your firm.
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Overwhelmed by AI? Want to bring the benefits of AI into your firm, but not sure how?
Impruve is your partner in navigating AI for RIAs, and ensuring your firm comes out on top.
Impruve acts as an AI Steward for wealth management firms. We combine strategic AI consulting with hands-on engineering to help RIAs move beyond one-off tools and toward durable, firm-specific AI systems.
Rather than replacing your people or processes, we design AI to wrap around your workflows, data, and client philosophy, turning everyday conversations, meetings, and information into a compounding advantage.
OUR SERVICES
No matter your firm’s current AI maturity…
Impruve helps you see real benefits from AI immediately.
Impruve is a full-service AI and data infrastructure and custom development consultancy.
Custom AI Workflow Development
Impruve partners with RIAs to identify high-leverage AI workflows, and does full service design and development to build out custom AI workflows on your tech stack. No new software, and no new logins required. Just your RIA, seeing quick wins from AI.
Our target: 30 days or less to your first useful AI workflow
AI Roadmap Development, Compliance Guidance, & Best Practice Training
Impruve helps RIAs build out their near-term and long-term AI strategy, and train their internal team on how to use off-the-shelf AI tools effectively.
“AI-Ready” Data Infrastructure Development
When we build together, we may identify opportunities to improve your firms data infrastructure and “AI Data Readiness”.
Impruve’s development capabilities are focused on AI-ready data infrastructure. Impruve can fully manage development to build or improve your data warehouse, data lake, AI inference pipelines, etc.
…Instead of relying on vendors to come to them with a full blown solution, they were going to the partners and vendors and saying: we would like to do this, this is what we know about our systems, here’s what we need from you, here’s our criteria, what can you do for us?”
Charlene Li
NYT Bestselling Author & Digital Strategist
CASE STUDIES
Our custom-built AI workflows are transforming RIAs today
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THE SITUATION
A large midwest firm was looking for a way to send personalized outreach to every client at the end of each year that highlighted portfolio growth and key life milestones that the clients experienced that year. However, much of the richest data about each client lived in unstructured “notes” fields.
THE IMPRUVE SOLUTION
Impruve developed an AI-drafted, Advisor-reviewed workflow for sending Year-End Client Value Reports
This report summarizes an advisor’s ongoing work, quantifies proactive activities, and highlights milestones achieved for each client. It draws directly from existing data sources, producing an elegant, visual narrative that turns operational excellence into visible, emotional, and measurable client impact.
Impruve developed an explicit human-in-the-loop approval process (and supporting software interface) to keep advisors in control of the final narrative to clients.
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THE SITUATION
Off-the-shelf “AI Scoring” tools weren’t working for this firm, because they weren’t customizable enough to incorporate and add weight to the factors that actually mattered to the firm. They wanted to use AI to help drive decision-making and client prioritization, but didn’t want to lose their unique strategy in the process.
THE IMPRUVE SOLUTION
Impruve developed a custom, firm-specific AI client scoring dashboard, based on the factors that actualy matter to their firm.
This dashboard is able to be logged into by the advisors, alongside their other Impruve-built AI tools (AI notetaker, AI-captured “relationship IQ”, and AI content studio), allowing them to take immediate action on the insights surfaced in the client score dashboard.
The firm was able to request ongoing customizations to scoring factors and weights through their ongoing relationship with Impruve.
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THE SITUATION
When a PE-backed aggregator acquires a new RIA or a book of clients, the true challenge begins after the deal closes. Advisors inherit fragmented histories, scattered documents, uneven CRM data, and years of context that never transfers cleanly. Much of the information required to serve these clients well already exists across emails, PDFs, planning documents, CRMs, custodial feeds, and public sources—it’s simply too time-consuming for humans to stitch together
Impruve developed an AI workflow that automatically ingests all client data and generates a structured “relationship” summary.
This workflow automatically ingests all available data for newly inherited households—communications, documents, CRM notes, public data—and synthesizes it into a structured relationship summary. Advisors receive a clean, digestible “client intelligence brief” that accelerates understanding of clients’ history, priorities, risks, and next steps.
The result was faster advisor readiness, stronger first impressions with clients, and a smooth integration that preserves trust while unlocking early value. -
THE SITUATION
When using an AI notetaker—like the ones found in Impruve’s platform or platforms like Wealthbox—the question is always, “how can I take action on the to-do’s captured from this meeting?”
THE IMPRUVE SOLUTION
Impruve developed custom workflows that connected a mid-size RIA’s AI notetaker to their Wealthbox instance, auto-creating and assigning “Cases” in Wealthbox immediately after a call.
Assignment logic and case creation was based on the firm’s specific team structure and internal logic—saving them hours a week handling follow-ups after client calls.
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Don’t see the AI workflow you’ve been hoping for in your firm? That’s the point—Impruve will custom-develop AI workflows around your specific needs and goals!
THE IMPRUVE DIFFERENCE
Most Software Consulting firms supporting RIAs are not built for the pace of AI change.
Impruve moves at the speed of AI…so you can, too.
Traditional Software Consultancies
Emphasize sequential, staged roadmaps
$1M+ and 2 Years+ Invested…
❌ Wait for “perfect” data before starting AI
❌ Sequential layers = compounding delays
❌ No org-level impact until <2+ years
VS.
The Impruve Approach
Leverages a rapid, iterative development cycle
First Valuable AI Workflow in 30 days
→ Value in weeks, not years
→ Each win funds & informs the next
→ Data hygiene improves through use & iteration
Our process
STEP 01
We draw your “Systems Mind Map”
We map how information, decisions, and workflows currently move through your firm to identify where AI can create leverage and where guardrails are required.
STEP 02
We ideate your “AI wish-list”
Together, we identify high-impact use cases across client experience, operations, and growth, prioritizing speed-to-value without sacrificing durability.
STEP 03
We design and build the system
We architect the data foundations, workflows, and agents required to bring your AI vision to life, integrating securely with your existing stack.
STEP 04
We steward and evolve
AI is never finished. We continuously refine, evaluate, and expand your system as your firm and the technology evolve.

