Financial Services
Your advisors are paid to manage money. They spend their week on onboarding forms and compliance paperwork.
Your advisors stay in front of clients - this is about the onboarding and compliance paperwork you haven't hired for yet.
We build compliance-aware systems that handle the onboarding, KYC, and reporting work - so your advisors get back to clients.
The Short Answer
AI consulting for financial services delivers secure automation infrastructure for wealth managers, RIAs, and PE groups, built with your compliance team against your SEC/FINRA obligations. Consultants map core operational workflows - client onboarding, KYC, and quarterly report generation - and deploy custom AI agents that execute these repetitive tasks inside your existing CRM, with no-training vendor agreements and human review on anything client-facing.
You Know This Problem
Sound familiar?
Advisor Productivity
By commonly cited industry estimates, advisors spend around 40% of their time on non-advisory tasks. That's 40% that isn't generating revenue or deepening relationships.
Business Development Is Inconsistent
Referral and new client development is done ad hoc. Without a system, it depends entirely on which advisor has energy that week.
Compliance Documentation Overhead
Documentation requirements are real and growing. Manual compliance documentation is a productivity killer and a risk.
What We Build
What we build for Financial Services
System / Agent
What It Does
Client Intake & Onboarding
Digital, compliant onboarding workflows that cut intake time from weeks to days.
Advisor CRM
A CRM built for advisor relationship management, not generic sales pipeline.
BD Automation System
Systematic prospecting and referral nurturing that runs in the background.
Meeting Prep Agent
AI-generated meeting briefs with account history, portfolio context, and conversation starters.
Client Communication Agent
Automated, personalized client communications at scale - reviewed before send.
Compliance Documentation Assist
AI-assisted documentation for common compliance requirements - reviewed and approved by humans.
40%
Of advisor time lost to non-advisory admin (a commonly cited industry range - treat it as an assumption, not our claim)
$1M+/yr
Cost of the next 10 ops and client-service hires you'd add for capacity (stated assumption, ~$100K loaded each)
Weeks → days
Client onboarding once intake and KYC run themselves
The AI hype machine sells you tools. Your own reflex says post another req. Both leave you paying for the same slow process forever.
Your current team stays - this is about the roles you haven't posted yet. People do the judgment work; systems do the process work.
Stop buying hours. Start owning systems.
Featured Case Study
Real results in financial services.
$35M in New Enterprise Pipeline in 6 Months
A candid note on fit: Roots AI (formerly Roots Automation) is an insurance-automation company selling into carriers, not a wealth management firm. We feature it here for the transferable mechanic - the outbound and qualification systems we build. Roots needed to reach C-suite executives at mid-market and enterprise insurance carriers without hiring a traditional sales team; Revenue Institute embedded as the outbound function and built custom BDR, Ops, Intel, and Marketing agents that identified in-market prospects and filled leadership calendars. It's the same reach-buyers-you-have-no-relationship-with system an advisory firm uses to grow beyond referrals.
Read the full case study$35M
Pipeline Built
6
Months to Results
Series A + B
Funding Rounds
Explore Capabilities
AI Use Cases for Financial Services
Here's what those systems actually look like for financial services firms today.
AI Form ADV & Regulatory Filing Automation
AI agents draft Form ADV updates, brochure changes, Part 2 disclosures, and state filings ...
Automated Client Reporting for Financial Services
Automate client reporting for RIAs and broker-dealers. AI pulls from Orion, Addepar, and c...
Automated Proposal & Scope Generation for Financial Services
AI proposal generation for financial services firms - faster, compliant client proposals i...
AI Workflow Automation for Financial Services
AI workflow automation for financial services firms - automate KYC, onboarding, and compli...
Automated Lead Qualification for Financial Services
Automated lead qualification for financial services firms - stop wasting advisor time on u...
Client Onboarding Automation for Financial Services
Automate KYC, suitability checks, and custodian account opening for RIAs and broker-dealer...
Show all 13 Financial Services use casesHide additional use cases
- AI Client Review Meeting Prep Automation
- AI Compliance Audit Trail Automation
- AI HNW Prospect Qualification & Routing
- AI KYC & AML Onboarding Automation for Financial Services
- Automated Portfolio Reporting for Financial Services
- Automated Suitability & Reg BI Review
- Transaction Anomaly Monitoring for Financial Services
How to start
Three steps. No commitment until you see the plan.
1
Book a 30-minute strategy call - or start the free AI Opportunity Assessment if you're not ready to talk.
2
We audit the work you were about to hire for.
3
A working system in your business inside the first 100 days - your team sees it running before the engagement ends.
Common Questions
Quick answers to what most financial services leaders ask before we kick off.
When the book grows we just hire another CSA or ops person. Why systems instead?
Because the hire is the reflex, and it's the costly one. You're right to distrust the flood of AI pitches - most of it is hype in a compliance-shaped wrapper. But adding another ops or client-service hire just locks in the cost of the admin. Ten more of those roles is roughly $1M a year in loaded payroll (a stated assumption at about $100K each) for onboarding, KYC, and reporting a system handles once. Your advisors stay in front of clients; the system does the paperwork, with human review on anything that touches compliance. You move from staffing every new tranche of AUM with headcount to advisors who hold more relationships without more overhead. This is about the roles you haven't posted yet, not the team you have.
How do you handle SEC/FINRA compliance concerns?
Every system is built with your compliance team's input. We don't deploy anything that hasn't been reviewed against your regulatory obligations. Human review is built into every automated communication.
Will advisors actually adopt new technology?
Adoption is a design problem. We build systems that fit into existing workflows rather than requiring new ones. The advisors who use our systems are the ones who asked for more time - and we give it to them.
Where does our data go?
Inside your environment wherever possible. Where a model call is needed, we use vendors with no-training agreements and send only what's required. We can pin to specific regions and cloud accounts on request.
Can we keep our books-and-records and audit trail intact?
Yes. Every AI-generated communication, recommendation, or note is logged with the prompt, output, and reviewer. Your compliance team ends up with a cleaner audit trail than they have today.
How does this affect our supervision and review obligations?
Reviewers see flagged items first instead of sampling blind. Same supervisory framework, less manual queue work, better coverage.
Will this replace our advisors or CSAs?
No. It removes the admin layer so advisors can hold more relationships and CSAs can focus on work that actually requires judgment.
We're a smaller RIA. Is this overkill?
We size to the firm. Solo and small RIAs typically start with one or two systems - meeting prep, follow-up, and CRM hygiene - and grow from there.
Ready to see this applied to your financial services operation?
Book a 30-minute strategy call. We'll audit the work you were about to hire for and show you exactly what we'd build - a working system in your business inside the first 100 days. Not ready to talk? Start the free AI Opportunity Assessment.