Financial Services
Respond faster. Reduce admin drag. Give advisors more client-facing hours.
Your team should not be losing hours chasing client documents, retyping CRM notes, searching policy manuals, rebuilding advisor dashboards, or routing every service request by hand.
MVP.dev builds AI automation systems for financial services firms that plug into the tools you already use, including Salesforce Financial Services Cloud, Redtail CRM, Wealthbox, Orion, Black Diamond, Envestnet Tamarac, Addepar, eMoney, RightCapital, Nitrogen, Schwab Advisor Center, Fidelity Wealthscape, Pershing NetX360, DocuSign, and Smarsh.
We help financial firms cut response time, reduce manual review, speed up onboarding, improve service consistency, and give advisors back the time they need for clients and growth.
Production-ready in 3 to 4 weeks.
Get a Workflow Fit Assessment See the Financial Services Automation DemosBuilt for firms with demand, but too much work trapped in admin
This is for RIAs, wealth management firms, broker-dealers, family offices, insurance and financial planning teams, lending groups, and client service operations that are growing but still depend on too much manual follow-up.
You are likely a strong fit if:
- Client service requests still get triaged manually across email, phone, CRM notes, and ticket queues
- New client onboarding depends on repeated document chasing and staff memory
- Advisors spend too much time preparing updates, summaries, and follow-up notes
- Compliance, policy, and procedure answers require searching across PDFs, folders, and old messages
- Your firm uses Redtail, Wealthbox, Salesforce Financial Services Cloud, Orion, Tamarac, Black Diamond, or a similar stack
- You want better workflow inside your current systems, not a disruptive platform migration
If your firm is growing but every new client adds more admin pressure, there is almost certainly time, margin, and service quality trapped inside the workflow.
The fastest wins we usually find
Lead response and advisor routing
A good prospect should not sit in a shared inbox until someone has time to sort it out.
We build lead intake and routing workflows that capture web forms, referrals, event lists, and inbound inquiries, enrich the record, score fit, route to the right advisor or team, and send a same-day follow-up task or message.
The goal is simple:
- High-fit prospects routed in minutes
- Referral sources captured cleanly
- Advisor ownership assigned automatically
- Must-win opportunities flagged before they go cold
For many firms, this can reduce lead response time from 1 to 2 business days to under 15 minutes, while helping recover opportunities that would otherwise get lost in inboxes or spreadsheets.
See the CRM Router Demo →Client service triage and drafted replies
Most service teams do not need more inboxes. They need fewer routine requests handled manually.
We build client service workflows that classify requests, pull approved answers from firm documents, draft replies, create CRM tasks, and escalate sensitive or high-risk items to a human before anything goes out.
Your team gets a cleaner queue:
- Address changes routed correctly
- Beneficiary and distribution requests flagged for review
- Routine questions answered from approved sources
- Complex or regulated requests escalated with context
A focused service desk build can often save 8 to 15 hours per week for a small team by reducing repetitive lookup, drafting, and routing work.
See the Client Service Agent Demo →Advisor dashboards without spreadsheet rebuilding
Advisors need visibility. Operations teams should not have to rebuild it every week.
We build live operating dashboards that combine CRM activity, pipeline, AUM movement, household service status, meeting follow-ups, revenue, and marketing source data from your existing systems.
Each weekly view can show:
- Which clients need follow-up
- Which prospects are stuck
- Where service work is aging
- Which households have missing data
- What changed since last week
The goal is to cut manual reporting prep by 50 to 70 percent and give principals a clearer view of capacity, revenue, and service risk.
See the Executive Dashboard Demo →Policy, compliance, and operations answers with citations
Staff should not spend 30 minutes hunting for the right policy, fee schedule, custodian rule, or procedure before answering a client.
We build cited-answer systems that let staff ask plain-English questions and get responses grounded in approved firm documents, compliance manuals, custodian guides, SOPs, disclosure language, and internal training material.
Every answer includes a source trail so staff can verify it before acting.
- No unsupported answers
- No guessing from memory
- No blind chatbot responses
For service and operations teams, this can cut routine research time by 20 to 30 percent while improving consistency across locations, advisors, and support staff.
See the Knowledge Base Demo →Your current tools stay in place
We build the workflow layer around your existing financial services environment.
Supported and common systems include:
Your CRM stays where it is. Your portfolio reporting stays where it is. Your planning tools, custodian portals, document systems, and compliance archive stay in place.
We add the workflow layer that reads, routes, summarizes, drafts, alerts, and writes back when appropriate.
Three focused offers
Client Service Acceleration System
For firms losing too much time to inbox triage, repetitive requests, and manual CRM updates.
Includes
- Service request mapping
- Email and form intake review
- Request classification
- Drafted client replies
- Human approval queues
- CRM task creation
- Escalation rules
- Service status dashboards
Best for
- RIA service teams
- Wealth management operations groups
- Broker-dealer support teams
- Firms with recurring client service bottlenecks
Onboarding and Document Follow-Up System
For firms that need faster new client onboarding without more admin chasing.
Includes
- Onboarding workflow mapping
- Document checklist logic
- Client follow-up sequences
- Missing-item tracking
- Custodian form status visibility
- Advisor and CSA task routing
- Exception queues
- Audit-friendly activity logs
Best for
- Growing RIAs
- Financial planning firms
- Family offices
- Teams onboarding multiple households per month
- Firms with custodian paperwork delays
Advisor Operating Dashboard System
For leaders who need a clearer view of pipeline, service load, follow-ups, and revenue without spreadsheet assembly.
Includes
- Advisor KPI dashboards
- Pipeline and referral reporting
- Client service aging views
- Meeting follow-up summaries
- AUM and revenue snapshots
- Weekly narrative summaries
- Recommended action lists
Best for
- Multi-advisor firms
- RIA principals
- Practice managers
- Operations leaders
- Firms trying to grow without losing service quality
Start with one workflow. Prove the ROI. Expand from there.
You do not need a full AI transformation project to get value.
The safest path is to pick one painful workflow, automate it, measure the results, and then expand once the system proves itself.
Most firms start with one of these:
- Client service triage and drafted replies
- New client onboarding follow-up
- Lead routing and advisor assignment
- Advisor dashboards and weekly summaries
- Policy and procedure knowledge retrieval
- Meeting note cleanup and CRM task creation
This keeps the first project focused, measurable, and easier to approve.
Typical engagement range
Most financial services workflow builds start with a focused pilot.
Starter Workflow Pilot
Best for one high-value workflow
$7,500 to $15,000
Firm Automation Buildout
Best for multiple workflows or multi-office operations
$15,000 to $40,000
Ongoing Optimization and Support
Best for firms that want continuous improvement, reporting, new workflows, and support
$1,500 to $7,500 per month
Final pricing depends on workflow count, system access, data complexity, approval rules, compliance requirements, and whether the workflow writes back into production systems.
The first step is not a giant commitment. It is a workflow fit assessment that identifies the fastest path to measurable ROI.
What waiting costs
Manual financial services workflows do not just waste staff time. They slow growth and create service risk.
Every month you delay:
- Advisors lose client-facing hours to prep, follow-up, and internal chasing
- Client service teams repeat the same lookup and drafting work
- New prospects wait longer than they should
- Onboarding stalls because missing items are not surfaced early
- Compliance and operations answers depend too much on staff memory
- Growth requires more headcount instead of better operating leverage
If your firm is already busy, better workflow is not a side project. It is how you protect service quality while adding clients.
How the engagement works
Week 1: Find the highest-value leak
We review your client service process, onboarding workflow, lead routing, advisor reporting, or policy and procedure research flow.
You get:
- Workflow map
- Automation opportunity ranking
- KPI targets
- Fixed-scope recommendation
- Implementation plan
We define success before building anything.
Week 2: Build against your real workflow
We connect to the systems, documents, CRM fields, intake forms, task queues, policy files, reporting exports, or dashboard data needed for the selected workflow.
We build around your actual process, not a generic financial services template.
Week 3: Test, tune, and review
We run real historical examples through the workflow in staging. For service workflows, this can include prior requests so routing, drafting, escalation, and source citations can be tested before launch.
You see:
- Accuracy results
- Exceptions
- Failure cases
- Confidence thresholds
- Review queue behavior
- Estimated time savings
Nothing goes live until the workflow is validated.
Week 4: Deploy, monitor, and support
We deploy the workflow, train the relevant users, monitor initial results, and support the first production cycle.
You get:
- Production workflow
- Dashboard or review queue
- Documentation
- Admin handoff
- 30 days of support
- Recommendations for the next workflow
Most builds are designed to pay back in 6 to 8 weeks of live use, depending on volume, labor cost, workflow scope, and how much advisor or operations time is recovered.
Built for sensitive financial workflows
Financial services workflow has to be controlled, auditable, and reviewable.
Our systems are designed around:
- Least-privilege access
- Encrypted data in transit and at rest
- Human review thresholds
- Audit logs for AI-assisted decisions
- Source-grounded answers
- Role-based access by advisor, team, branch, or client segment
- Client-owned cloud deployment when required
- No silent client communication below confidence threshold
- Clear handling for PII, account data, and sensitive client documents
- Support for SEC, FINRA, GLBA, Reg S-P, SOC, and retention requirements where applicable
For firms with SEC, FINRA, GLBA, Reg S-P, SOC, WORM archive, or internal supervision requirements, we design the implementation around your controls from the start.
Example outcomes
| Workflow | Before | After |
|---|---|---|
| Client service triage | Requests sorted manually from email, phone notes, and CRM tasks | Classified queue with drafted replies and escalation rules |
| New client onboarding | Staff chase documents and custodian forms by memory | Missing-item tracking, follow-up prompts, and status visibility |
| Lead routing | Prospects wait in inboxes or spreadsheets | Fit scoring, advisor assignment, and same-day follow-up tasks |
| Policy and procedure research | Staff search PDFs, folders, and old messages | Cited answers from approved firm sources |
| Advisor reporting | Weekly dashboards rebuilt from CRM and portfolio exports | Live operating dashboard with weekly narrative and action list |
Why MVP.dev
MVP.dev builds AI business operating systems, internal tools, and automation layers for companies that need real operational outcomes, not AI experiments.
You get:
- 25 years of software architecture and delivery experience
- AI automation strategy and implementation under one roof
- Practical systems built around existing workflows
- Human-in-the-loop design where accuracy matters
- Clear KPIs before development starts
- Production-minded delivery, not prototype theater
The goal is not to impress your team with AI.
The goal is to give them time back, reduce operational drag, and help the firm serve more clients with the people and systems it already has.
Building the operating playbook too?
Our partners at osforyour.business/financial-services cover the org-design, process, and people side of running a modern financial services firm. We handle the execution layer that makes it run, so the system they help you design actually delivers the hours back.
Frequently Asked Questions
How much time or money can this save?
It depends on request volume, advisor count, and how much work is still handled manually. Client service triage, onboarding follow-up, lead routing, and dashboard prep often contain the fastest savings. A small RIA service team can often reclaim 8 to 15 hours per week from repetitive lookup, drafting, and routing work. Larger multi-advisor firms may save $2,500 to $10,000 per month in recovered admin capacity, faster response, and reduced manual reporting. During Week 1, we define the target KPIs before the build starts.
Will this work with our CRM and portfolio tools?
Yes. We build around your current stack, including tools like Redtail, Wealthbox, Salesforce Financial Services Cloud, Orion, Black Diamond, Tamarac, Addepar, eMoney, RightCapital, and custodian portals where access allows. The workflow can read, summarize, route, and create tasks based on your real fields, processes, and approval rules.
Will this replace Redtail, Wealthbox, Salesforce, Orion, or Tamarac?
No. The goal is to improve the workflow around your current systems, not force a migration. Your CRM stays in place. Your portfolio reporting and planning tools stay in place. The automation layer reads, routes, summarizes, drafts, and writes back only where appropriate and approved.
Can this be used for client communications?
Yes, but with controls. For sensitive client communication, the system can draft responses, cite approved sources, classify risk, and route messages for human review. You decide which types of messages can be sent directly, which need approval, and which must be escalated.
Is AI making financial advice or investment recommendations?
No. The system is designed for workflow support, research retrieval, triage, summarization, drafting, and routing. It should not make financial advice, investment, tax, legal, or suitability decisions. For regulated workflows, AI-assisted outputs should be treated as recommendations or drafts until reviewed by the right person.
Can this support our compliance requirements?
We design the system around your security, supervision, recordkeeping, and compliance requirements. That can include encryption, audit logs, least-privilege access, role-based controls, source trails, human review thresholds, archive integration, and client-owned cloud deployment when required.
What is the first step?
Start with a workflow fit assessment. We identify the workflow with the highest ROI potential, estimate the time or revenue impact, and recommend a focused pilot. You will know what should be built, why it matters, what it should cost, and how success will be measured before committing to a full implementation.
Get the hours and service capacity back
If your firm is still relying on manual client service triage, onboarding follow-up, policy lookup, lead routing, or spreadsheet-based advisor reporting, there is likely a faster way to run the operation.
MVP.dev can help you identify the highest-value workflow, build the automation layer, and deploy it inside your current financial services stack.
Get a Workflow Fit Assessment See the Financial Services Automation Demos