For Financial Professionals
AI Agents for Financial Advisors
63% of RIAs are already using AI. But most are using it for meeting notes and email drafts. The easy stuff.
The hard stuff is still manual: compiling portfolio reports, cross-referencing data across platforms, writing client communications that need to be accurate down to the basis point. Financial work is quantitative. Getting a number wrong isn't a style issue. It's a liability.
What if you had an agent that handled the reporting, pulled the numbers, drafted the communications, and you focused on what actually requires your expertise? Not automation. An agent that does the legwork. You verify, you approve, you sign off.
What advisors are actually doing with AI
Accenture's wealth management survey found 96% of advisors believe AI can transform client service. Belief isn't behavior. Most are stuck on admin: meeting notes, CRM updates, email drafts. The grunt work gets automated. The work that actually requires financial reasoning? Still manual.
The accuracy problem
Consumer AI tools hallucinate. They make up numbers. They can't access your actual portfolio data, your custodian reports, or your planning software. You paste data into ChatGPT, get a summary back, and spend 20 minutes checking every number because you can't trust it.
Consumer AI
- ×Hallucinates numbers confidently
- ×Can't access your actual systems
- ×No memory of client history
- ×Math errors go uncaught
- ×Every session starts from zero
Your own agent
- ✓Browses your actual dashboards and platforms
- ✓Cross-references real data across sources
- ✓Persists corrections and learns your patterns
- ✓You review every output, but you're reviewing, not rebuilding
Reports, notes, and the work that eats your day
Advisors spend most of their time on production work that doesn't require their expertise. The agent handles the legwork. You handle judgment, verification, and sign-off.
Meeting preparation & follow-up
Persistent memoryFile handling45-60 minutes of manual entry per meeting. Review CRM notes, check portfolio changes, write prep brief, then do it again for the follow-up email.
Agent drafts prep briefs from CRM notes and recent portfolio data, generates follow-up emails after. You review before sending. Over 20+ meetings, it learns your format and your tone.
Quarterly client reports
Web browsingPersistent memoryHours compiling data from custodian platforms, writing performance narratives, formatting into client-facing reports. Repeat for every client.
Agent pulls the numbers, drafts the story, highlights what changed. You check the numbers and approve. The narrative improves each quarter as corrections compound.
Portfolio summaries
Web browsingFile handlingManual data compilation across platforms. Open each custodian portal, export positions, consolidate in a spreadsheet, check for drift.
Agent accesses your tools via browser, consolidates positions, flags concentration or drift. You verify the data and decide what to act on.
Client communications
Persistent memoryMessaging channelsGeneric templates. Manually customizing rebalancing notifications, market commentary, and review letters for each client.
Agent drafts rebalancing notifications, market commentary, and review letters in your voice. You review every client-facing message before it goes out.
Your agent drafts the reports and communications. You verify every number, review every narrative, and sign off before anything goes to a client. The agent handles production; you handle accuracy and judgment.
Monitoring that runs on a schedule
Your agent doesn't wait for you to ask. Schedule it. It watches the numbers, flags the anomalies, and delivers the summary before you open your laptop.
Market & portfolio monitoring
Scheduled tasksWeb browsingManual morning reading routine. Check dashboards when you remember. Portfolio drift caught late, threshold crossings missed.
Agent compiles daily briefings from your preferred sources, flags portfolio drift, alerts on positions crossing thresholds you set. Delivered to Slack or email before market open.
Regulatory tracking
Scheduled tasksWeb browsingReactive. Learn about regulatory changes when you read an article or a colleague mentions it. Miss the guidance that affects your fee disclosure.
Scheduled weekly scans of SEC.gov, FINRA notices, state regulators. Summaries delivered to Slack or email. You never miss the guidance that affects your practice.
Monitoring summaries are starting points, not conclusions. Review flagged items, verify the data, then decide what action to take.
One agent, every channel
Your agent doesn't live in one tab. It's deployed across 20+ messaging platforms simultaneously: Slack, Teams, WhatsApp, email. With shared memory across all of them.
Advisor asks for a client brief in Slack. Associate gets portfolio data via email. Team gets market summaries in Teams. Same agent, same knowledge, same accuracy.
Your Agent
Shared memory across all channels
Slack
Teams
Discord
Web
Extend your agent
Your agent has a browser, file handling, scheduled tasks, and messaging channels built in. Here's how they combine with your existing stack.
Portfolio management
Web browsingOrion, Black Diamond, Addepar, Tamarac. Agent navigates your platform, pulls holdings, performance data, and allocation reports.
CRM
Web browsingMCP (roadmap)Wealthbox, Redtail, Salesforce. Agent reads client notes, writes follow-up summaries. MCP connectors on the roadmap.
Financial planning
Web browsingMoneyGuidePro, eMoney, RightCapital. Agent reads plans, pulls scenario outputs, drafts narrative summaries for client review.
Custodian portals
Web browsingSchwab, Fidelity, Pershing. Agent pulls statements, trade confirmations, account data. Consolidates across custodians.
Market data & research
Scheduled tasksWeb browsingMorningstar, FactSet, financial news. Scheduled research scans, morning briefings from your preferred sources.
Compliance & regulatory
Scheduled tasksWeb browsingSEC.gov, FINRA, state regulators. Scheduled weekly scans, summaries delivered to Slack or email.
Your agent interacts with web-based tools via its built-in browser. For file-based workflows, upload CSVs, PDFs, or Excel exports directly. MCP connectors for deeper API access are on the roadmap.
One client, one machine
Multi-client firms handle sensitive financial data across relationships that must stay separate. One vessel per client engagement. No cross-contamination of financial data between clients.
The SEC flagged AI as a 2025 examination priority. FINRA 24-09 says existing supervision and recordkeeping rules apply to AI output. And 1 in 5 breaches now involve shadow AI. Your infrastructure choice determines whether your AI use is defensible. With a vessel, you have a documented, inspectable setup to point to.
Solo RIA
One vessel for your practice. Every correction compounds into better reports, more accurate summaries, and client communications that sound like you.
Multi-advisor firm
Separate vessels per client relationship. Information barriers are physical, not just policy. One client's portfolio data never touches another's machine.
Family office
Dedicated vessel per family. Complete data isolation across portfolios. When an engagement ends, export the data, delete the vessel. Nothing left behind.
Your responsibility
Your agent handles the legwork: data-pulling, report drafting, monitoring. You handle judgment, verification, and suitability determinations. Every output is a proposal for your review, not a finished deliverable. You are responsible for what goes to clients, regulators, or the record.
A day with your vessel
Pre-market briefing in Slack. Agent compiled overnight data, flagged a position crossing your rebalancing threshold. You review, confirm it warrants action.
Client meeting at 10. Agent already drafted a prep brief from CRM notes and recent portfolio changes. You scan it, add a note about the client's tax situation.
After the meeting, agent drafts the follow-up email with action items. You review the numbers, adjust the tone, send it.
Agent scheduled to pull quarterly performance data for 12 clients by Friday. You'll review each report before they go out.
Why managed hosting matters
An AI agent that handles reporting, monitors portfolios, and drafts client communications needs somewhere to live. Not a browser tab. Not a shared container. Its own machine.
Accuracy that compounds. Persistent memory means corrections stick. Your reporting patterns improve over time, not reset every session. Learn more
Client data isolation. Dedicated VM, own kernel, no shared infrastructure between clients. Learn more
API-tier LLM access. No training on your data. Not consumer terms. Your prompts aren't someone else's training set.
Full audit trail. Every lifecycle event logged, inspectable workspace files. Defensible AI use starts with documented infrastructure.
Deployed everywhere. 20+ channels, shared memory, consistent accuracy across your entire team. Security details
Explore how it works, or see how Vessel handles the agent runtime.
