TFSF Ventures  ×  Agentic Injections

AI Operations Proposal for Duncan Williams Asset Management

A custom 12-agent infrastructure layer purpose-built for the #1 ranked RIA in Memphis — designed to multiply advisor capacity, automate compliance workflows, and deepen client relationships at scale.
Prepared for the DWAM Leadership Team  ·  March 2026
#1
RIA in Memphis
9
Service Verticals
12
Proposed Agents
60+
Years of Heritage

The Opportunity

The firms that will dominate the next decade aren't the ones using AI for basic chatbots — they're the ones embedding intelligent agents directly into their operations today. While most RIAs are still figuring out ChatGPT, this is the opportunity to deploy a fully integrated AI infrastructure that compounds your competitive advantage every quarter.

The gap between firms that act now and firms that wait will be insurmountable within 2–3 years.

#1
Ranked RIA in Memphis by USA Today, #2 in Tennessee.
9
Service verticals across 5 distinct client segments.
5
Client segments served — from individuals to enterprises.
60+
Years of financial services heritage via Duncan-Williams, Inc.

The opportunity: DWAM has earned its position as the top-ranked RIA in Memphis through exceptional client service and community commitment. AI-powered infrastructure can amplify that competitive advantage — scaling personalized service, automating compliance workflows, and unlocking capacity across every service vertical.


Agent Architecture — 12 Agents, 3 Pillars

Each agent is purpose-built for DWAM's world — serving individual investors, HNW clients, non-profits, businesses, and institutions across 9 service verticals. Integrated with Schwab's custodial platform and built around SEC/FINRA compliance from day one.

1Client-Facing Agents
Intelligent Intake Agent
A smart, branching questionnaire that qualifies prospects across DWAM's 5 client segments — individual investors, small businesses, non-profits, midsize businesses, and enterprises — and routes them to the right advisor and service vertical before the first meeting.
Lead Qualification
Client Communication Agent
Drafts personalized market commentary and portfolio updates tailored to each client's holdings, risk profile, and life stage. Advisors review and approve before delivery — the agent handles the heavy lifting of writing, the advisor keeps the relationship.
Retention
Scheduling & Onboarding Agent
Manages meeting scheduling, document collection, and new client onboarding from first inquiry to funded Schwab account. Automated follow-up sequences ensure nothing falls through the cracks during the intake process.
Operations
Community Impact Agent
Built around DWAM's deep community commitment — from the FOR MEMPHIS initiative to partnerships with LeBonheur, Shelby Farms, Church Health, and the Civil Rights Museum. Automates event promotion, impact reporting, and community content so the team can focus on the relationships.
Brand
2Advisor-Facing Agents
Portfolio Intelligence Agent
Continuous monitoring across your entire book of business — rebalancing alerts, tax-loss harvesting opportunities, and concentration risk flagging. Designed to surface what matters before it becomes a problem, not after.
Investment Ops
Compliance Sentinel Agent
Reviews all advisor communications and marketing content for SEC/FINRA compliance issues before they go live — across every state where DWAM is registered. A 24/7 co-pilot that scales with the firm's multi-state regulatory footprint.
Risk & Compliance
Content & Market Intel Agent
DWAM already publishes daily market recaps, community stories, and thought leadership. This agent accelerates that pipeline — generating first drafts, monitoring market events, and flagging regulatory developments relevant to your client base.
Marketing
RFP & Proposal Agent
Generates customized pitch materials for DWAM's institutional and non-profit prospects — retirement plan proposals, foundation board presentations, and enterprise service packages — each tailored to the prospect's specific requirements and compliance frameworks.
Business Dev
3Operations & Growth Agents
CRM Intelligence Agent
Consolidates client data from Schwab, email, meeting notes, and phone records into a unified advisor dashboard. Surfaces relationship health scores and engagement patterns so advisors know who needs attention — before anyone asks.
Data Unification
Fee Optimization Agent
Analyzes fee structures across the full book of business — identifying revenue patterns, modeling the impact of fee adjustments, and ensuring wrap fee program compliance. Designed to help DWAM make informed pricing decisions as AUM grows.
Revenue Intel
Talent & Training Agent
Builds a living knowledge base from DWAM's 60+ years of institutional expertise. Onboards new team members with firm-specific playbooks, tracks continuing education requirements, and ensures operational knowledge isn't lost when people move on.
People
Business Development Agent
Monitors the greater Memphis business community for trigger events — leadership transitions, business sales, non-profit board changes, retirement announcements — and generates personalized outreach sequences to qualified prospects at scale.
Growth Engine

Common RIA Challenges & the AI-Augmented Alternative

Industry-wide pain points that growing RIAs face — and how AI agents address each one.

Typical RIA Challenges

1

Personalizing market commentary across multiple client segments is time-intensive

2

Compliance review often happens after content is produced — creating post-production risk

3

Client onboarding involves multiple manual touchpoints and document follow-ups

4

Portfolio monitoring at scale requires significant analyst time for rebalancing and risk flagging

5

Systematic prospect identification and outreach is difficult to scale alongside client service

6

Fee structure analysis and revenue optimization across a growing book requires dedicated resources

With AI Agents

Personalized commentary auto-generated per client's holdings — advisor reviews and sends

Compliance Sentinel reviews content in real-time before publication — issues flagged proactively

Intelligent onboarding auto-collects documents and tracks progress autonomously

24/7 monitoring with instant alerts for rebalancing, tax-loss, and concentration risk events

BD Agent identifies and engages qualified prospects with personalized outreach at scale

Real-time fee analytics with revenue leakage alerts and scenario modeling


How It Works — From Kickoff to Full Integration

Our deployment process is designed to be turnkey. Your team's only commitment is a single kickoff session — after that, TFSF handles all architecture, integration, build, testing, and deployment. No disruption to your daily operations. No IT burden on your staff.

Your involvement: One 60–90 minute kickoff session with your leadership team to walk us through your workflows, tech stack, compliance requirements, and priorities. That's it. Everything after that is on us.

Phase 1 — Discovery

Kickoff Session & Operational Audit

We sit down with your team — once — to understand how DWAM actually operates. Workflows, custodial integrations, compliance processes, client communication patterns, pain points. We record everything, document your current tech stack, and map every process that touches client data. This is the only session that requires your team's time.

Phase 2 — Architecture & Build

Agent Design & Infrastructure

Based on the discovery session, our team designs and builds every agent from scratch — custom-trained on your specific service verticals, compliance frameworks, and client segments. We handle all Schwab integration points, data pipeline configuration, and security protocols. Your team continues operating normally with zero interruption.

Phase 3 — Integration & Testing

Connecting to Your Existing Systems

We integrate each agent into your existing tools — CRM, custodial platform, email systems, compliance workflows — and run extensive testing in a sandboxed environment. Nothing touches your live client data until we've validated every workflow with your compliance team's sign-off.

Phase 4 — Phased Launch

Controlled Rollout & Staff Training

Agents go live in controlled phases — client-facing first, then advisor tools, then operations. We provide hands-on training for every team member who interacts with the system. Each phase is validated before the next one activates. No big-bang deployment — just steady, low-risk integration.

Ongoing

Optimization & Continuous Improvement

After full deployment, TFSF monitors agent performance, fine-tunes workflows based on real usage data, and delivers quarterly strategy reviews with your leadership team. As DWAM grows and evolves, the agent ecosystem grows with you.


Your Agent Dashboard — Live Preview

This is what your command center looks like once deployed. Every agent, every action, every alert — visible to your leadership team in real time, 24/7.

DWAM Agent Command Center
Live
12
Active Agents
0
Tasks Today
0
Compliance Flags
0
Leads Qualified
Agent Status
Intelligent Intake
Qualifying prospect — Enterprise
Client
Client Communication
Drafting Q1 summary — 3 left
Client
Scheduling & Onboarding
Doc collection — new HNW
Client
Community Impact
Next: FOR MEMPHIS post 2 PM
Client
Portfolio Intelligence
Tax-loss scan running
Advisor
Compliance Sentinel
Reviewing blog draft
Advisor
Content & Market Intel
Daily recap generating
Advisor
RFP & Proposal
Last: Trezevant deck
Advisor
CRM Intelligence
Schwab sync — 12 logged
Ops
Fee Optimization
2 recommendations ready
Ops
Talent & Training
CE tracker — 3 due
Ops
Business Development
Trigger: CFO at Regional One
Ops
Live Activity Feed

Next Step: Your Custom Blueprint

Every firm operates differently. Before we scope your deployment, we need to understand your specific workflows, technology stack, compliance requirements, and growth priorities. Complete the 20-question assessment below — your custom blueprint will be delivered within 24 hours.

📋

AI Operational Assessment

20 questions across 5 categories — takes about 10 minutes. We'll use your answers to map the exact agents, integrations, and deployment timeline for Duncan Williams Asset Management.

Free assessment · No commitment · Blueprint in 24 hours
AI Operational Assessment
Duncan Williams Asset Management — 19 questions, ~8 minutes
1 of 19 — Contact
2 of 19 — Contact
Chairman / Founder
President / CEO
CIO / CFA
CCO / Compliance
Financial Advisor / SVP
Operations / Finance
Marketing
Other
3 of 19 — Firm Profile
Under $250M
$250M — $500M
$500M — $1B
$1B+
4 of 19 — Firm Profile
1 — 5
6 — 15
16 — 30
30+
5 of 19 — Firm Profile
Under 500
500 — 1,000
1,000 — 2,500
2,500+
6 of 19 — Technology
Charles Schwab
Fidelity
Pershing
Other / Multiple
7 of 19 — Technology
Salesforce
Redtail
Wealthbox
No CRM
8 of 19 — Technology
eMoney
MoneyGuidePro
RightCapital
None / Other
9 of 19 — Technology
Yes, actively
Experimenting
Evaluating
Not yet
10 of 19 — Operations
Each advisor writes their own
Centralized team drafts
Third-party / template content
We don't produce regular updates
11 of 19 — Operations
Under 7 days
7 — 14 days
14 — 30 days
30+ days
12 of 19 — Operations
Automated system flags them
Advisor judgment
We find out when they leave
Working on a process
13 of 19 — Operations
Weekly
Monthly
Quarterly
Only when they reach out
14 of 19 — Compliance
100% — everything reviewed
Most things reviewed
Some things slip through
It's an active concern
15 of 19 — Compliance
Under 5 hours
5 — 15 hours
15 — 30 hours
30+ hours
16 of 19 — Compliance
CCO reviews manually
Compliance software
Advisors self-review
No formal process
17 of 19 — Growth
Grow AUM
More HNW clients
Operational efficiency
Institutional expansion
18 of 19 — Growth
Client referrals
COI / professional network
Digital marketing
Events / community
19 of 19 — Growth

Assessment Complete

Thank you. Your responses have been received. Our team will analyze your answers and deliver a customized deployment blueprint within 24 hours.