Outbound Automation
Scaling outreach in financial services breaks when compliance boundaries are not tightly controlled.
This AI email agent is designed to scale outreach to financial advisors while staying within strict communication boundaries. Every reply is classified, sensitive queries are escalated to a human, and follow-ups are triggered automatically — ensuring consistent outreach without risk.
The hardest part isn't writing the email. It's defining what the AI is never allowed to say.
Outreach to Registered Investment Advisors is not just a volume problem. It is a compliance problem. One wrong sentence in an automated email creates legal and reputational risk. This system was built with the constraint first where every response the agent can send was defined before a single email was written. The result is an outreach engine that scales without ever saying the wrong thing.
The Impact
How We Thought
Built to handle conversations safely while scaling outreach, making sure every reply is handled appropriately without risking compliance. This allows teams to grow outreach without losing control or accuracy.
1. Understanding the Real Constraint
Compliance Comes Before Scale
Before a single email was written we needed boundaries. Financial communications with Registered Investment Advisors carry legal weight and one wrong sentence in an automated email creates real reputational and regulatory risk. We started by defining exactly what the agent is allowed to say, what it is never allowed to say, and when it must stop responding entirely.
2. Classifying Intent Before Responding
Not Every Reply Means the Same Thing
A reply saying tell me more and a reply saying who approved this outreach require completely different responses. We built a classification layer that reads every incoming reply and assigns it to one of 6 categories before any response is drafted. This ensures the agent never guesses what a reply means and never sends the wrong type of response.
3. Building the Escalation Wall
Keeping Humans in Control of Sensitive Conversations
Any reply that touches fund details, investment discussions, or compliance-sensitive questions does not get an AI response. It gets flagged immediately and handed to a human team member. The AI was designed to recognise the boundaries of its own competence and stop before it causes a problem rather than after.
4. Protecting Email Deliverability
Scale Means Nothing If Emails Land in Spam
We built rate limits, domain warm-up strategy and spam monitoring into the system from the very beginning. Sending volume grows gradually so the domain stays trusted by email providers. Reaching the inbox consistently was treated as a core engineering requirement, not an afterthought.
5. Adding the One-Touch Follow-Up
One More Chance Without Becoming a Nuisance
If a recipient does not reply within 24 hours Make.com sends exactly one follow-up email and then stops completely. This was a deliberate design choice. Persistent follow-up works but repeated automated emails to financial professionals creates the exact reputational risk the system was designed to avoid.
Architecture Snapshot
The Stack
Systems Delivered
What Changed
- Outreach to RIAs now runs at scale without anyone manually writing or sending emails
- Every reply is automatically read, classified and responded to appropriately
- Compliance-sensitive conversations are flagged instantly and handed to a human before any risky response is sent
- A 24-hour follow-up fires once automatically for every non-reply, then stops
- The team now focuses only on warm conversations that the AI has already started
See How We Work
More Work Like This
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