Situation
A wealth management firm sought to scale its practice beyond traditional one-to-one advisor models. Existing CRMs were too rigid, heavy, and generic to support growth. The firm envisioned a cloud-native platform where AI Agents could join the team as assistants — handling repetitive tasks, surfacing insights, and ensuring compliance guardrails — while advisors focused on deepening client relationships and expanding assets under management.
Task
Codemorphology.ai was engaged to:
- Create a custom CRM tailored to the firm's workflows: client discovery, outreach, pipeline, and qualification.
- Embed AI Agents as practice accelerators for lead management, personalized communication, proposal generation, and compliance support.
- Deliver an MVP quickly while ensuring the platform could evolve continuously as the practice grew.
Actions — Codemorphology's MORPH Process in Action
Map
Ingested the natural-language description of the desired CRM from advisor and stakeholder conversations. Used transcripts and whiteboard sessions as inputs to shape requirements and AI-assisted prototypes.
Orchestrate
Defined the AI Agent catalog that would augment the team: Lead Scout, Message Personalizer, Next-Step Coach, Product Matchmaker, Proposal Builder, Suitability Copilot, and Compliance Guard. Each agent was aligned to a clear business role within the client lifecycle.
Reconstruct
Designed the future operating model in the cloud — flexible product catalogs, compliance checkpoints, and embedded AI assistance — positioning the firm for AI-first growth rather than retrofitting old tools.
Produce
Delivered the MVP CRM with integrated Python microservices, APIs, and AWS Lambda services. Launched AI Agents in draft-only, human-in-the-loop mode to ensure safe adoption, with a roadmap for continuous feature evolution.
Harvest
Equipped the advisory team with knowledge and controls to operate the AI Agents confidently, including compliance guardrails, editable templates, and product catalog management. Advisors were empowered to scale their practice while keeping ownership of client interactions.
Results
- Practice Growth Enabler: Established a foundation where AI Agents function as "new team members," accelerating lead capture, client outreach, proposal creation, and compliance checks.
- Faster Delivery: From vision transcript to working CRM MVP in weeks, with continuous iteration baked in.
- Efficiency & Scale: Reduced manual effort on repetitive tasks, freeing advisors to focus on client relationships and growth.
- Future-Proof Platform: Cloud-native, modular, and AI-assisted — built to evolve as the firm scales.
Summary
Through the MORPH process, Codemorphology.ai transformed a growth vision into a working AI-powered CRM. By embedding AI Agents as assistants, the firm gained the ability to scale efficiently, remain compliant, and deliver more value to clients — setting the stage for continuous growth in an AI-first wealth advisory model.