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Back to Using Agents for Long-Horizon Financial Work — Aman Singh, Arca, with Aman Singh & Richard MacManus.

Do Arca Clients Use the AI Directly?

Aman Singh says Arca clients do not really interface with the AI directly. The role of AI at Arca is not to replace the advisor. It is to replace all of the work around the advisor. Clients experience a level of service that has not been possible in the industry before, delivered through the empathy and care of a human advisor.

He leads the AI platform team and is building the harness and the capabilities to run the business with AI. Arca is the firm itself, not a SaaS company. Agents prompt people more than people prompt agents, and a proactive service runs for clients 24-7. The work covers financial advice, financial planning for assets, tax planning, insurance, and estate planning as people get wealthier. Someone who just sold a business gets help thinking through partners and complexity. Large technology executives get a real plan for retiring early. Small families get help finding a first home. Richard MacManus puts a recent raise at $64 million for the AI native wealth management firm, at the AI Engineer New York Conference 2026.

Machinery behind every client keeps asking what the market is doing and how it affects the client, what else is going on in life, and how the textures of life change the finances. The AI does the back office work, so the firm can be way more proactive, way more responsive, and deliver a better level of client service.

Transcript

Using Agents for Long-Horizon Financial Work — Aman Singh, Arca ·

Latent Space: The AI Engineer Podcast

More from this episode

  1. How Do Arca Agents Resume Work Days Later?Aman Singh says Arca agents resume a task days later by reading persistent memory of the client, then adding the new signal to work already underway.
  2. What Does Aman Singh Think of Managed Agents?Aman Singh is very bullish on the models from Anthropic and labs like OpenAI, and less so on taking a dependency on a product like managed agents.
  3. How Did Arca Agents Find Hidden Advisor Fees?Aman Singh says Arca agents found fees an existing advisor was charging that the person did not know about.

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