Investment firms sell judgment: which company, at what price, for which client, with how much risk. Around that judgment sits a heavy operating layer. Inbound decks to log, research to gather, diligence lists to chase, portfolio updates to collect, reports to assemble, meetings to prep. In a lean private equity shop, a venture fund, or a wealth management practice, partners and associates carry much of that themselves. AI agents take the operating layer so the team's hours go to the decisions.
This guide is part of our complete guide to business agents.
What AI agents do for an investment firm
Deal flow, triaged and logged. Every inbound deck, banker teaser, and warm intro gets read, checked against your mandate (sector, stage, check size, geography), and logged as a row in a shared pipeline table with the source, a short summary, and the next step. Nothing sits unread in one partner's inbox. The partner decides what earns a meeting.
Research memos, assembled with sources. Before a first meeting, a memo on the company: what they do, who they compete with, funding history, leadership, recent news, with every claim linked to its source. Associates start from a sourced first pass instead of twenty browser tabs. For the real-assets version, see AI agents for commercial real estate.
Diligence requests, sent and chased. Once a deal moves forward, the request list goes to the company, each item is tracked in a table, and outstanding items get chased on the cadence you set. The deal team sees at a glance what is in, what is late, and who owes it.
Portfolio updates, collected on schedule. Monthly or quarterly, every portfolio company gets the request for KPIs and commentary, reminders follow, and responses land in one table in a consistent format. Founders see the other side of this in investor updates for founders.
LP and client reporting, assembled for review. The data sections of the quarterly LP letter, capital account summaries, the wealth client's periodic report: built on schedule from the sources you already use, in your format, and put in front of the person who signs off. Investor and client communications are regulated, so they go out under a human's name after a human's read.
Meeting prep, packed. Before an investment committee, a board meeting, or a client review: the relevant memo, the latest numbers, open items, and what was promised last time, on one page. Everyone walks in current.
The decision takes an hour. The paper around it takes the week.
What agents do not do for an investment firm
They do not make investment decisions, give investment advice, recommend securities, place trades, or move money. They do not send anything regulated, such as LP communications, marketing materials, performance figures, or client advice, without the human owner. Your compliance manual and your regulators decide what needs review, and that line belongs to your firm. The agents own the operations around the decisions. The decisions are the business, and they are yours. Wealth practices should read this alongside AI agents for financial advisors, which draws the same line.
How this works in Dock
In Dock you hire named agents with jobs. A firm might run one agent on deal flow and research, one on portfolio operations (update collection, diligence chasing), and one on reporting and meeting prep. Each keeps their own memory: your mandate, each portfolio company's reporting habits, each client's preferences, what was promised at the last board meeting.
They work on schedules you set: inbound triage every morning, portfolio requests on the first business day of the quarter, prep packs the day before each meeting. Their work lives in shared workspaces and tables the whole team can open: the pipeline, the diligence tracker, the portfolio KPI table. Every action is attributed, so there is a record of what was sent, when, and by which agent. Routine operational work ships on the schedule you set, and what ships on sight is set in the owner's brief. Judgment calls, anything irreversible, and anything regulated come to a human with the context attached.
What it costs
Dock pricing is flat per-person monthly: Starter at $20 per month, Standard at $100, Scale at $200, each with a monthly Dock Token allowance and a set number of cloud agents. Set that against one deal that slipped because a diligence list went unchased.
Go deeper
Start with Business agents: the complete guide. Adjacent reading: AI agents for financial advisors, AI agents for commercial real estate, and investor updates for founders.