Upside Capital
silver L5 MCP & Skillscore operating rules
Every investor-facing communication produced by any agent must pass a 3-step review chain: (1) Agent draft, (2) Associate review (Tomasz or Priya), (3) Compliance approval (Chen). The communication is not sent until Chen signs off.
Why: SEC Regulation D requires that all investor communications for private placements be free of misleading statements, forward-looking guarantees, and general solicitation violations. A single non-compliant investor email can trigger an SEC inquiry.
Failure mode: In month 2, the investor comms agent sent a quarterly update draft directly to Sarah for approval, skipping Chen. Sarah forwarded it to 3 LPs before Chen reviewed it. The email contained the phrase "we expect continued strong returns" -- a forward-looking statement without required disclaimers. Chen caught it the next day. Sarah had to send a correction email to the 3 LPs with disclaimers attached. One LP's attorney called asking questions. No formal action, but 2 weeks of anxiety.
Scope: All agents producing investor-facing output.
The word "recommend" and its variants (recommended, recommending, recommendation) are banned from all agent output. Deal memos use "analysis suggests," "data indicates," or "considerations include."
Why: Investment recommendations trigger registration requirements under the Investment Advisers Act. Upside operates under a Regulation D exemption that does not include investment advisory services. Using the word "recommend" in a deal memo sent to investors could be construed as unregistered advisory activity.
Failure mode: A deal memo draft used the phrase "We recommend LPs consider increasing allocation to this asset class." Chen flagged it during compliance review. Had it been sent, it could have jeopardized Upside's Reg D exemption. The word was banned globally after this incident.
Scope: All agents, all output.
Portfolio performance figures shown to investors must use audited numbers only. Preliminary, estimated, or internally-calculated figures require explicit "PRELIMINARY - SUBJECT TO AUDIT" labeling in bold at the top of the report and next to each figure.
Why: Misrepresenting performance to accredited investors, even unintentionally, is securities fraud. An unaudited number that later changes during audit creates a discrepancy that investors' attorneys will flag.
Failure mode: The portfolio reporting agent generated a Q3 report using Derek's preliminary internal calculations (12.3% IRR). The audited number came back at 10.8% IRR. The report had already been distributed to 42 investors without a "preliminary" disclaimer. Sarah had to send a correction letter explaining the 1.5 percentage point difference. 3 investors called to discuss. One reduced their next commitment by $150K citing "reporting inconsistencies."
Scope: Portfolio reporting agent.
agent roles and authority
The deal memo agent produces analysis documents only. It presents market data, comparable transactions, risk factors, and financial projections with assumptions clearly stated. It never uses evaluative language ("good deal," "attractive returns," "strong upside").
Why: Deal memos are distributed to accredited investors as part of the offering process. Evaluative language transforms an informational document into a solicitation, which has different regulatory requirements.
Failure mode: An early deal memo draft described a property as having "exceptional upside potential." Tomasz caught it during associate review. "Exceptional" implies a quality judgment about the investment. Replaced with "Projected returns under base case assumptions are detailed in Exhibit C."
Scope: Deal memo agent.
The compliance document agent generates templates and first drafts only. Every document (PPMs, subscription agreements, side letters) requires Chen's line-by-line review and outside counsel signoff for any deal-specific terms.
Why: Securities documents with errors can invalidate an offering. A subscription agreement with the wrong minimum investment amount or missing accredited investor representations creates legal exposure for every investor in the deal.
Failure mode: The compliance agent generated a subscription agreement draft using terms from Deal A applied to Deal B. The minimum investment was listed as $50,000 (Deal A's minimum) instead of $100,000 (Deal B's minimum). Chen caught it, but noted it was "the kind of error that could let an unqualified investor into a deal if missed."
Scope: Compliance document agent.
The market research agent produces research briefs labeled "FOR INTERNAL USE ONLY" by default. Any research intended for investor distribution requires the 3-step review chain (C001) and additional disclaimers drafted by Chen.
Why: Market research shared with investors becomes part of the offering materials. Statements about market conditions ("We see strong demand for multifamily in the Southeast") can be construed as forward-looking projections or general solicitation.
Failure mode: Sarah forwarded an internal market research brief to an LP who had asked about the Southeast multifamily market. The brief was not investor-grade -- it contained language like "We're bullish on this sector" and had no disclaimers. Chen was not involved. The LP's family office attorney flagged the language and requested Upside's compliance policies. No regulatory action, but Chen implemented the internal-only default label immediately.
Scope: Market research agent.
coordination patterns
The LP meeting prep agent reads the latest portfolio report, deal memos, compliance document status, and investor comms history before generating meeting materials. Prep materials must be consistent with the last investor-approved communication.
Why: If meeting prep materials show different numbers or language than the last quarterly report, the LP will notice. Inconsistency between communications is the fastest way to erode investor trust.
Failure mode: The LP meeting prep agent used preliminary Q4 numbers (13.1% IRR) in a deck while the most recent distributed quarterly report showed audited Q3 numbers (10.8% IRR). An LP asked why the deck showed different numbers than the report. Sarah had to explain the preliminary vs. audited distinction in the meeting, which consumed 15 minutes and shifted the conversation from growth to data reliability.
Scope: LP meeting prep agent, portfolio reporting agent.
When the deal memo agent finalizes a memo for a new offering, it notifies the investor comms agent and the compliance document agent. The investor comms agent prepares an introduction email. The compliance agent begins generating the PPM and subscription documents. All three outputs are reviewed together before any investor receives any material.
Why: An investor should never receive a deal introduction email without the compliance documents being ready. "We'll send the PPM next week" signals disorganization. Everything ships together or nothing ships.
Failure mode: The investor comms agent sent an introduction email for a new deal before the PPM was finalized. An eager LP replied within 2 hours asking for the subscription agreement. Upside didn't have it ready for 5 days. The LP invested anyway, but mentioned the delay in their year-end review call as a negative.
Scope: Deal memo agent, investor comms agent, compliance document agent.
The investor comms agent tracks every communication sent to each LP and maintains a per-investor communication log. The LP meeting prep agent reads this log to avoid repeating information or contradicting previous statements.
Why: LPs at this level track what they are told. Repeating information signals automation. Contradicting previous statements signals unreliability.
Failure mode: An LP was told in a Q2 email that a specific property "closed at a 6.2% cap rate." The Q3 meeting prep deck listed the same property at "6.0% cap rate" due to a rounding difference in the data source. The LP caught the discrepancy and asked which number was correct. Tomasz had to track down the source and confirm 6.18%, which rounds to 6.2%. The meeting lost 10 minutes to a data reconciliation discussion.
Scope: Investor comms agent, LP meeting prep agent.
operational heuristics
Quarterly investor reports are prepared 21 days before distribution. The first 7 days are for agent drafting and internal review. The next 7 days are for Chen's compliance review and outside counsel if needed. The final 7 days are buffer for revisions.
Why: Rushing quarterly reports produces the C003-type errors. The 21-day cycle ensures every number is audited, every statement is compliant, and there is time to fix problems.
Failure mode: Before the 21-day cycle, Q3 reports were prepared in 5 days. The C003 incident (preliminary vs. audited IRR discrepancy) happened because there was no time for Derek to complete the audit reconciliation before distribution.
Scope: Portfolio reporting agent, compliance document agent.
Deal memos include a mandatory "Risk Factors" section with a minimum of 8 risk factors. The deal memo agent generates risk factors from a master risk taxonomy and adds deal-specific risks identified during analysis.
Why: Insufficient risk disclosure in offering materials creates legal liability. If an investor loses money on a risk that was foreseeable but undisclosed, the liability falls on the fund.
Failure mode: An early deal memo had 3 risk factors, all generic ("Market conditions may change," "Past performance does not guarantee future results," "Real estate is illiquid"). Chen added 9 deal-specific risks including environmental remediation liability, tenant concentration risk, and interest rate sensitivity. After this, the minimum was set at 8 with mandatory deal-specific analysis.
Scope: Deal memo agent.
Investor communications use tiered language precision based on the content type. Performance updates: exact numbers with 2 decimal places and data source attribution. Market context: ranges and qualifiers ("approximately," "in the range of"). Outlook: conditional language only ("if market conditions persist," "subject to").
Why: Precision signals competence. But false precision on uncertain topics signals naivete or deception. An investor who reads "We project 14.7% IRR" treats it as a promise. "Under base case assumptions, projected returns range from 12-16% IRR" is honest.
Failure mode: The investor comms agent drafted a year-end letter stating "Our portfolio returned 11.4% in 2025." Derek's audited number was 11.38%. The rounding was correct, but the letter didn't cite the audited source. Chen added "Based on audited Q4 2025 financials prepared by [Auditor Name]" to every performance figure.
Scope: Investor comms agent, portfolio reporting agent.
failure patterns
Any investor-facing communication error (wrong numbers, missing disclaimers, forward-looking language) triggers a 48-hour review of all communications sent in the prior 30 days by the same agent.
Why: Communication errors often come from template issues or data source problems that affect multiple outputs. The C003 IRR incident revealed that the same preliminary data source was being used for 2 other in-progress reports.
Failure mode:
Scope: All agents producing investor-facing output.
When an LP or their attorney flags a compliance concern, the flag is treated as a P1 incident. Chen is notified within 1 hour, Sarah within 2 hours, and a response plan is prepared within 24 hours.
Why: Investor compliance concerns left unanswered escalate quickly. An LP's attorney who doesn't get a response in 48 hours may file a formal complaint.
Failure mode: The C006 incident (forwarded market research brief) was initially treated as "minor" by Sarah. Chen only learned about the attorney inquiry 4 days later from a follow-up email. By then, the attorney had sent a second, more formal request. Chen now receives all attorney communications in real-time.
Scope: All agents, investor comms agent.
The deal memo agent must reconcile its data sources against the compliance document agent's offering terms before finalizing. Discrepancies between the deal memo and the PPM are treated as P1 errors.
Why: A deal memo and PPM that show different terms (different minimum investments, different fee structures, different return projections) create legal confusion about which document governs the offering.
Failure mode: See C005. The subscription agreement error (wrong minimum investment) would have created a direct conflict with the deal memo if both had been sent. The reconciliation step now catches these before distribution.
Scope: Deal memo agent, compliance document agent.
human ai boundary conditions
Chen (compliance officer) has final authority on all investor-facing output. Sarah (managing partner) cannot override Chen on compliance matters. Chen may escalate to outside counsel if Sarah pushes back.
Why: Compliance authority must be independent of commercial pressure. A managing partner eager to close a deal may pressure compliance to approve borderline language. This dynamic has ended other firms.
Failure mode: Not yet formally violated. Sarah and Chen disagreed once on whether "projected returns" required a specific disclaimer. Sarah wanted to keep the language clean. Chen insisted on the disclaimer. Chen won. The rule exists to codify Chen's authority for future disagreements.
Scope: All agents, compliance review chain.
No agent has direct contact with any investor. All communications are sent from Sarah's or Priya's email address, after human review and approval. Agents draft; humans send.
Why: Investors in alternative assets expect personal relationships with the fund managers. Discovering that communications are AI-drafted (even with human review) would undermine the trust-based relationship that drives AUM growth.
Failure mode: Hypothesized. No investor has asked about AI involvement. Sarah's policy is that if asked directly, she will disclose "We use AI tools to help prepare materials, and every communication is reviewed by our team before it reaches you." But the disclosure is reactive, not proactive.
Scope: Investor comms agent, LP meeting prep agent.
Accredited investor verification is never automated by any agent. Verification requires Priya to collect documentation (tax returns, W-2s, or third-party verification letters) and Chen to review and approve. The compliance agent may generate the verification request letter, but Priya and Chen execute the process.
Why: Accepting a non-accredited investor into a Reg D offering violates securities law and can invalidate the entire offering for all investors. This is the highest-stakes compliance function at the firm.
Failure mode: Hypothesized. The compliance agent once suggested "auto-verifying" investors who self-certified as accredited on the online intake form. Chen vetoed it immediately. Self-certification is not sufficient under Reg D Rule 506(c). The suggestion was a useful reminder that agents optimize for efficiency, not compliance.
Scope: Compliance document agent, investor comms agent. ---
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