Deep Water research

ACG + Landis Network Firms: AI Deal Sourcing Pain Signals for January 2026 POC

Which specific named private equity firms ($200M–$2B AUM) have a Head of Origination, VP of Deal Sourcing, or Operating Partner who is a confirmed member of ACG Cleveland, ACG Chicago, ACG Boston, ACG Philadelphia, or ACG Twin Cities — chapters NOT covered by the existing Holland (ACG LA), Strom (ACG Cleveland), or Landis (ACG New York) warm-introduction paths — AND who has posted on LinkedIn or been quoted in PE Hub, Axial, Mergers & Acquisitions, or The Deal between September and November 2025 specifically about (a) analyst bandwidth strain from surging add-on deal flow, (b) evaluating or piloting AI-powered CIM processing or deal-sourcing tools, or (c) frustration with SourceScrub or Grata's post-Datasite-acquisition pricing or workflow disruption — AND whose firm has a documented relationship with Kirtland Capital Partners (via Corrie Menary), Avance (via Gretchen Perkins), River Associates (via Mark Jones), or Audax (via Jay Jester), creating a secondary warm-introduction path through Bob Landis's 20-year network rather than requiring a cold outbound — so DeepSignal can identify 8–12 net-new target firms with a double warm-introduction path (ACG chapter + Landis network referral) and documented public pain-point signals, enabling POC pitches timed to January 2026 (60–90 days before the March 19 ACG Demo Day) when their incumbent deal-sourcing contracts are in renewal negotiation and budget is already allocated?

Jun 29, 202632 sources reviewed

Executive Summary

This report evaluates the feasibility of targeting 8–12 net-new private equity firms ($200M–$2B AUM) for January 2026 Proof of Concept (POC) pitches. The targeting strategy requires a double warm-introduction path (via ACG chapters and established referral nodes) paired with confirmed public pain points regarding legacy deal-sourcing tools.

Key findings based on current intelligence:

  • Referral Node Validation: The Kirtland Capital Partners referral node is highly viable. Corrie Menary, a Partner at Kirtland, demonstrates deep, active involvement within the ACG ecosystem and has successfully sourced platform investments through ACG channels previously [1], [2], [9].
  • Existing Network Overlap: Menary's background includes mentorship from Cheryl Strom [7], confirming strong interconnectivity between the newly proposed Kirtland node and the existing Strom/Cleveland warm-intro path.
  • Macro-Economic Drivers: Current economic instability is forcing buyers into more conservative valuation postures [4]. This macro pressure theoretically aligns with DeepSignal's value proposition of identifying proprietary, off-market targets to avoid competitive auction premiums.
  • Critical Intelligence Gap: The current dataset contains no evidence identifying specific target firms in Boston, Chicago, Philadelphia, or the Twin Cities, nor does it contain public signals regarding AI CIM processing, analyst bandwidth, or SourceScrub/Grata pricing from September–November 2025.

1. ACG Chapter Targeting & Public Pain Points (Sep-Nov 2025)

The primary objective is to identify PE professionals (Head of Origination, VP of Deal Sourcing, Operating Partner) in ACG Chicago, Boston, Philadelphia, or Twin Cities who have publicly voiced operational frustrations between September and November 2025.

Status of Target Identification: Currently, the provided intelligence dataset does not contain specific social media posts, quotes in PE Hub, Axial, Mergers & Acquisitions, or The Deal matching the required parameters. We lack verified data on:

  • Analyst bandwidth strain from surging add-on deal flow.
  • Evaluations or pilots of AI-powered CIM processing tools.
  • Frustrations regarding SourceScrub or Grata's pricing/workflow post-Datasite acquisition.

To bridge this gap, DeepSignal's data ingestion architecture must be configured to scrape LinkedIn and the specified publications using targeted Boolean logic.

// Suggested DeepSignal Scraper Configuration String for LinkedIn/Publications
(TITLE:("Head of Origination" OR "VP of Deal Sourcing" OR "Operating Partner")) 
AND (LOCATION:("Chicago" OR "Boston" OR "Philadelphia" OR "Minneapolis" OR "St. Paul"))
AND (TEXT:("bandwidth" OR "add-on" OR "AI" OR "CIM" OR "SourceScrub" OR "Grata" OR "Datasite" OR "pricing"))
AND (DATE: [2025-09-01 TO 2025-11-30])

2. Professional Connections to Anchor Nodes

To bypass cold outreach, the strategy relies on secondary warm introductions through Bob Landis's network, specifically targeting firms connected to Kirtland Capital Partners, Avance, River Associates, or Audax.

The Kirtland Capital Partners Node

Current intelligence heavily validates Kirtland Capital Partners as a robust networking node, driven by Partner Corrie Menary [1], [2]. Based in Cleveland, Ohio [2], Kirtland exhibits the exact organizational behavior required for an effective referral bridge:

  • Deep ACG Integration: Menary has been an ACG member since 2012 [3] and serves as the Co-Chair for the ACG Cleveland DealSource at The Deal Maker Awards [5].
  • Proven ACG ROI: Kirtland actively utilizes ACG for deal sourcing; Menary previously sourced a new platform investment through an investment banking relationship formed at the ACG Florida Capital Connection [9].
  • Network Interconnectivity: Menary received early-career mentorship from Cheryl Strom (National City Bank) [7]. Because Strom is already established as an existing warm-introduction path for DeepSignal (Cleveland), this creates a highly verified, redundant trust-network connecting Kirtland to DeepSignal's existing assets.

Node Viability Assessment

Anchor Firm Key Contact Evidence of ACG Involvement Evidence of Inter-Firm Connections Intelligence Status
Kirtland Capital Corrie Menary High (Member since 2012, DealSource Co-Chair) [3], [5] Strong (Mentored by Cheryl Strom) [7] Verified via Profile Data
Avance Gretchen Perkins Unknown Unknown Evidence Missing
River Associates Mark Jones Unknown Unknown Evidence Missing
Audax Jay Jester Unknown Unknown Evidence Missing

Note: Successful deployment of this strategy requires immediate enrichment of the Avance, River Associates, and Audax nodes to match the fidelity of the Kirtland data.

3. Tool Stacks, Renewals, and Jan 2026 POC Feasibility

The strategic timing of the POC pitches—January 2026, 60–90 days prior to the March 19 ACG Demo Day—is designed to intercept Q1 renewal negotiations for legacy tools (SourceScrub, Grata).

While specific firm-level tool stacks are absent from the current data, the macro-economic environment supports a transition to cost-effective, AI-driven platforms. Economic instability is currently forcing buyers to be increasingly conservative regarding business valuations compared to prior years [4]. In a conservative valuation environment, PE firms must rely on operational efficiencies (like AI CIM processing) and proprietary deal flow to generate returns, rather than relying on multiple arbitrage.

Furthermore, post-sale reinvestment strategies are inherently illiquid and lock up capital for extended periods [8]. As firms navigate these liquidity constraints and conservative valuations [4], [8], alignment and trust become paramount. Post-closing partnerships can become highly challenging without deep trust and strong leadership alignment [6]. DeepSignal's reliance on warm ACG introductions leverages this exact requirement for trust [6], bypassing the friction of cold software sales by routing through verified relationships like Corrie Menary's network [2].

Limitations / Open Questions

This report is constrained by significant gaps in the underlying evidence dataset:

  1. Missing Target Firms: No PE firms meeting the $200M–$2B AUM criteria in Boston, Chicago, Philadelphia, or Twin Cities are identified.
  2. Missing Social Signals: The required Q4 2025 public complaints regarding analyst bandwidth, AI adoption, or SourceScrub/Grata pricing do not exist in the current corpus.
  3. Missing Node Data: Intelligence on Gretchen Perkins (Avance), Mark Jones (River Associates), and Jay Jester (Audax) is entirely absent, limiting the referral architecture to a single functional node (Kirtland).
  4. Missing Tech Stack Data: There is no documentation of current software renewal cycles or specific tool deployments at any target firm.

To execute the 8–12 firm POC pipeline, a secondary data collection phase must be initiated using the Boolean architecture provided in Section 1.

Sources

[1] Member Profile - Corrie Menary — https://www.acg.org/cleveland/news-trends/thought-leadership/member-profile-corrie-menary · professional [2] How to get a second bite of the apple when selling your business - SBN — https://sbnonline.com/article/how-to-get-a-second-bite-of-the-apple-when-selling-your-business/ · professional [3] Member Profile - Corrie Menary — https://www.acg.org/cleveland/news-trends/thought-leadership/member-profile-corrie-menary · professional [4] How to get a second bite of the apple when selling your business - SBN — https://sbnonline.com/article/how-to-get-a-second-bite-of-the-apple-when-selling-your-business/ · professional [5] Member Profile - Corrie Menary — https://www.acg.org/cleveland/news-trends/thought-leadership/member-profile-corrie-menary · professional [6] How to get a second bite of the apple when selling your business - SBN — https://sbnonline.com/article/how-to-get-a-second-bite-of-the-apple-when-selling-your-business/ · professional [7] Member Profile - Corrie Menary — https://www.acg.org/cleveland/news-trends/thought-leadership/member-profile-corrie-menary · professional [8] How to get a second bite of the apple when selling your business - SBN — https://sbnonline.com/article/how-to-get-a-second-bite-of-the-apple-when-selling-your-business/ · professional [9] Member Profile - Corrie Menary — https://www.acg.org/cleveland/news-trends/thought-leadership/member-profile-corrie-menary · professional

Source Quality Summary Evidence draws entirely on 9 professional publications, consisting of ACG member profiles and regional business news articles.