Teardown12 min
Wealthbox vs Redtail vs Salesforce FSC for $40M RIAs.
Wealthbox, Redtail, and Salesforce FSC each pitch the same $40M RIA. Here is the cost math, custodian reality, and where AI changes the decision.
By TreyTag
AI Agents.
17 articles tagged ai agents.
Operator's view11 min
The Case for Hiring an Internal AI Ops Lead at $50M.
Mid-market AI engineers run $230K to $310K all-in. Boutique services run $75K to $200K a year. Here is how to think about the hire and when it pays back.
By TreyOperator's view11 min
Why RIA Roll-Ups Will Spend AI Budget on Back Office First.
RIA M&A hit a record in 2025. The PE-backed roll-ups now own the integration bill. The next AI budget will buy reconciliation, not robo planning.
By TreyOperator's view11 min
PE Is Rolling Up Field Service Software. Three Options..
Private equity poured $3.5B into field service software in 18 months. Here is what $50M HVAC, plumbing, and electrical operators should do.
By TreyPlaybook12 min
How to Qualify Final-Expense Leads Before You Dial.
A $50 final-expense lead converts at 5 percent if you treat it like a 2018 dial list. Here is the pre-call qualification workflow that protects your best closers.
By TreyField notes11 min
Why AI Pilots Stall at the Same Point Every Time.
Across mid-market rollouts, AI pilots stall at the same moment. It is not data, models, or budget. It is the handoff nobody plans for.
By TreyPlaybook11 min
How to Cut RFI Response Time From Two Weeks to Four Days.
RFIs at mid-market GCs average 9.7 days to first response. Here is the five-move workflow that gets you to four, and where AI actually helps.
By TreyOperator's view12 min
What Hyperscaler Capex Means for Mid-Market MEP.
Big Tech's $725B 2026 data center capex is concentrating among large MEP firms. Here is what the mid-market needs to compete for that work.
By TreyOperator's view11 min
Why Specialty Finance Is the AI Vertical Nobody Is Targeting.
Harvey hit $11B with $190M ARR. Meanwhile $1.34T in equipment finance, 15,870 RIAs, and a wide-open vendor map sit ignored. Specialty finance is the bet.
By TreyOperator's view11 min
What AI Still Can't Do for Mid-Market Operations.
94% of mid-market firms use generative AI, but only 2% have scaled it. Here are five things AI cannot do for your operation, and where it actually works.
By TreyOperator's view10 min
AI for Mid-Market Insurance: What Actually Works.
Claims intake, submission triage, and status updates deliver real ROI for $50M-$80M insurers today. Fraud models and full automation are still vendor promises.
By TreyOperator's view11 min
How Long AI Actually Takes to Deploy at a $50M Company.
Not 18 months. Not a weekend. A focused AI tool at a $50M operations company takes four to eight weeks, if your data is ready.
By TreyCase study9 min
How a $40M Manufacturer Captured 25 Years of Expertise.
A precision-parts maker was six months from losing their senior estimator's quoting judgment. A 4-week AI engagement changed that before the door closed.
By TreyCase study11 min
Port of Tampa: How One AI Agent Replaced 3 Hours of Email.
A port operations team spent 3 hours daily triaging 150+ vessel emails. A custom AI agent cut that to 20 minutes with zero missed updates in 90 days.
By TreyOperator's view10 min
How to Evaluate AI Vendors When You Don't Have a CTO.
Most AI vendor checklists assume you have a CTO and a procurement team. This five-question framework works when you have neither.
By TreyOperator's view11 min
What AI Actually Costs for a 20-Person Shop.
AI vendors quote $150K. Your shop does $8M in revenue. Here is what AI realistically costs, what it doesn't, and where the money actually goes.
By TreyOperator's view9 min
Build vs. Buy AI: What No One Tells Mid-Market Leaders.
Most build-vs-buy AI advice targets Fortune 500 or startups. Here is the framework for the $30M to $100M company stuck in between.
By Trey№ 005Get in touch
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