Case Study · An Uptick Deployment
Meet Rafael. High deal volume. A team of four. Too many surprises in the room.
A General Partner at an early-stage private equity fund, before and after Uptick. Deal flow scored to thesis, diligence coordinated, board prep that already surfaces what used to land as a surprise.
Illustrative engagement: a composite of the GPs and investment teams Uptick is built for. The workflows, tools, and outcomes reflect what a real deployment looks like.
Before Uptick
Rafael’s fund was GP plus two or three investment professionals. Deal volume outran analyst bandwidth.
Deal flow quality was inconsistent. Too much time on low-fit opportunities. Diligence was manual and fragmented. Board and portfolio prep was reactive, so surprises still walked into the room. The GP was still doing too much primary research because there was no system to do it first.
Inbound and outbound opportunities scored by gut and calendar availability, not a living thesis filter.
Diligence coordination lived in email threads, data room tabs, and partial memos.
Board and portfolio meeting prep started late and still missed signals.
Limited analyst bandwidth pushed primary research back onto the GP.
Meetings spent half their time on information transfer instead of decisions.
The Stack
Fund-specific agents for deal flow, diligence, and board prep.
Built around the fund’s explicit thesis and portfolio rhythm. Client owns the workflows. The operating cadence of the whole firm shifts, not just one inbox.
Thesis-Scored Deal Flow
Scores inbound and outbound opportunities against the fund’s criteria. Surfaces only high-fit deals with initial memo drafts.
Diligence Coordination
Manages data room requests, tracks open items, synthesizes findings, and flags risks early.
Portfolio Signal + Board Prep
Monitors portfolio companies (metrics, news, updates) and produces pre-meeting briefs that already surface surprises and recommended questions.
A new fund rhythm
Less time on non-thesis deals. Meetings shift from information transfer to decision-making.
How It Happened
No pitch decks. No 40-page reports. Shipped systems.
Discover
We map where your hours actually go, find the bottlenecks worth automating, and agree which workflows to build first, each with a clear SOP and success metric before anything ships.
Deploy
Your workflows go live at $7,000 each: wired into the tools you already use, with your voice, your rules, and your boundaries. You own everything we build.
Operate & Compound
$300 per active workflow covers monitoring, optimization, reliability, and small iterations. We retire what doesn’t pay and expand what does: leverage that compounds instead of shelfware.
Before → After
The same deal cycle, without the thrash.
A diagnostic mapped where GP and analyst time actually went. Here is what changed once the fund stack was live.
Deal flow
Low-fit opportunities burned hours before anyone said no.
Thesis scoring surfaces high-fit deals with initial memo drafts. Non-thesis noise drops out.
Diligence
Data rooms, open items, and findings scattered across tools and threads.
Requests tracked, findings synthesized, risks flagged early, before they become surprises.
Board prep
Reactive. Surprises still walked into the room.
Pre-meeting briefs already surface surprises and recommended questions.
GP research load
Primary research still fell to the GP when analysts maxed out.
Rafael walks into every meeting with the research already done.
Meeting quality
Half the time spent transferring information.
Board meetings shift to actual decision-making. The fund’s operating rhythm changes.
After Uptick
Zero-surprise board meetings. Thesis-scored deal flow.
Rafael walks into every meeting with the research done and every board meeting with the surprises already flagged. Time on non-thesis deals dropped. Diligence stopped living in fragmented threads. The whole fund’s operating rhythm changed: less thrash, more decisions. That is what leverage looks like when the team stays small on purpose.
Illustrative composite — outcomes reflect what a representative deployment looks like, not a verbatim client account.
Prefer to start smaller?
Start with a diagnosis, not a commitment.
The $999 AI Workflow Assessment is a one-time diagnostic: a 45-minute call, then a report mapping 5–10 hours of weekly savings to off-the-shelf tools you can deploy yourself. Money-back guarantee. No retainer. Assessment fee is fully credited toward any workflow build. Every assessment is delivered personally, so capacity is capped at 8 per month.
A Note from the Founder
I’ve been the solo technical co-founder scrambling to ship before cash runs low. I’ve also been the professional managing a practice where every hour of admin costs me billable revenue.
An agentic workforce isn’t a chatbot or a task manager. It’s the team you can’t afford to hire yet, or the COO you don’t have bandwidth to manage.
It codes, researches, operates, and qualifies, with your authority and your voice, so you show up to high-stakes moments with shipped product, not slides, and to client meetings with focus, not firefighting.
Vaughn DiMarco, CTO @ Uptick Systems
More Case Studies
Another deployment, another bottleneck removed.
The founder who was outnumbered by her own inbox
A mission-driven founder kept her team of six and gave it the leverage of sixteen. Five workflows, live in three weeks.
Read itHiring & OnboardingThe deep-tech founder who was the bottleneck on every hire
A living onboarding agent, the founder’s shadow, got every new engineer productive without a founder-day lost to hand-holding.
Read itExecutivesThe COO who was the glue, and the bottleneck
A growth-stage COO reclaimed 18 hours a week and the output of a Chief of Staff, without the hire, the payroll, or the six-month ramp.
Read itOperatorsThe ops lead who was the department everyone waited on
A 30-person agency automated coordination, reporting, and vendor management, recovered ~22 hours a week, and avoided two planned hires.
Read itPartnersThe partner who lost three billable hours on every new matter
Automated intake, conflict check, file open, and billing setup. The file is ready before the partner reads the first email.
Read it