Every month, the average business loses $39,000 to cash it already earned — sitting in unpaid invoices, unfollowed leads, and automations nobody built yet. We find it. We fix it. Free.
Data sourced from
The data is no longer speculative. AI adoption has crossed the majority threshold. The question is no longer whether businesses will use AI — it's which businesses will compound from it and which will be left behind.
Customer service AI handles 67% of interactions at leading firms — saving $40M per year per deployment (Klarna case, OpenAI partnership)
AI-assisted proposal creation cuts turnaround from 25 hours to under 4 hours — win rates up 28% (Loopio / PandaDoc benchmarks)
AR automation reduces Days Sales Outstanding by 15–30 days within 90 days of deployment (Centime / HighRadius)
Only 8.8% of US small businesses have deployed AI in core operations (US Census BTOS 2025)
The average SMB spends fewer than 10 hours per year on process optimization (ProfitWell)
58% of knowledge worker time is spent on "work about work" — coordination, status updates, manual data entry (Asana Anatomy of Work)
"The gap between businesses using AI and those not using it is widening at the fastest rate ever recorded — and it compounds every quarter."
AI monitors your AR aging in real time, fires graded dunning sequences, embeds one-click payment links, and escalates risk accounts — without human involvement. Typical result: $39K recovered in 30 days, DSO compressed 10–20 days.
AI enriches new inbound leads in seconds, fires personalized outreach within 90 seconds, runs a full 8-touch follow-up cadence, and books meetings without rep involvement. Responding within 5 minutes vs 30 minutes creates a 21× qualification advantage (MIT/InsideSales).
AI reads your project management tools for scope-change language, generates a change order draft with hours + fee + timeline, routes to DocuSign for client signature. Realization rate typically lifts from 78% to 91%.
Want to know which of these is the highest-leverage fix for your business?
You don't have enough pipeline. Your business is volume-constrained. The machine works — there just isn't enough fuel.
Revenue is flat. Calendar is quiet. Referrals have slowed. You haven't raised prices in two years.
You have clients — but cash doesn't reflect it. Invoices go out late. Leads aren't followed up. Money sits in receivables you can't touch.
You're busy but not profitable. Payroll is tight even in good months. You have money owed that you can't access.
Most businesses aren't failing because the market doesn't want them. They're failing because cash leaks faster than it comes in. That's the only problem Cash Flow Positive solves.
Most of these aren't tracked. Almost none are obvious. All of them are fixable.
Customers stretch payment terms while you ship on day 1. Cash arrives weeks late, payroll arrives on time.
Credit sales that never convert to cash. Each writeoff is 100% margin loss.
39% of invoices contain errors that delay or reduce payment.
Top 5 customers consume 60–80% of overdue dollars. No automated dunning.
Inbound leads decay in minutes. Most teams respond in 47 hours.
Average RFP response: 25 hours. AI cuts to under 4.
20–40% of booked calls don't show without automated reminders.
92% of reps never reach a 5th touch despite 80% of sales requiring 5+.
Reps grant ad-hoc discounts that compound across hundreds of deals.
Out-of-scope work absorbed without change orders.
Frozen price books while costs inflate. 30% under willingness-to-pay.
Industry average fell to 66.4%, optimal is 75%+.
On-time delivery fell to 73.4%, blocking milestone billing.
60% of work hours never make it onto a timesheet.
Median firm carries 47 days of unbilled work.
Customers Net 60, vendors Net 14. Working capital crushed.
17% of SMBs missed or nearly missed payroll due to late client payments.
Quarterly taxes treated as surprise expense. Penalties stack.
2–4% lost per transaction on US↔Germany B2B.
7.2% of subscribers at risk monthly. $129B industry-wide.
60–70% of annual churn happens before Day 90.
Best-in-class NRR is 110–125%. Median 96%.
53% of SaaS licenses unused. Per-employee waste $9,600/yr.
0.8–2% of disbursements are duplicates.
29% wasted cloud spend, 84% of orgs struggle with this.
No outbound system. Revenue volatility 30%+ quarter-to-quarter.
84% of CRM leads untouched after 30 days. 3-5% are in active buying window.
91% of customers willing to refer, only 11% asked.
We fix one of these for you. Free.
Short form. Five fields. Reviewed within 48 hours. No sales call required to apply.
We analyze your cash flow patterns and identify the single highest-leverage leak. Focused, specific, measurable.
We build and install an AI automation that closes your biggest gap. Capped at 10 hours. Operational within one week.
Your company is included in the printed Cash Flow Positive Report — distributed to private aviation hangars, five-star hotel lobbies, and premium medical practices across the US and Germany.
The fix is free. The report listing is free. The exchange is your story — a signed case study, testimonial, and photo/video rights. No invoice. No retainer. No obligation.
Your report listing is the beginning, not the end.
Here's exactly what happens on the call — no sales pitch, no discovery theater, no upsell pressure in the first session.
We ask five questions about your business model, revenue cycle, and biggest operational friction. In 10 minutes, we identify your top three cash leaks — specific, named, measurable.
We present three AI automations ranked by cash impact for your specific situation. You see the KPI it fixes, the formula behind it, and the estimated dollar recovery. You choose one.
We build and install the automation you selected — entirely at our cost, within 7 days. The exchange is your story: a signed case study, testimonial, and inclusion in the Cash Flow Positive Report.
"The price of the implementation is your permission to publish your results. That is the only transaction."
No credit card · No contract · 30 minutes
Each automation targets one specific KPI, installs in under a week, and produces measurable results within 30 days.
Monitors QuickBooks/Xero AR aging daily by account and invoice tier
Fires graded dunning emails + SMS + embedded Stripe pay-link at T+7/15/30/45 days
Slacks account owner at T+45 with client risk score and recommended action
→ Typical result: DSO compressed 10–20 days · $39K recovered in 30 days
Monitors form submissions, Calendly bookings, LinkedIn DMs, email inquiries
Enriches lead via Clay (LinkedIn + firmographics), fires personalized reply within 90 seconds
Auto-books call if reply contains meeting intent · notifies AE via Slack
→ Typical result: response 42 hours → 90 seconds · conversion +2–4×
Monitors Slack + Asana + email for scope-change language patterns using AI classification
Drafts change order with hours + fee + timeline impact, routes to DocuSign for client signature
Tracks approval rate and project margin impact weekly in dashboard
→ Typical result: margin +8–10 points · realization from 78% to 91%
Integrates Plaid + Gusto/QuickBooks to build rolling 13-week cash forecast
Alerts at T-10 days if cash-to-payroll ratio drops below 2× threshold
Auto-launches emergency dunning on top 10 overdue invoices at T-7 days
→ Typical result: zero missed payrolls · LoC draws reduced 80%
Triggers when CRM deal reaches "Proposal Requested" stage
Pulls Gong/Fathom transcript, generates scoped SOW + pricing via Claude API
Routes to manager Slack for one-click approval, embeds PandaDoc e-signature
→ Typical result: turnaround 3–5 days → under 4 hours · win rate +28%
Monitors login frequency, onboarding steps, activation events via Segment/Mixpanel
Fires personalized next-best-action sequence if Day-7 milestone missed
Escalates to CSM for accounts over revenue threshold with no activation by Day 14
→ Typical result: early churn 28% → 12% · cohort LTV +35%
Want to know which fix applies to your business?
This isn't a PDF or a newsletter. It's a printed publication — physically placed at:
"The companies in this report are not advertisers. They are proof. Every featured company received a documented cash flow improvement — and agreed to let us publish the results."
The companies in this report didn't pay to be here. They earned it.
$43,000 sitting in unpaid invoices. No automated follow-up. Finance checking manually every Friday.
Automated AR dunning with embedded Stripe pay-links. DSO dropped from 52 to 31 days. $43K collected in 14 days.
KPI · Days Sales OutstandingInbound leads sitting 42 hours before first contact. 30% never contacted at all.
AI enrichment + response sequence fires within 90 seconds. Lead-to-meeting conversion doubled.
KPI · Speed-to-Lead11.3% of project hours delivered but never billed. No change-order system. Founders absorbing the loss.
Automated scope detection, AI-drafted change orders, one-click DocuSign approval. Project margin recovered 8 points.
KPI · Realization RateRepresentative structures based on documented industry benchmarks. Actual client results vary by industry, business size, and operational complexity.
Cash Flow Positive fixes one leak. These two tracks are for operators who want to understand and command the full AI infrastructure of a modern business.
A full-day intensive for founders and C-suite operators who need to understand, evaluate, and deploy AI across their business — not as a technology exercise, but as a revenue and efficiency multiplier.
For businesses that have identified their cash flow gaps and need a dedicated team to build the automation infrastructure. Every build is scoped, priced, and delivered with full documentation and a handed-off system your team can operate.
All builds include optional maintenance: $500–$5,000/month.
CFP alumni receive priority access to the Pulido Sprint Package — a 30-day full build at $7,500 flat with 6 months of maintenance included. Limited to 5 spots per quarter.
Cash Flow Positive is where the fix starts. The Workshop is where the understanding deepens. Pulido Engineering is where the full system gets built. All three connect.
If you don't qualify, we tell you within 48 hours. No sales pitch. No follow-up sequence. If you do — we schedule immediately.
"A Munich-based consultancy recovered €38,000 in unbilled project work within 30 days of the scope automation going live."
"An NYC wealth management firm reduced their invoice-to-cash cycle from 52 days to 29 days in the first month."
"A US cybersecurity vendor doubled their lead-to-meeting conversion rate after the speed-to-lead system was deployed."
If the automation we install doesn't produce a measurable result within 30 days, we don't walk away. We audit, revise, and rebuild until it works. The case study and report listing don't activate until the result is real.
The build, the install, the integration — fully covered. The exchange is a signed case study and report inclusion. No invoice. No contract. No retainer requirement. The Maintenance Retainer is optional and offered once.
Before we publish anything, you review and approve the case study. You control what's included, what's attributed, and how your business is described in the report. You can request anonymization if your industry requires it.
That's it. No ongoing commitment. No upsell pressure. The Maintenance Retainer and Pulido follow-on builds are offered once. Not pushed.
"The only way to lose is to not apply."
Applications close when the quarter fills. Next review cycle opens immediately.