Free the back office before you hire another admin
AI Automation at $3,000 a month. One senior engineer, OpenAI and Claude wired into your real tools. One client cut 40 hours a month of manual document work.
Who this is for
Bootstrapped operator running a $500K-$3M revenue business with 2-10 people.
The pain today
- The back office is the bottleneck, not the product.
- Every new admin hire takes 3 months to ramp and costs $60,000 a year.
- Zapier flows break on the day they matter most.
- Every AI pitch from a vendor costs $500-$2,000 a month in overlapping tools.
The outcome you get
- Three automations live inside 60 days, returning 20+ hours a week.
- One integrated stack instead of 5 overlapping no-code tools.
- Vendor-neutral engineering (I do not resell AI).
- Cancel anytime if the retainer does not pay itself back.
Bootstrap AI ROI math
The retainer is $3,000 a month. Bootstrapped businesses typically save 20-40 hours a week across 2-3 automations. At a blended cost of $30-$50 per hour for the ops time being freed, the retainer returns $2,500-$8,000 a month in recovered capacity from automation one alone. Add another automation in month two and the math compounds. I track hours saved monthly and report it. If the retainer does not pay itself back, you cancel. That is the model.
The first automation that pays for the retainer
The first automation for a bootstrapped business is almost always one of three: quote-to-invoice automation, customer intake and onboarding, or inbox triage with draft responses. All three pay back the retainer inside the first month. I pick based on which workflow eats the most hours this week. The founder hands me one week of time logs, I read them, and we agree on the first target inside a kickoff call. First automation live inside 2-3 weeks.
Data privacy concerns
Bootstrapped founders worry about sending customer data to AI vendors. The worry is valid. I configure every automation with explicit data boundaries: what goes to the model, what stays on-premise, what gets redacted. For sensitive data (health, legal, financial) I use self-hosted Llama or Azure OpenAI with a signed data agreement. For commodity data (email subject lines, calendar entries) hosted Claude or OpenAI with careful prompting is fine. The trade-off is explicit, documented, and the founder signs off.
Vendor neutrality
I am not an AI reseller. I do not have affiliate deals with OpenAI, Anthropic, or any AI vendor. When I pick Claude over GPT or vice versa for a specific workflow, it is because the model fits the task. When I recommend against a trendy vendor the founder saw on LinkedIn, it is because their tool does not integrate cleanly. This neutrality is the whole reason the retainer model works: the founder pays me, I work for the founder, no hidden incentives.
Recent proof
A comparable engagement, delivered and documented.
A prompt library that works with every AI tool
A home for your best AI prompts. Save them once, then use them in Claude, Cursor, or any AI tool you work with. No more copy-paste.
Frequently asked questions
The questions prospects ask before they book.
- Can I pause the retainer after the first automation ships?
- Yes. Many bootstrapped clients run the retainer for 2-3 months to ship a core batch, pause, and come back 6 months later for the next round.
- How much technical knowledge do I need?
- None. Most bootstrapped clients are non-technical operators. I handle all the engineering and explain trade-offs in plain language.
- Can you work with QuickBooks, Xero, or my CRM?
- Yes. Most bootstrapped businesses live on HubSpot, Pipedrive, QuickBooks, Xero, or similar. All have APIs I integrate with.
- What if the AI model makes a mistake on a real task?
- I design every automation in three phases: shadow (AI runs, human decides), assist (AI drafts, human approves), automation (AI decides, human audits samples). Errors surface in shadow and assist phases before anything real happens.
- Can you train my team to maintain the automations?
- Yes. Every automation comes with documentation and a simple dashboard. Team training is included in the retainer.
Ready to start?
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