20+ years of production engineering, now focused on automation & AI code rescue

Your tasks should go to AI. Not the other way around.

Either you're doing work a machine should handle, or AI built something you can't maintain. We fix both.

The Invisible Tax
15 hrs
wasted per week
$620
lost every week
$32K
per year, recoverable

Typical example for a 10-person service business at $40/hr avg. staff cost

Who We Help

Two problems. One solution.

You either hit the ceiling before AI, or you hit it because of AI. Either way, we get you past it.

The Spreadsheet Ceiling

Your business grew, but your systems didn't. You're hiring more admin staff to handle work that a machine could do in seconds. Invoices go out late. Reports take all day. Your best people spend half their time on copy-paste.

This is you if:

You run an accounting firm, law office, clinic, or trades company
You know there's "AI stuff" but don't know where to start
Your team's time costs more than the automation would

"It's Friday 4pm. You're still matching bank statements to invoices instead of leaving for your kid's game."

— Sound familiar?

The Vibe Code Cliff

You built something amazing with Cursor, Bolt, or ChatGPT. It worked. Users showed up. And then it broke — and you have no idea how to fix it. The AI that built it can't debug it. You're stuck between a working product and a ticking time bomb.

This is you if:

You shipped an app/site with AI tools but can't maintain it
Bugs are piling up and you don't know what the code does
You need a real developer who understands AI-generated code

"I built my SaaS in a weekend with Cursor. Three months later, users are churning because of bugs I can't fix."

— A common story in indie builder communities

Same root cause: the tasks aren't flowing to AI properly — either they're not getting there at all, or they got there without a plan.

The Real Cost

You're paying for this problem whether you fix it or not.

The money isn't disappearing in one big expense. It's leaking out in 15-minute increments, every day, across your whole team.

The Invisible Tax

What manual work could cost a 10-person company (example scenario)

Data entry & copy-paste
3 staff × 5 hrs/week
$31,200/yr
Manual email follow-ups
2 staff × 3 hrs/week
$12,480/yr
Report generation
1 staff × 8 hrs/month
$3,840/yr
Invoice chasing
1 staff × 4 hrs/week
$8,320/yr
Total invisible tax
$55,840/yr
and it compounds every hire

The Vibe Code Debt

What not fixing your AI-built project actually costs

Customer churn from bugs
Users leave when things break repeatedly
Ongoing
Your time firefighting
10+ hrs/week on bugs, not growth
Priceless
Security vulnerabilities
AI-gen code often skips auth/validation
?????
Features you can't ship
Afraid to touch the codebase
Stalled
Real risk
Your entire product
one bad deploy away

How It Works

Three steps. No mystery.

Same process whether you need automation or code rescue. We diagnose first, fix second, stay as long as you need.

1

Diagnose

We audit your operations or codebase. We identify the biggest problems, estimate what they're costing you, and give you a clear plan.

1-2 weeks · $750 flat
2

Fix

We build the automations or fix the code. You get weekly updates with exactly what we did, what it cost, and what's next. No black boxes.

2-6 weeks · Project-priced
3

Maintain

Things break, businesses change, new needs appear. We keep everything running and add improvements as you grow. Cancel anytime.

Ongoing · From $2K/mo

Why TaskTo.AI

We bridge the AI gap.

AI can help anyone start something. It can't help most people finish it, scale it, or keep it running. That gap is where projects die and businesses stall.

We're senior engineers who've spent 20+ years building production systems — and we've been deep in AI-assisted development since the tools first emerged. We know what AI-generated code gets wrong because we work with it daily.

Not just AI — production-grade engineering
20+ years of shipping real systems means knowing what "working" actually looks like.
Full transparency, always
You'll see every hour, every decision, every dollar. Weekly updates, no surprises.
AI as a force multiplier, not a shortcut
Speed comes from experience and smart tooling, not from cutting corners.

Why Trust Us

We're new to this brand.
Not to this work.

TaskTo.AI is a new venture, and we won't pretend otherwise. But the experience behind it isn't new at all.

What we bring to the table

20+
Years building production systems
From startups to enterprise. Systems that handle real traffic, real money, real users.
Deep AI-assisted development expertise
Not just prompting — context engineering, code review, and knowing when AI output is wrong.
Full-stack, production-grade skills
TypeScript, Python, React, Node.js, databases, infrastructure, security. The whole stack.

Our promise (the honest version)

We'll tell you if we can't help. If your problem isn't something we can fix, we'll say so on the first call. No wasted money.

The diagnosis stands on its own. Even if you never hire us again, the report is yours. Use it to fix things yourself or hire someone else.

You'll know what you're paying for. Weekly reports showing every hour, every decision, every outcome. No black boxes.

We're building our reputation right now. That means our first clients get disproportionate attention. We have more to prove and nothing to coast on.

Launch Offer

First 5 clients get their diagnosis for free.

We're building case studies. You get a full operations or code audit at no cost. In return, if we deliver results, we ask to share your story (anonymized if you prefer).

Pricing

Start with the diagnosis.

Every engagement starts the same way: we find out exactly what's broken and what it's costing you. Then you decide.

Step 1
$750
one-time

Diagnosis

Full audit of your operations or codebase. You get a report with the key problems, what they cost, and a clear plan to fix them.

  • Workflow or code audit
  • Prioritized fix roadmap
  • Cost-vs-benefit estimates
  • No commitment to continue
Start Here
Recommended
Step 2
Custom
project-priced

Fix & Build

We execute the roadmap from the diagnosis. Fixed price per project, weekly updates, no surprises.

  • Everything in Diagnosis
  • Automations or code fixes
  • Tool integrations
  • Team training & handoff
Get a Quote
Step 3
$2K / month
starting at

Keep It Running

We monitor, optimize, and add new automations or features as your business evolves. Cancel anytime.

  • Monitoring & maintenance
  • Performance optimization
  • Monthly improvements
  • Priority support
Learn More

Questions you're probably asking.

How is a diagnosis different from a free consultation?
A free consultation tells you what we could do. A diagnosis tells you exactly what's broken, what it costs, and how to fix it — with specific numbers. You can take the diagnosis report and implement it yourself if you want. It's designed to be valuable even if you never hire us.
Can you actually fix code that AI wrote?
Yes. AI-generated code has predictable failure patterns: missing error handling, insecure auth, N+1 queries, no tests, fragile state management. We work with AI-generated code daily in our own engineering practice and know exactly where it breaks down. We don't rewrite from scratch unless necessary — we stabilize what works and replace what doesn't.
I'm not a tech company. Can you still help?
Absolutely — that's who we built this for. We're targeting accounting firms, law offices, property managers, clinics, and trades companies. You don't need to understand technology — you just need to know where the bottlenecks are, and we'll handle the rest.
What if the diagnosis shows nothing worth fixing?
Then you just saved yourself from spending thousands on fixes you didn't need. The diagnosis fee covers our time regardless of outcome. That said, in 20+ years of working with businesses and codebases, we've never seen an operation with nothing to improve. The waste is always there — most people just can't see it from the inside.
How many clients do you take on?
We're a small, senior team — not an agency. We intentionally keep our client list small so we can give each project the attention it deserves. If we're at capacity, we'll tell you upfront and give you an honest timeline.

Now accepting new clients

Let's get your tasks going the right way.

15-minute call. No pitch, no pressure. Tell us what's eating your time or what's breaking in your codebase. If we can help, we'll explain how. If we can't, we'll say so.

Or email us directly: hello@taskto.ai