Your AI is only as useful as the data it can reach.
Your team already has ChatGPT, Claude, or Copilot. But it can’t actually see what’s happening in your business — the orders, the ad spend, the support tickets, the subscriptions.
We connect your apps, pull the data into one clean place, and make it usable.
No warehouse rebuild. No nine-month project.
No prep · no slides 30-min working session Walk away with a clear plan
Not ready to talk? Get a priority map by email →
AI is the car. Your data pipelines are the roads.
A brand-new car is useless if it can only drive on a handful of pre-paved highways. That's what off-the-shelf AI gives you: twenty supported connectors, maybe thirty — and nothing for the system of record that actually runs your business.
A pipeline is the road network. We lay the roads from your apps, your databases, your spreadsheets, your internal tools — into one place you own. Now the car can actually go somewhere. And you're not at the mercy of whether ChatGPT or Claude decides to support your stack next quarter.
The car with a tiny highway.
Whatever's in the vendor's connector list, and nothing else. Your business lives somewhere off the map.
The car with actual roads — to everywhere you do business.
CRM, orders, tickets, ads, billing, your internal DB, that one spreadsheet. All reachable. All owned by you.
Shopify, Klaviyo, Meta, Stripe, NetSuite, and Gorgias into one foundation — feeding daily ops reports and AI assistants that finally know the orders, the spend, and the support volume.
MLS feeds, brokerage CRMs, transaction management, and finance into a single AI assistant for portfolio queries, deal-stage reporting, and agent performance.
EHR exports, scheduling, and billing into one operational view for a multi-site clinic — same numbers across every location, no more reconciling spreadsheets.
Legacy databases, SFTP drops, and bespoke internal APIs translated into a clean data layer your AI and reports can both read — without rewriting the underlying systems.
The problem isn't AI. It's that your AI can't see your business.
Your business runs across a dozen apps. Orders in one place, ads in another, support somewhere else, finance on its own island. AI can't help answer the questions that matter because nobody has connected the dots.
A tangle of apps. No one in charge.
Every app has a slice of the truth. Nothing talks to anything. Your AI is guessing, your team is exporting CSVs, and meetings turn into debates about whose number is right.
One clean foundation. Every tool works from it.
Your apps flow into one organized place. Your AI sees the whole business. Reports match. Automations run on real data. Your team stops arguing about which dashboard to trust.
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01
Generic AI answers
It sounds smart. It's guessing. Because it can't see your business.
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02
The human spreadsheet
Someone on your team exports, copies, pastes, vlookups. Every week. They're tired.
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03
Numbers don't match
Four dashboards, four versions of yesterday's revenue. Meetings turn into debates.
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Slack-thread sprawl
Finance asks ops, ops asks growth, growth asks the analyst — who's on PTO.
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Trust gap
AI makes up numbers. Your team stops using it. You're paying for licenses nobody opens.
The gap nobody's filling: Copilot, ChatGPT Enterprise, Claude for Work — they're built for your documents and chats. None of them plug into the apps that actually run your business. That's the gap. That's what we build.
One fixed package. Crystal-clear.
No "it depends." No discovery retainer. Here's exactly what you get, what it costs, and what it runs on. Keep scrolling for the details, the timeline, and the FAQ.
Your operational data, connected and ready for AI.
Your systems of record, pulled together into one clean, production-grade data foundation in your own AWS account. You own all of it.
Most engagements land between $15K and $30K depending on stack complexity, number of sources, and reporting depth. We give you a fixed quote after the walkthrough — no creep, no "it depends."
- 10 data sources connected — your CRM, billing, support, ads, ops tools, finance
- 5 reports & dashboards built to your priority questions
- 1 production-grade workflow — AI assistant, finance/ops automation, or weekly leadership report (your call)
- Source code, schemas, and docs in a Git repo you control
- Your AWS account. No vendor cloud, no SaaS dashboard. You own the storage, credentials, and access.
- Best-in-class data stack — the same tooling serious data teams use, AI-ready out of the box (Claude, ChatGPT, Copilot, or your own model).
- 30 days of support included — we stay on until it's humming.
- Optional $2,500/mo retainer if you want us keeping pace with new sources, reports, and broken-API fixes (most clients add this).
Whatever runs your business — we connect it.
Every business has its own operational stack. Here's a cross-section: CRMs, billing, support, ads, ops tools, finance. If your system has an API or a database, we can connect it. If we haven't seen yours, we'll build a custom connection in a week or two.
Your pipeline — every deal, every contact, every stage, every touchpoint that got them there.
What actually hit your bank. Invoices, payments, MRR, failed charges, refunds — the finance ground-truth.
What you're spending to acquire customers, by campaign, by day — and which ones actually paid off.
Every ticket and conversation — what it was about, how fast you solved it, what's trending this week.
What your team is working on, what's on time, what's slipping, where the bottlenecks actually are.
Usage, feature adoption, who's active, who's quiet, which accounts are showing churn signals.
Your ERP. Real margins, real close numbers, real cash position — what the CFO cares about.
For commerce and operational businesses — orders, inventory, fulfillment, supply chain, the physical side.
If it has an API, we can probably connect to it.
The logos above aren’t the whole list — pretty much every modern business tool has an API, and we’ve built custom connectors across nearly every category. If we haven’t seen your app, give us a week or two. Older systems usually have a path too: database exports, webhooks, SFTP drops, or a thin wrapper we write for you.
Connect your apps. Pull the data together. Make it usable.
No giant rebuild. No nine-month project. A focused four-to-six week engagement with visible progress every single week.
We listen
What questions are you tired of asking? What numbers take a week to get? We work backwards from there.
We connect
Real, reliable connections to the apps that run your business. No screenshots, no scraping, no one exporting CSVs.
We organize
Your data, cleaned up, in one place. Everyone working from the same definitions. No more "which number is right?"
We activate
Wire it into your AI, reporting and automations. Plus ship two or three real workflows you can use on day one.
Once your data's in one place, you can finally get real answers.
These are real questions we hear every week from business owners. Once the plumbing is there, any of them takes seconds instead of days.
A week in your business, both ways.
The same questions come up every week. Here's what they look like without a data foundation — and with one.
Most businesses we talk to are one week of setup away from the right side.
Practical, usable, yours. Nothing fancy for fancy's sake.
Here's exactly what you walk away with after a four-to-six week engagement. No surprises.
A priority map of your stack
The apps and data worth tackling first, ranked by impact and effort. You approve it before we build anything.
Working connections to your apps
Live, reliable links to the systems that matter. Automatic. Monitored. No one on your team is copy-pasting anything.
Your data, in one place
Raw data kept safe, cleaned-up data ready to use. You own it. You can query it. Your team can trust it.
Agreed-upon definitions
What counts as a "new customer"? An "active subscription"? We lock it down so every team uses the same numbers.
Alerts when something breaks
You know before your team does if a source is down or data is going stale. No silent failures, no Monday surprises.
Plain-English documentation
What's connected, what the numbers mean, what the gaps are. Written for humans.
Two or three real workflows, shipped
A weekly leadership report. An AI assistant wired to your data. A finance automation. Your call — but you're seeing value before we're done.
A plan for what's next
Optional retainer: more apps, more use cases, more automations. Your foundation keeps paying off as you grow.
Four to six weeks, with real progress every week.
No black box. No giant discovery doc. You see working data and real results inside the first two weeks — and check in with us every step.
Most businesses are on rung two. This gets you to rung four.
Here's the honest ladder of data maturity. Your AI's ceiling is set by which rung you're on.
The spreadsheet era
Every number lives in an export. Nothing's connected. Monthly reports take a week.
Dashboards per tool
Shopify dashboard, Meta dashboard, Klaviyo dashboard. They don't agree. AI is decoration.
Reporting tool patched on top
You bought Looker or similar. Some numbers match. Brittle. One person understands it.
A real data foundation
One clean source of truth. AI, reports, and automations all work from it. New questions get answered in minutes.
Predictive & proactive
Your data doesn't just answer — it warns. Churn, inventory, spend, staffing. Decisions before problems.
Built for business owners who know AI matters — but know their data is a mess.
This is for you if...
- Your business runs on a growing pile of SaaS apps.
- You're doing real volume — real orders, real customers, real revenue.
- You want AI that actually knows your business, not the internet.
- Your team is tired of copy-paste work and arguing about whose number is right.
- You want a practical start — not a nine-month rebuild before anything's useful.
This probably isn't for you if...
- You just want a chatbot glued onto your FAQ page.
- Your key tools have no exports or integrations at all.
- You're pre-revenue and aren't sure what data you'll need yet.
- You want everything modeled perfectly before showing anyone a result.
Everyone bought AI. Almost nobody's fed it real data yet.
Your competitors bought the same tools you did. Whoever gets their data in order first wins.
The businesses that connect their data now get way more value from the AI they already pay for. They make decisions faster. They run a tighter operation. And they keep pulling ahead as they add more apps to the same foundation.
This window closes over the next eighteen months. Everyone figures it out eventually. But the ones who start now have a compounding lead — every app connected makes the next one faster, every clean number makes the next answer sharper.
This isn't fake urgency. It's just math. The earlier you start, the bigger the lead.
The person you'd actually be working with. Just one.
No sales rep, no junior implementer, no offshore handoff. You email me, you get me on the call, you work with me end-to-end.
For the last decade I've built data infrastructure for businesses that can't afford for it to break — Fortune 500 financial services, top-growth ecom, healthcare, and real-estate operators. I've shipped 100+ production systems and the pipelines I've designed move tens of millions of dollars in transactions every month. Pipelines for AI is where I take that same pattern — same rigor, same boring reliability — and adapt it for businesses that don't have a 50-person data team.
I also publish what I'm building — 3,000+ on the automation tips email list and 3,000+ YouTube subscribers watching the builds in public.
Build for failure. Documentation is part of the deliverable. Real systems teach real lessons. If you'd rather work with someone who's done this in production than someone selling a course about it, that's the bet I'm asking you to make.
The questions buyers email us — before they book.
Short answers to the things people stall on. If yours isn't here, just ask on the call.
Where does our data actually live?
In your own AWS account, in a region you choose. We never copy your data into a vendor cloud, a SaaS dashboard, or our infrastructure. You own the storage, the warehouse, the credentials, and the access controls. We deploy into your account and hand you the keys.
Who owns the code and infrastructure when the engagement ends?
You do. Every line of code, every Terraform/IaC config, every credential, every connector — yours, in a repo you control. We don't keep proprietary "secret sauce" you can't see. If we got hit by a bus tomorrow, your foundation keeps running and any competent data engineer can take it over.
What if you get hit by a bus?
Three things protect you. One: we use standard, widely-supported tooling — not bespoke frameworks only we understand. Two: you own all the source and infra (see above). Three: documentation is part of the deliverable, written for humans, so a new engineer or your in-house team can pick it up cold.
What does data security actually look like?
Encryption in transit and at rest by default. IAM-scoped credentials per source, rotated and logged. No third-party SaaS in the data path — credentials live in your secrets manager, not ours. We can also wire up your existing SSO, VPC peering, or private endpoints if your security team requires them.
Do you handle compliance — HIPAA, SOC 2, GDPR, etc.?
Because everything runs in your AWS account, your existing compliance posture extends to the data foundation. We'll architect to your control set — encryption, access logs, data residency, audit trails — and produce documentation your auditors can read. We've shipped under HIPAA-aligned and SOC 2 environments before. We're not the auditor, but we know how to build for one.
What if our key tool isn't on your supported list?
If it has an API, a database, a webhook, or even an SFTP drop — we can connect to it. If it's a true legacy system with none of those, we'll write a thin wrapper. Custom connectors typically take a week or two and are baked into the engagement.
Can we cancel partway through?
Yes. Standard terms: a 50% deposit kicks off the engagement, the balance is due at handoff. If you cancel after week 2, you keep everything we've shipped to that point — the connectors, the schemas, the docs — and we settle for time spent. If we miss our priority-systems promise (see the offer), the deposit is fully refunded.
How long until we actually see value?
Working data flowing into the foundation typically by end of week 2. First production-grade report or AI-grounding workflow live by end of week 4. Most clients pull at least one manual spreadsheet job out of someone's week before we're even done.
Let's figure out where to start.
Book a 30-minute walkthrough. We'll look at your current stack together, figure out where AI is getting stuck, and map out which apps are worth connecting first. You'll leave with a clear plan — whether or not you work with us.
A practical walkthrough of the stack you already have.
Bring the apps, sheets, dashboards, and manual handoffs that are slowing things down. We'll map the shortest path to a useful AI interface without turning the whole business into a rebuild.
Where data starts, where it stalls, and who fixes it by hand.
The fastest connection that makes AI useful instead of noisy.
Build sequence, rough scope, and what can wait.
Tell us what apps you use and we'll send back a priority map within 48 hours. No call required.