Houston businesses don't need another generic AI pitch. AI lead qualification only earns its keep when it's built around the workflow you actually run on a wet Tuesday, and that's how we scope every engagement we take on in Texas.
AI lead qualification that lives in your stack, not on a vendor's roadmap. Shipped from Texas.
Our goal is to give Houston businesses a three-day weekend, so people can spend more time with their families and the people they love :)
What AI lead qualification actually does
Every form-fill, every missed call, every Instagram DM - scored, enriched, and routed within minutes. Your team only sees leads that match your ideal customer.
- 01 Auto-enriches with NZBN, company size, and history
- 02 Scores using your past won/lost deals as training data
- 03 Hot leads get SMS-routed to the right rep instantly
- 04 Cold leads enter nurture, not the bin
Built on: Claude HubSpot NZBN API Twilio Vercel
Without Kiwi Dynamics
With Kiwi Dynamics
What you actually get
Every engagement is scoped and quoted up front. This is what is in the box.
- A working pilot, in productionNot a prototype on someone's laptop. The first slice of AI lead qualification runs against real work within weeks.
- Your data stays yoursIt runs on your accounts and your tools. If we part ways you keep the system and everything in it.
- The workflow mapped before codeWe write down what good looks like for Houston businesses first, so nobody is guessing at handover.
- Support after it landsThe people who built it stay reachable when the business changes shape around it.
How AI lead qualification compares
The two things most businesses do instead, and where each one runs out.
| Hiring for it | An off-the-shelf tool | Kiwi Dynamics | |
|---|---|---|---|
| Fit to how you work | Fits perfectly, costs a salary | You bend your process to suit the tool | Built around the workflow you already run |
| Time to something useful | Immediate, and permanent | Quick to switch on, slow to make fit | A working slice in weeks, then hardened |
| Who owns the data | You do | The vendor, on the vendor's terms | You do, in your own accounts |
| When it breaks | That person sorts it, if they are in | A support queue and a ticket number | The people who built it |
| What it costs | A salary, every year, forever | Per seat, forever, used or not | Scoped and quoted up front |
What we keep seeing in Houston.
- Houston runs on energy, petrochemicals and one of the country's biggest medical centres - AI here means handling compliance-heavy, high-stakes work without cutting corners.
- The energy capital of the US, a huge petrochemical complex along the Ship Channel, and the Texas Medical Center, one of the largest hospital systems in the world. Houston businesses want AI that's rigorous first, fast second.
We work with teams across Houston: Downtown · The Woodlands · Sugar Land · Katy · Energy Corridor · Midtown.
Talk to us about this →
How we build AI lead qualification for a Houston team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Houston business, so value lands before the build is finished. AI scores your leads.
Talk to usHow the work runs
- Find the one workflowWe look for the job costing Houston businesses the most hours or the most leads, and deliberately ignore the rest for now.
- Ship a working sliceA narrow version goes into production in weeks, against real work, so the value shows up before the build is finished.
- Prove it, then widenWe measure it against what the work cost before. If it does not pay for itself, we say so rather than scaling it.
- Harden and hand overLogging, fallbacks and a real handover, so it keeps running when we are not in the room.
The outcome for Houston teams
Sales reps spend 70% less time on dead-end conversations. For Houston teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
Not your typical AI agency.
Honest about what AI can and cannot do
Ships the one workflow that pays for itself
Hours given back, never the size of the invoice
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
FAQ
What's the realistic timeline for AI lead qualification with a Houston?
Most Houston businesses have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational - your team gets to use the thing well before the engagement is "done".
Is AI lead qualification worth it for a smaller Houston?
Often, yes - and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.
Has this actually shipped for a real Houston?
Yes. Sales reps spend 70% less time on dead-end conversations. We'll share comparable engagements on the call.
What happens if we want to swap a vendor out later?
AI lead qualification is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Claude, HubSpot, NZBN API, Twilio, Vercel are our defaults, but the build is intentionally portable.
Twenty minutes, your call.
You describe what's broken. We'll tell you what we'd actually do about it.
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.