We build the internal systems
your business is missing.
Custom software, data pipelines, and AI automation for the businesses where off-the-shelf tools have hit a ceiling. We replace the manual work, unify the scattered data, and move the numbers that actually matter.
Software, data, and AI — framed around outcomes.
Clients don't think 'I need a data pipeline.' They think 'leads are slipping' or 'my team is wasting time.' Each thing we build solves the second problem first.
Click around. Real systems, no signup.
Each one runs live, embedded right on the site. The same code we'd ship for you — explore it before you book a call.
Concretely — here's what this looks like.
Not job titles or buzzwords. The actual systems we drop into businesses to make a measurable difference.
Auto-follow-up with leads via SMS and AI
An assistant that texts every inbound lead within seconds, qualifies them, and books the next step on the right calendar.
Turn permit and property data into sales opportunities
Pull DOB, ACRIS, and PLUTO records on a schedule, enrich them with owner data, and rank by your buy box every morning.
Route inbound deals to the right internal team
Score every submission as it arrives, then route it to the lender, underwriter, or rep best positioned to close it.
Replace manual spreadsheets with a live system
Move the spreadsheets your ops actually run on into a real internal tool, with audit trails and role-based access from day one.
Match deals to lenders by appetite
Encode each lender's appetite once. Every new submission gets routed to the right targets automatically.
AI voice and text agents for daily operations
Voice and SMS agents that handle the conversations your staff has 50 times a day — and escalate when it actually matters.
Live operator dashboards that mean something
One dashboard for owners, one for ops, one for sales — all fed from the same canonical data and updated continuously.
Parse and extract data from messy documents
Bank statements, applications, contracts, invoices — turned into structured records your systems can actually act on.
Real systems, in production.
Each one solved a specific problem for a specific operator. Names anonymized; the work is real.
Niche depth — not surface-level.
Most dev shops avoid niches. We have them. Each industry below has its own internal vocabulary, workflows, and data — and we've built inside it.
How we actually work.
Break down how your business actually runs today
Including the messy parts, workarounds, and manual steps. The real ones — not the org-chart version.
Map the data and bottlenecks
Where does information live, who owns it, where does it stop moving, and what slips when it stops?
Build the first working version
Not a slide deck. Real software, in your hands, doing one valuable thing end-to-end.
Automate the repetitive parts
Once the core works, automate the steps your team is still doing by hand. Humans stay in the loop where it counts.
Improve with reporting, AI, and monitoring
Live dashboards, alerts, and AI layered on top of a foundation that holds. Iteration, not redo's.
- 01Step 01
Break down how your business actually runs today
Including the messy parts, workarounds, and manual steps. The real ones — not the org-chart version.
- 02Step 02
Map the data and bottlenecks
Where does information live, who owns it, where does it stop moving, and what slips when it stops?
- 03Step 03
Build the first working version
Not a slide deck. Real software, in your hands, doing one valuable thing end-to-end.
- 04Step 04
Automate the repetitive parts
Once the core works, automate the steps your team is still doing by hand. Humans stay in the loop where it counts.
- 05Step 05
Improve with reporting, AI, and monitoring
Live dashboards, alerts, and AI layered on top of a foundation that holds. Iteration, not redo's.
Two filters worth being clear about.
- Operator + builder, not just a coder
We've run real businesses, built internal systems for our own ops, and lived with the workflows. Code is the easy part.
- We understand revenue, not just features
We don't ship a system because it's interesting. We ship because it makes the business measurably better.
- Niche depth in finance, real estate, and ops
We've already built in the spaces most agencies decline — less ramp-up, fewer wrong turns, faster signal.
- Built to last, not to demo
Logging, monitoring, retries, audit trails, role-based access — the boring infrastructure that keeps systems alive in production.
- Not a fit if you're looking for a basic marketing website.
- Not the cheapest option, and we don't try to be.
- We don't take on work that off-the-shelf SaaS already solves.
- We don't ship throwaway prototypes that can't go to production.
If you can solve it with a Squarespace template or a $30/mo SaaS — go do that. Save your budget for problems that actually need us.
What we typically ship — at a glance.
Four stages, end-to-end. Most engagements pull from each one, with the depth set by where the leverage actually is.
- Public records (DOB · ACRIS · PLUTO · UCC)
- Banks · 3rd-party APIs · CRMs
- Internal data and operator workflows
- Scrape · enrich · clean · de-dupe
- Daily refresh, change-detected
- Stream and batch processing
- Score and route by appetite or buy box
- AI agents in the loop, escalation built-in
- Stacking, distress, and signal detection
- Operator and owner dashboards
- Alerts to CRM, SMS, Slack, email
- APIs and automations into your stack
Tell us what's broken.
We'll tell you what to build.
A 30-minute call. No pitch deck. We map the workflow you're trying to fix and tell you straight whether we're the right team for it.