Automate
Remove repetitive work, fragmented processes and human bottlenecks.



I find expensive bottlenecks inside businesses and engineer the systems that remove them.
Remove repetitive work, fragmented processes and human bottlenecks.
Custom internal platforms, applications, agents, APIs and proprietary infrastructure.
Engineer paid acquisition, funnels, lead systems, follow-up and conversion infrastructure.
Find operational constraints and replace them with systems that can take the load.
Sometimes the answer is AI. Sometimes it's software. Sometimes it's advertising. Sometimes it's redesigning the entire system.
The objective isn't technology. It's leverage.
Most AI agencies connect tools.
I work across the full stack: strategy, model architecture, APIs, databases, agents, automation, frontends, backends, infrastructure, acquisition and deployment.
When an off-the-shelf tool solves the problem, I'll use it. When it doesn't, I build it.
No dependency on somebody else's template.
Business
Acquisition
Operations
Delivery
Growth
We're buried in manual work.
We need more customers.
Our software doesn't do what we need.
We know AI matters. We don't know where.
I build what shouldn't be possible. Then I prove it runs.
Phone Pro Automation
The constraint
Cell phone shops sat on a buyback opportunity they could not operate. No ads system. No follow-up. No quoting path.
The system
Paid acquisition, CRM / SaaS, and a hands-free flipping loop: lead, quote, close, cash.
The outcome
ListingRizz
The constraint
Listing agents die the moment they need auth, money and durable inventory state. Demos do not clear cash.
The system
MCP listing agent plus a Clerk / Stripe product shell writing into a real vault and storefront.
The outcome
Renovly
The constraint
A contractor SaaS dies if acquisition, product and ops are three disconnected tools.
The system
Marketing site, multi-tenant app and a separate admin on one Postgres. Live journeys. CAC in-product.
The outcome
qualify.ts
01type Lead = { id: string; source: string; score: number }02 03async function qualify(lead: Lead) {04 const context = await crm.pull(lead.id)05 const decision = await agent.decide({06 lead,07 context,08 policy: ORCHESTRATION_POLICY,09 })10 11 await crm.write(decision.actions)12 await ops.notify(decision.owner)13 return audit.seal(decision)14}
Custom means custom.
Production software
Proprietary workflows
Custom APIs
Databases
AI agents
Interfaces
Infrastructure
Deployment
You're not renting my collection of templates.

I don't come from the consulting world.
I've spent years engineering software, AI systems, automation infrastructure and businesses from the ground up.
I don't hand an implementation plan to a development department and disappear. I can architect it, build it, deploy it and improve it.
AI developer isn't my service.It's my unfair advantage.
Full-stack development
AI / agent architecture
Automation infrastructure
Paid acquisition
System design
Product development
API / data integration
Proprietary code when proprietary code is the right solution.
01
We map the business, constraint, economics and opportunity.
02
I design the system required to solve it and define the expected business impact.
03
Software, automation, AI infrastructure, acquisition systems, or a combination.
04
Measure actual performance and improve what matters.
I work with a limited number of companies where the economics justify building something meaningful.
Good fit
Probably not
The question is whether they're worth fixing.
If there's enough leverage available, we'll find it.
30 minutes. Directly with Jaryd. No junior sales team.