Next.js SaaS Starter
Oct 2025
Subscription SaaS starter: Next.js 15, Better Auth, Stripe, shadcn/ui.
We build AI systems that eliminate expensive manual work.
We automate high-value workflows, deploy AI agents, and ship software that turns repetitive work into systems that run themselves.
Bring one process. We scope it or rule it out in 30 minutes.
- Automate work:Replace repetitive manual processes with systems.
- Build agents:Agents that research, reason, and do multi-step work.
- Ship software:Apps and integrations that make AI useful in-house.
Most businesses don't need more AI. They need less manual work.
The opportunity is usually hiding inside the work your team repeats every day. We find it, redesign it, and build systems that do more of it automatically.
AI takes over appropriate repetitive work so people do higher-value work.
What should we automate?
Start with the work your people shouldn't have to do.
- Lead qualification
- Research and analysis
- Reporting
- Data processing
- CRM workflows
- Customer support
- Document processing
- Cross-system workflows
Start with business value.
Every AI system should have a reason to exist. We focus on measurable improvements in time, cost, capacity, and quality.
- Time
- Reduce hours spent on repetitive work.
- Cost
- Reduce expensive manual operating effort.
- Capacity
- Give teams room for higher-value work.
- Quality
- Make important processes consistent and measurable.
Every system is measured on time, cost, capacity, and quality.
AI systems built around your business.
Not technology for its own sake. Systems that solve the business problem.
01
AI agents
Agents that research, reason, make decisions, and do multi-step tasks.
LLMs, tools, memory, retrieval, APIs, orchestration
02
Workflow automation
Connect systems and automate repetitive business processes.
n8n, APIs, webhooks, databases, scheduled runs
03
AI integration
Put AI into the systems your business already uses.
CRM, support, content, knowledge, analytics
04
Custom AI software
Focused apps for when existing tools are not enough.
Internal tools, RAG, AI interfaces, custom APIs
We don't stop at strategy.
We identify the opportunity, design the system, build it, and put it into operation.
Think
Find the highest-value opportunity.
Build
Create the actual AI system.
Improve
Measure it and make it useful in the real business.
Built, not theorized
Real AI applications, automation systems, and infrastructure. Browse all projects.
How we earn trust.
No borrowed logos. No invented numbers. We show the work.
Enterprise engineering
Years shipping production systems for large organizations.
Systems in operation
AI agents, automations, and apps running real work.
Documented in public
Build notes, projects, and tools you can inspect today.
From opportunity to working system.
You always know what happens next. One workflow at a time, with a handoff you can run without us.
01
Find
Identify a high-value workflow worth improving.
02
Design
Define the process, architecture, and success metrics.
03
Build
Ship the AI system into the real operating environment.
04
Improve
Measure time, cost, quality, and business impact.
Built for businesses with real work to automate.
If your team spends significant time moving information, researching, reporting, qualifying, documenting, creating, or coordinating work across systems, there is probably an opportunity to automate part of it.
Tools we've built
Ready-made AI tools, workflows, and systems for teams that want to move faster. Visit the shop.
Practical thinking about AI
Ideas on AI systems, automation, agents, and building AI into real businesses. Read the blog.
Bring us one workflow.
If a process in your business is expensive, repetitive, or hard to scale, let's determine whether AI can take it over.
Bring one process. We help determine whether it is worth automating, what the system could look like, and what it would take to build.
