Custom AI systemsfor real company workflows.
We do not sell an off-the-shelf product.
We scope, build, and adapt each system to your company's tools, processes, and goals.
Core AI Workflows
What we usually build
Custom implementations for the workflows most companies want to improve first. We adapt the system to your existing process instead of asking you to fit into a generic product.
Good fit when
Best when you want proven workflow automation, but still need it adapted to your stack and rules.
What we scope and build
- Customer support, intake, and FAQ handling
- Scheduling, qualification, and coordination workflows
- Internal operations across email, CRM, Slack, Notion, and similar tools
- Knowledge, guardrails, and logic tailored to how your team already works
Custom / Niche AI Systems
For unusual or high-complexity work
Bespoke AI features for companies with unusual requirements, complex orchestration, or domain-specific processes. This is where we build around edge cases that off-the-shelf tools do not cover.
Good fit when
Best when the work is unusual, highly specific, or too custom for a normal software package to handle cleanly.
What we scope and build
- Niche AI features built for a specific company purpose
- Advanced integrations, orchestration, and company-specific decision logic
- Security-sensitive, regulated, or high-context operational workflows
- Custom interfaces, approval flows, and unusual system constraints
How the work is scoped and delivered
A simple process with clear scope before we build anything.
Discovery
We learn how your workflow currently works, where it breaks, and what your team actually needs.
Proposal
We define scope, approach, timeline, and a custom quote based on the work involved.
Custom Build
We build the system around your tools, rules, and company-specific process instead of forcing a template.
Go Live
We test, integrate, and roll out the workflow in a way your team can actually use in production.
Ongoing Iteration
After launch, ongoing support is the usual next step: hosting, monitoring, updates, and new improvements as the workflow evolves.
What the work usually includes
We usually scope the work in two phases: the initial custom build and the ongoing support that follows once the system is live.
Initial Custom Build
The first scoped implementation
- Workflow Mapping
Understanding the exact steps, decisions, and exceptions in your current process.
- Custom Logic & Integrations
Connecting your existing tools and building the rules that match how your company actually operates.
- Knowledge & Guardrails
Preparing the content, context, and boundaries the system needs to behave correctly.
- Production Delivery
Testing the workflow with your team and shipping something that can be used in production.
Ongoing Support Once Live
The usual next step once the system is live
- Hosting & Runtime
Keeping the live system available, secure, and connected to the services it depends on.
- Monitoring & Fixes
Watching how the workflow performs, catching issues, and correcting failures after launch.
- Updates & Maintenance
Adjusting integrations, prompts, logic, and infrastructure as tools and requirements change.
- Iteration
Adding refinements and new improvements as your team learns what the system should do next.
Common Questions
The practical details behind the way we scope the work.
Tell us what you need built
Share the workflow you want to improve, the tools you already use, and any unusual requirements. We'll scope the right approach with you.