WE INSTALL SYSTEMS. NOT HEADCOUNT.
Most software agencies rent you people. We install the system and infrastructure that helps serious businesses turn their industry expertise and messy operations into production-ready software using AI quickly.
Discuss your setup directly with our founders.
How can we help
Building a New Product?
Lock in your architecture and ship a production-ready backend in weeks, not months. No fragile prototypes. No agency lock-in.
Optimizing an Established Firm?
Capture senior expertise and systematize workflows before that knowledge walks out the door. Protect your margins.
THE PATTERNS WE SEE EVERY DAY
The Fragile MVP
You hired an agency to build fast, but they build cheap. The prototype collapses the moment real customers hit production.
Tribal Knowledge
20% of your core business logic and competive moat lives only in the heads of senior staff. When they leave, the capability leaves with them.
The Staffing Trap
Generic dev shops sell you “staff augmentation” to trap you in endless monthly retainers. You trade manual work for manual developer maintenance.
Why Teams Bring Us In
After 16 years in business, teams come to Spiral Scout when their systems start to buckle under real usage. Manual workflows don’t scale, automation becomes hard to trust, and AI efforts stall once they leave the demo.
We work alongside owners and engineering teams to turn those fragile setups into controllable, observable systems that run inside real businesses. The work is less about shipping features and more about designing for trust, failure, change, and long-term ownership.
Our focus isn’t experimentation for its own sake. It’s building systems your team can operate, extend, and trust without being dependent on engineers forever.
1520+
systems built
120+
TEAM MEMBERS
< 24 HOURS
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HOW WE TURN YOUR EXPERTISE INTO a SYSTEM
Reference Layer
We ingest your raw domain knowledge, unstructured documents, and data.
Operational Playbooks
We map your standard operational workflows and edge cases.
Decision Rules
We extract the “gut feeling” and tribal logic of your senior experts.
Agentic Runtime
We deploy durable code and autonomous agents that execute the work with stability.
TALK FOUNDER TO FOUNDER
Building a product is a business decision, not just a code problem. Stop fighting endless agency retainers and fragile prototypes. Discuss your product roadmap, market goals, and timeline directly with our CEO, John Griffin. No sales deck and just a straight conversation about how to get your system to market.
We review every request personally to ensure we are the right strategic fit.

OUTCOME-DRIVEN PACKAGES
Phase Zero Sprint
< $25k
Lock in your MVP architecture, scope, and roadmap in 2 weeks. Zero guesswork.
Workflow Audit
$25k+
Enterprise knowledge extraction. We map your experts’ brains into durable system logic.
Production Build
Custom
Full-scale engineering and deployment of custom software, eCommerce, or agentic runtimes.

Your questions, answered
We are not a fit if you are looking for a cheap AI chatbot, a short-term prototype with no production plan, or pure staff augmentation sold as systems work. We build durable infrastructure. Our work assumes you want long-term ownership over your product and operations.
By owning your runtime. We don’t build on closed platforms that trap your data. We build your system using our open-core Wippy framework. Every workflow, agent, and data pipeline can be exported or moved. Client independence is a core feature of our work; you own the code and the system completely.
Yes. We specialize in inheriting complex legacy codebases and fragmented data. For enterprise environments, we design a “Reference Layer” architecture where agents operate exclusively on your private infrastructure, ensuring sensitive data never leaks to public models like OpenAI.
You work exclusively with senior architects and domain-focused engineers. We do not run a bench of juniors or offshore generalists. You get direct access to the technical leadership who actually designs and builds the agentic workflows.
We price the system and the outcome, not raw hourly engineering effort. A Phase Zero architecture sprint (for Founders) stays under $25,000. Full Operational Knowledge Extractions (for Established Firms) start at $25,000+. We do not compete on offshore headcount rates.
Both, but sequence matters. 80% of an AI agent system is standard plumbing (durability, state management, observability); 20% is your unique domain expertise. Companies hire us to install the 80% Bank-Grade infrastructure instantly so their internal experts can focus solely on teaching the agents the 20% business logic.
OUR awards and certifications
Actionable Insights. Delivered.
Stay in the know with expert takes, emerging trends, and practical strategies straight from the front lines of innovation.
STOP PAYING FOR PEOPLE. START OWNING THE SYSTEM.
Meet the founders
Tell us your goals
Receive a proposal
Project kickoff
“Anton is an exceptional technologist. I would feel comfortable having him work on any technical challenge.” – Ryland Goldstein, Head of Product, Temporal



























