AI agents
Agents that run qualification, operations, and the systems we deploy, including voice agents and RAG-powered assistants. A human stays in the loop.
What we build
We deploy custom AI-driven applications and agentic operating systems around your real market, tools, vendors, and workflows. We also design and help you set up cloud AI infrastructure, such as rented GPU compute for your models. We work remotely: we design the system, advise your team, and stay on call while it runs.
Agents that run qualification, operations, and the systems we deploy, including voice agents and RAG-powered assistants. A human stays in the loop.
Tailored applications built around your market, customers, and operating model, and designed around how your business actually sells and delivers.
Architecture, roadmap decisions, vendor review, and delivery oversight for founders and operators who need a technical partner without hiring a full-time CTO.
Connections to the CRMs, booking tools, payment systems, and line-of-business apps your team already depends on. The goal is to remove manual handoffs.
Cloud AI infrastructure that we design and help you set up, such as rented GPU compute for your models. At go-live we handle infrastructure and monitoring.
Encryption in transit and least-privilege access, the same safeguards we apply to our own data. No black boxes. Nothing you can't pause, stop, or take with you.
How we work
We study your operations, integrate what fits, and give you full control.
Plugs into
We build on top of what you already use: your CRM, databases, communication tools, and workflows. The goal is to eliminate manual handoffs, not replace infrastructure that works.
Your code and infrastructure live in accounts you own, unless we agree otherwise. No black boxes. Nothing you can't pause, stop, or take with you.
Agents do the production work. Ned designs the architecture, reviews what ships, and stays accountable. No account managers. No junior handoffs.
We design, build, and deploy remotely, advise your team along the way, and stay on call while the system runs.
Step 1
We talk. You tell us what's broken. We assess fit. If we can help, we scope it. If not, we point you somewhere that can.
Step 2
We architect and deploy your AI system: custom applications, agentic workflows, and vendor integrations. You test along the way.
Step 3
We monitor the system, fix what breaks, and add capabilities in planned phases as your business grows. Not a one-and-done handoff.
Results
Client portal
OttoPortal at portal.ottomato.net is the client portal where files, status, and deliverables stay visible after we ship.
ROI calculator
Calculate the return on investment for AI automation in your business, before you talk to anyone.
We build custom AI applications and agentic operating systems around your market, workflows, vendors, and customer journey. We research the business context, interview the people closest to the work, and integrate with the tools you already use instead of forcing a generic replacement.
No. We build on top of what you already use. Our systems connect to your existing CRM, databases, communication tools, and workflows. The goal is to eliminate manual handoffs, not replace infrastructure that works.
Yes. Most of our clients are non-technical operators and founders. We handle the full stack: architecture, development, deployment, and ongoing maintenance. You bring the business context, we handle the engineering.
Agents are the production face. They run qualification, operations, and the systems we deploy. Ned designs the architecture, reviews what ships, and stays accountable. You get agent-native applications with a human still in the loop. If we are not taking new integration work, we open a waiting list.
It depends on scope, so we commit to a timeline only after a discovery call. As a general guide, a pilot that automates one workflow usually takes a few weeks, and a production system with several integrations usually takes a few months. We deliver in phases, so you see working software early and decide the next phase from real results.
Every project is scoped individually based on complexity, timeline, and the systems involved. We determine fit through a discovery conversation first. Pricing details are discussed privately after scoping, never on the website.
Yes. We design, build, and deploy remotely, advise your team along the way, and stay on call while the system runs. Cloud AI infrastructure, such as rented GPU compute for your models, is designed and set up the same way.
We assess fit. If we can help, we scope it. If not, we point you somewhere that can.
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Otto Send the messy version here. I will keep the thread clear.