Most businesses know AI matters but don't know where to start. We find the highest-value automation opportunities in your existing operations, then build and deploy them using battle-tested open-source tools. No vendor lock-in. No hype. Just measurable results.
We evaluate your operations, data, and workflows to find where AI delivers the highest ROI. No commitment — we'll tell you honestly if AI makes sense for your business right now.
Intelligent document processing, automated customer support, internal knowledge bases, decision-support systems — AI agents tailored to your specific business processes.
We integrate AI directly into your CRM, ERP, email, databases, and workflows. No rip-and-replace. We meet you where you are.
Your team gets hands-on training, documentation, and ongoing support. We don't just build it and leave.
of executives achieve ROI within the first year of AI deployment
revenue returned for every $1 spent on automation
improvement in operational efficiency with AI automation
typical payback period for AI automation investments
Invoices, contracts, forms, and emails — extracted, classified, and routed automatically. 99.9% accuracy, minutes instead of hours.
AI agents that handle routine inquiries, route complex issues, and resolve tickets 80% faster than manual processes.
Turn your company documents into searchable, conversational AI. Your team gets instant answers from your own data.
Automated audit trails, regulatory scanning, and report generation. Stay compliant without the manual overhead.
Lead scoring, personalized outreach, and campaign optimization powered by your own customer data.
Multi-step business processes automated end-to-end. Approvals, handoffs, and escalations that run themselves.
30 minutes. We learn your operations, identify automation opportunities, and outline a concrete plan with expected ROI. No commitment.
We start with the highest-impact opportunity — a focused proof-of-concept that demonstrates measurable value before you commit further.
Production rollout, integration with your existing systems, and team training. You own everything — code, models, and infrastructure.
Platonic.Systems is our go-to developer partner when we need to solve complex and complicated use cases. They truly add a tremendous amount of value during use case development and proof of concept iterations that have helped us advance with our computer vision and machine learning opportunities.
Any business with repetitive processes, document-heavy workflows, or customer-facing operations. Manufacturing, logistics, retail, healthcare, finance, legal, real estate — if your team spends time on tasks that follow patterns, AI can likely handle them faster and more accurately.
We build on proven open-source infrastructure: Ollama and vLLM for local model hosting, LangChain and LlamaIndex for application frameworks, Open WebUI for user interfaces, and Model Context Protocol (MCP) for system integration. We also deploy and customize tools like OpenClaw for always-on AI assistants. Everything runs on your infrastructure — your data never leaves your control.
The initial consultation is free. Pilot implementations typically start in the low five figures, with full deployments scaling based on complexity. Most clients recoup their investment within six months through reduced operational costs and increased throughput. We'll give you honest ROI projections before you commit to anything.
No. We integrate with what you already have — your CRM, ERP, email systems, databases, and internal tools. AI automation layers on top of your existing infrastructure. No rip-and-replace required.
We prioritize self-hosted, open-source solutions so your data stays on your infrastructure. No sending sensitive business information to third-party APIs unless you choose to. We design every deployment with security and compliance in mind.
Off-the-shelf AI tools are general-purpose. We build solutions that are trained on your data, integrated into your workflows, and tailored to your specific business processes. The difference is between a generic assistant and a system that actually understands your operations and automates them end-to-end.
We'll tell you. The consultation is free precisely because we'd rather be honest than oversell. If your data infrastructure isn't ready, or the ROI doesn't justify the investment, we'll say so and tell you what to work on first.
A pilot implementation typically takes two to four weeks. Full deployment depends on scope and integration complexity, but most projects are production-ready within one to three months. We work iteratively so you see value at every stage, not just at the end.
We're engineers, not sales teams. We build with functional programming principles that produce reliable, maintainable systems. We use open-source tools so you're never locked into a vendor. And we've been building AI and ML systems for clients like Anduril and Veteran Data Solutions long before the current hype cycle.
Schedule a free consultation . Thirty minutes. No commitment. We'll talk about your business, identify potential automation opportunities, and outline next steps. If there's a fit, great. If not, you'll still walk away knowing more about what AI can do for you.