AI Agents
Orchestrate agent workforces that plan, tool-call, and hand off across sales, ops, and plant workflows — with monitoring and human-in-the-loop controls.
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EddyTools · AI Agents · Industry 4.0
The operating system for your AI agent workforce
We design, build, and operate autonomous AI agents, AI SaaS products, and production-grade AI infrastructure for smart factories, connected operations, and digital-first teams.
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What we focus on
Four pillars. One outcome: autonomous systems that ship, scale, and stay observable.
AI SaaS
Multi-tenant AI products with billing, roles, onboarding, and usage metering — from MVP to production SaaS your customers pay for.
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AI Infrastructure
Model gateways, vector stores, pipelines, CI/CD, and secure cloud environments ready for production agent traffic.
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Industry 4.0
Smart manufacturing and connected operations — cobots, IoT signals, shop-floor assistants, and decision systems that respect uptime.
Learn moreBuilt for operators of autonomous systems
Not demos — production agents wired into the tools, plants, and products you already run.
Design for production
Eval harnesses, guardrails, logging, and rollback paths before agents touch customers or machines.
Compose with your stack
APIs, ERP/MES hooks, CRMs, and plant data — agents that use the tools you already trust.
Scale with clarity
From first pilot agent to multi-agent fleets and AI SaaS modules your users pay for.
Industry 4.0 domains we serve
Discrete and process manufacturing, industrial SaaS, and digital operations teams adopting agentic automation.
Smart manufacturing
Predictive maintenance agents, quality inspection copilots, and line scheduling assistants that keep throughput and quality on track.
Connected operations
IoT signal triage agents, spare-parts and inventory copilots, and field service orchestration across sites.
Industrial software
AI features in MES/ERP portals, internal ops agents for engineering, and customer-facing AI SaaS modules.
How engagement works
A clear path from discovery to a production pilot — then scale what works.
Discover
Map agents, SaaS opportunities, and infra gaps against Industry 4.0 KPIs.
Build
Ship a focused pilot — agent, SaaS slice, or infra baseline — with clear success metrics.
Scale
Harden, monitor, and expand across lines, tenants, and workflows.
Services that match the stack
App development, AI lead systems, and business toolkits — aligned to agents and Industry 4.0 growth.
Insights from the blog
Practical notes on agents, Industry 4.0, and shipping AI to production.
Ready to deploy AI agents in your Industry 4.0 stack?
Tell us about your plant, product, or SaaS roadmap — we will recommend agents, AI SaaS scope, and infrastructure that fit.