We install AI models and systems that connect to your business infrastructure — ERP, MES, supply chain, quality, finance, and operations — and reimagine how each part of your business runs. Not a chatbot. A connected AI layer that makes the whole operation more efficient.
Frontier AI, plugged into your business
We bring the leading AI models into your business and wire them to the systems you already run across every function. No rip-and-replace, no new platform to adopt.
Claude
Reasoning & analysis
Deep reasoning for complex analysis, document understanding, and long-context work across your operations.
Google Gemini
Multimodal & search
Multimodal intelligence with live grounding for research and decisions grounded in real-world data.
ChatGPT
Generation & automation
Fast, flexible generation and workflow automation across your team's everyday tasks.
ERP & MES
Production, orders, and shop-floor data made queryable and actionable by AI.
Supply Chain & Inventory
Stock levels, suppliers, and shipments flowing into and out of AI workflows.
Quality
Inspections, defects, and corrections tracked and flagged in real time.
Finance & Procurement
Invoices, POs, and spend reconciled and monitored for anomalies.
CRM & Customer Ops
Leads, accounts, and service requests handled faster and more consistently.
HR & Back Office
Onboarding, scheduling, and document processing automated end to end.
Efficiency on every front
We don't point AI at one channel. We install it across your business so every function runs leaner, faster, and smarter.
Hand the busywork to agents
Agents take on the manual, repetitive work across operations, admin, and the back office so your people move to higher-value work.
Data entry and sync across ERP, MES, and CRM
Automated status updates, handoffs, and escalations
Document processing, routing, and approvals
Grounded intelligence from your data
AI reads your ERP, MES, inventory, and quality data to surface what matters now and briefs your team with answers instead of dashboards to dig through.
Anomaly and risk detection across operations
Demand, inventory, and production forecasting
Sourced briefs, not raw noise
Rebuild a component around AI
We don't just bolt AI on. We take a specific part of your business and redesign it around AI and agents for a step-change in efficiency.
Process redesign grounded in your real data
Scoped pilots that prove value fast
Hand-off to your team with guardrails
What an AI-connected business unlocks
We don't measure AI by how clever it sounds. We measure it by the hours, cycles, and headcount it gives back to your business.
of repetitive operational and back-office tasks automated by agents
faster reporting, analysis, and data work across teams
less manual data entry across your business systems
saved per employee every week on manual work
From chatbots to agents that ship work
A chatbot answers a question. An agent takes the next step. We design agentic workflows that plan, use tools, act in your systems, and hand the result back to a human to approve. That is the difference between AI that talks and AI that works.
Plan
The agent breaks the goal into steps and picks the right tools for the job.
Act
It queries your systems, reads data, writes records, and triggers actions on its own.
Review
A human approves the work before it ships. Nothing runs blind.
Production & MES
Claude, ChatGPT
Agents monitor output and uptime, flag anomalies, and auto-schedule maintenance so the floor runs without surprise stoppages.
Supply Chain & Inventory
Gemini, Claude
Agents forecast demand, flag stockouts, and trigger reorders so the right parts and product are where they need to be.
Quality
Claude, ChatGPT
Agents log defects, spot patterns, and trigger corrections so issues are caught and fixed before they compound.
Finance & Procurement
ChatGPT, Claude
Agents reconcile invoices, process approvals, and flag spend anomalies so finance closes faster and tighter.
CRM & Customer Ops
Claude, ChatGPT
Agents handle inquiries, score leads, draft quotes, and keep records current without manual entry.
HR & Back Office
Multi-agent
Agents run onboarding, scheduling, and document processing so the back office stops being a bottleneck.
Methodologies that make agents dependable
Agentic AI only works when it is grounded, observable, and safe. These are the methods we use to build systems your team can trust.
Retrieval-Augmented Generation
Every answer and action is grounded in your real product, operational, and business data. No hallucinations, no generic guesses.
Human-in-the-Loop
Agents draft the work. Your team approves it before it ships. You keep control while you compound speed.
Multi-Agent Orchestration
Specialized agents hand work to each other so a production agent, a supply chain agent, and a finance agent operate as one pipeline.
Tool-Use & Function Calling
Agents call your APIs, query your systems, and update records directly. They act in your infrastructure, not in a sandbox.
Memory & Context Management
Agents remember your products, processes, and history across sessions so every workflow gets sharper the more it runs.
Evals & Guardrails
Every workflow is tested, logged, and measured against your metrics. We catch regressions before they reach your operation.
A clear path from audit to outcome
No black box. We work in your systems, against your metrics, with your team in the loop at every step.
Audit Your Business Infrastructure
We map your ERP, MES, supply chain, quality, finance, and operations to find where AI will actually move the needle, not just look impressive.
Install the Models
We set up Claude, Gemini, and ChatGPT with secure access to the right systems, scoped to exactly what each workflow needs.
Build the Systems
We wire AI into your real processes across the business — operations, quality, supply chain, finance, and customer ops.
Measure & Optimize
Every system is tracked against your business metrics. We tune the models and prompts to compound results over time.
Let's install AI across your business
We'll map your business infrastructure, show you exactly where Claude, Gemini, and ChatGPT will move the needle, and hand you a clear plan to get there.
Tell us about your systems
Share what you're running today and what you want AI to improve. We'll come back with a clear plan to install AI across your business.