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by Metrotechs · Dallas · Est. 2012
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ServicesAgentic AI · Autonomous Systems

AI agents that run your operations without manual intervention.

Most manufacturers are still running workflows that require a person to touch every exception, every order, every routing decision. AI agents eliminate that bottleneck — not by replacing your people, but by handling the work that was always below their pay grade.

The Problem

Manual Workflows Don't Scale With Your Volume

  • Order exceptions, credit holds, and routing decisions pile up in inboxes and require human intervention to clear
  • Pricing changes are manual — someone updates a spreadsheet, someone else forgets, margin leaks through the gap
  • Demand signals exist but nobody has time to act on them before stockouts or overstock situations develop
  • Every high-volume workflow has a human bottleneck, and that bottleneck limits how fast the business can grow
What We Deliver

AI Agents & Agentic Platforms

01

Commerce Agent

Handles buyer-facing transactions — product configuration, pricing, quote generation, order entry, and confirmation. Buyers get instant, accurate responses. Your sales team handles relationships, not administration.

02

Pricing & Margin Agent

Monitors market signals, cost inputs, and margin thresholds in real time. Adjusts pricing dynamically, flags margin risk, and enforces pricing rules across every channel — without manual intervention.

03

Demand Forecasting Agent

Reads sales velocity, seasonal patterns, supplier lead times, and external demand signals. Generates reorder recommendations, flags stockout risk, and adjusts purchasing before the problem hits the warehouse floor.

04

Fulfillment & Routing Agent

Monitors order status, carrier performance, and delivery windows in real time. Re-routes exceptions, triggers customer notifications, and resolves fulfillment issues without a human touching the queue.

05

Exception Resolution Agent

Catches the edge cases — credit holds, substitution requests, freight changes, approval escalations — and resolves them through rules-based reasoning. Handles what used to fill inboxes.

06

Operations Intelligence Agent

Monitors your entire operation — order flow, inventory levels, fulfillment performance, margin trends — and surfaces anomalies, risks, and opportunities to leadership before they become problems.

How It Works

The Engagement Process

01

Workflow Audit

Map every manual workflow that represents a bottleneck — exceptions, approvals, data entry, routing decisions. Identify which ones are high-volume, rules-driven, and safe to automate.

02

Agent Design

Define the decision logic, data inputs, and action boundaries for each agent. Agents operate within governance rules — they do not make decisions outside their defined scope.

03

ERP Integration

Connect agents to your ERP, OMS, WMS, and pricing systems so they read and write live operational data. Agents that cannot access real data cannot make accurate decisions.

04

Controlled Deployment

Deploy agents in shadow mode first — they process real workflows but route outputs to a review queue before taking action. You validate accuracy before live autonomy is enabled.

05

Go-Live & Monitoring

Enable live operation with full audit logging. Every agent decision is recorded — what it saw, what it decided, what it did. Monitoring dashboards surface anomalies immediately.

06

Continuous Improvement

Agent logic improves over time as edge cases are identified and decision rules are refined. We operate the agents post-deployment and tune them against production outcomes.

Common Questions

Frequently Asked Questions

Agentic AI · Autonomous Systems

Every engagement starts with an assessment.

We scope work after we understand your operation — not before. The Launchpad assessment maps where you are, quantifies what it's costing you, and sequences what to do first.

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