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Industrial Engineer AI
Futuristic Factory

Enterprise AI. For the Rest of Us.

We Hate Barriers Between You and AI

For years, world model AI was locked behind million-dollar budgets. That barrier just collapsed. We deploy it inside your operation — vision, spatial intelligence, process automation — weeks to go live, not years.

Spot Defects Live
Vision AI on your line
Know Your Floor
Real-time spatial awareness
Live in 5 Days
Not months. A working system.
No 7-Figure Budget
Enterprise AI, mid-market cost
Enterprise AI for Mid-Market//Vision That Sees//Spatial Intelligence//Weeks to Deploy//No R&D Team Needed//Mid-Market Pricing//World Model AI//Custom Solutions//ROI in Weeks//We Design & Deploy//Enterprise AI for Mid-Market//Vision That Sees//Spatial Intelligence//Weeks to Deploy//No R&D Team Needed//Mid-Market Pricing//World Model AI//Custom Solutions//ROI in Weeks//We Design & Deploy//

The Process

Every Engagement. One Framework.

01
Define
Find the P&L line that's bleeding
02
Measure
Quantify waste before we touch anything
03
Explore
Design the AI use case that fits your reality
04
Develop
Build in weeks, not quarters
05
Implement
Roll it out. Lock in the gains.

Sound Familiar?

"You've been told AI is 'coming' or 'someday' or 'when the technology matures.'"

"You've watched larger competitors deploy vision systems while you're stuck with manual processes."

"You've been quoted $2M+ for AI projects that take 2-3 years."

You're not alone. 99% of operations have been locked out. Until now.

Choose Your Battle

Real challenges happening right now. See if this sounds familiar.

The Skills Gap Crisis

2.1M jobs unfilled by 2030

Deloitte & Manufacturing Institute, 2025

  • Your Best Engineer Retires Next Month

    She's the only one who knows how to fix that temperamental machine. When she leaves, 30 years of troubleshooting knowledge walks out the door.

  • New Hires Take 6 Months to Get Up to Speed

    You're hiring, but training is slow. Every mistake costs time and materials while they learn what the veterans already know.

  • Quality Depends on Who's Working That Shift

    First shift catches defects. Second shift misses them. Your QA results shouldn't depend on the schedule.

What If Knowledge Never Left?

Capture expertise once, use it forever

  • Every Operator Has Expert-Level Guidance

    New hires ask questions and get instant answers—like having your best engineer available 24/7, even after they retire.

  • Consistent Quality, Every Shift

    Automated inspection catches defects before they ship. No more 'it looked good to me' guesswork.

  • Training Happens on the Job

    Instead of classroom theory, your team learns by building real automation—and keeps the tools they create.

Interactive demo: Can you spot defects faster than AI?

These aren't hypothetical. They're happening right now, every shift, in operations just like yours.

Three Ways To Win.

Enterprise-grade AI, mid-market accessible. Pick what fits your challenge.

Stop Relying on Tribal Knowledge

Platform + Guidance

Your best operator's process, automated for everyone. No training required. Platform access: Day 1. Custom builds: Weeks. We build exactly what you need—not rigid templates.

Typical: 1-2 month payback, 6-12x ROI
Retina RoboticsVuzix

STOP ERRORS BEFORE THEY SHIP

Vision & Voice

WAM by Retina Robotics tracks every item in real-time. Auto-scanning cameras catch defects instantly. Vuzix smart glasses guide workers step-by-step. Zero mistakes leave your building.

Stop shipping mistakes

Connect Your Systems Fast

Custom Automation

Orders flow automatically. No manual data entry. No spreadsheet gymnastics. We connect your WMS, ERP, and trading partners—then add AI to catch errors before they cost you money.

Typical: 1-2 month payback, 6-12x ROI

Start with one → See results in weeks → Expand to others → Multiply your savings

The Competitive Advantage

Your Challenges.
Automated.

You dream the menu. We're the chef. Our flexible platform adapts to your unique workflows—no rigid templates, no forced processes.

Weeks
Not Months
We Design
We Deploy
Mid-Market
Pricing
Applied Training
Applied
Training
AI Platform
AI Agents
Platform
Vision Solutions

Stop Scanning.
Just Drive.

Cameras see mistakes. Glasses guide workers. Digital twins track everything. Zero defects leave your building.

99.8%
Inventory Accuracy
98.2%
Rework Reduction
Vuzix Smart Glasses
Workforce AI
Vuzix
WAM Fleet Automation
Fleet Automation
WAM
We Design. We Deploy.

Connect.
Automate. Build.

We orchestrate your systems. Connect to any trading partner—Walmart, Amazon, distributors. Build custom applications that infuse AI into your exact workflow.

System Orchestration

Connect your ERP, WMS, and legacy systems. Orders flow automatically.

Trading Partner Integration

EDI to Walmart, Amazon, any retailer. Zero manual data entry. Zero chargebacks.

Custom Applications

Bespoke solutions built for your exact process. AI-infused. Production-ready in weeks, not months.

Your System
Walmart
Amazon
ERP
WMS
★ Flagship Product

WMS
Intelligence Layer

Sits on top of any WMS. Connects to 30+ platforms. Live dashboards with 100% transparent calculations. Dual-AI analysis. Operator boards. Your warehouse, finally visible.

30+
Integrations
2-4 Weeks
Go Live
$2,500
Per Integration
WMS Intelligence Layer Dashboard
Live Dashboard
Intelligence Layer Implementation Scenarios

See It In Action

Real implementations. Proven capabilities. Choose your scenario to see how the Intelligence Layer transforms warehouse operations.

Multi-Client 3PL
LIVE INTEGRATION
4 wks
Built from Scratch
Full platform + integration
100%
Calculation Transparency
Every metric shows its formula
0
Spreadsheets Needed
Replaced all manual reporting
24/7
Real-Time Monitoring
API sync every 5 minutes
LIVE INTEGRATION

From Spreadsheets to Live Intelligence in 4 Weeks

A multi-client 3PL running enterprise WMS needed real-time visibility across all warehouse operations. We built the entire Intelligence Layer from scratch — their warehouse, live, on one screen.

What We Deliver

Live Operations Dashboard
Real-time order flow, inventory levels, and receiving activity across all warehouse clients — updated every 5 minutes.
Operator Boards
Interactive tablet views for floor supervisors showing blind fill status, order priorities, and quality checkpoints.
Dual-AI Analysis
Two AI models independently analyzing the same data — catching anomalies, stuck orders, and process bottlenecks that humans miss.
Transparent Calculations
Click any metric to see the exact formula, actual values, API endpoint, and an AI explanation in plain English.

"We went from spreadsheets and guesswork to a live intelligence layer in 4 weeks — and that included building the entire platform from scratch. Every number is transparent — click any metric and see exactly how it's calculated. That's what sold us."

3PL Operations Director
Multi-client warehouse running enterprise WMS

Start Small. Expand Fast.

Most customers start with the AI platform to test the value. Then they add custom systems when they're ready.

DAY 1

Start with Platform

Day 1 Access + Training
  • AI agents automate repetitive tasks
  • 54+ models for different use cases
  • 40+ integrations ready to use
  • $50/user/month subscription
+ Applied Training
Hands-on workshops with your data
Typical Results:
Save 6 hours/day on manual searches, data entry, and documentation
Month 3

Add Vision Systems

Weeks to Deploy
  • WAM cameras for inventory tracking
  • Vuzix smart glasses for workers
  • Catch defects before they ship
  • $20K-$45K project pricing
Typical Results:
99.8% inventory accuracy, 98% defect reduction
Month 6

Full Integration

Weeks to Deploy
  • EDI/API connections to partners
  • Custom workflow automation
  • Connect ERP, WMS, legacy systems
  • $35K-$85K project pricing
Typical Results:
Zero manual data entry, zero compliance errors

Why Start with the Platform?

1. Prove the Value

See immediate results with AI agents before committing to larger custom projects.

2. Build Trust

Work with us on small wins first. Then expand when you're confident.

3. No Risk

Cancel platform anytime. Only commit to custom work when you're ready.

$50/user/month • Cancel anytime • Add custom systems later

System Changelog // Live Feed

Memory, File & Folder Scoping for Agents, Workshop Assistant Improvements and API Functionality

new
Mar 13, 2026

New

  • Turn on Memory! Hatz AI now remembers helpful details about you across conversations. As you chat, the AI saves durable context and uses it to personalize future responses without you having to repeat yourself. Memories are per-user and never shared with others in your organization

  • You can now restrict an agent's OneDrive access to a specific set of folders and/or files, rather than granting access to your entire OneDrive. Scoping supports individual files, folders, or a mix of both in a single configuration. Item names in the UI stay current when content is renamed. OneDrive authentication has also been updated to use a popup sign-in flow, so you stay on the same page while connecting your Microsoft account.

Improved

  • API Documentation has been updated to include details for disable LLM routes and workflow data as well a new endpoint to return and update packages with richer data.

New LLM-GPT 5.4, Personal Default LLM, Stripe Integration

new
Mar 9, 2026

New

  • The AI Preferences page now includes a default LLM selector — choose your preferred model once and it will automatically load at the start of every new chat session, no manual switching needed.

  • New Stripe Integration is now available in Chat, Agents, and Workflows. Connect Stripe to give Hatz live visibility into your billing data so you can look up customers, manage subscriptions, review invoices, track payments, and take action on your Stripe account directly from chat.

  • New LLM GPT‑5.4 added to the model selector for chat, apps, agents, and workflows.

Building on GPT‑5.2’s general reasoning capabilities, GPT‑5.4 delivers even more consistent and polished results on real-world tasks that matter to professionals.

On GDPval⁠, which tests agents’ abilities to produce well-specified knowledge work across 44 occupations, GPT‑5.4 achieves a new state of the art, matching or exceeding industry professionals in 83.0% of comparisons, compared to 70.9% for GPT‑5.2.

-Open AI

Photo provided by Open AI

Improved

  • Usage data in the dashboard now updates in near-real time, capped at the most recent 15-minute boundary.
  • Improved run reliability for Workflows via the Hatz Workshop Assistant.
  • Chat no longer autoscrolls as text is being generated

New LLM Gemini 3.1 Flash Image (Nano Banana 2)

new
Feb 27, 2026

New

New LLM Gemini 3.1 Flash Image (Nano Banana 2) added to the model selector for chat.

Nano Banana 2 brings the high-speed intelligence of Gemini Flash to visual generation, making rapid edits and iteration possible. It makes once-exclusive Pro features accessible to a wider audience, including:

Advanced world knowledge: The model pulls from Gemini’s real-world knowledge base, and is powered by real-time information and images from web search to more accurately render specific subjects. This deep understanding also helps you create infographics, turn notes into diagrams and generate data visualizations.

Precision text rendering and translation: Nano Banana 2 allows you to generate accurate, legible text for marketing mockups or greeting cards. You can even translate and localize text within an image to share your ideas globally.

-Google

New Agent Build Assistant, Custom Greeting Message and Personalization Override, Usage Analytics API

newimprovedfixed
Feb 27, 2026

New

  • The agent editor has a new right panel: the Build Assistant that helps you write and refine your agent's instructions as you build. Quick-action buttons let you generate instructions from scratch, improve what you've already written, or change the tone and style — all without leaving the editor. AI suggestions appear inline with an "Apply to Instructions" button, so you can review and confirm before anything changes.

  • Customize the Greeting Message in the agent editor to set the opening message an agent uses to start every conversation.

  • Agents can now override personalization. When building an agent, users can toggle off personalization to keep the agent performance standard across users.

  • The Usage Analytics API is now available and fully documented. Admins can query credit consumption, user activity, and more via the API.

Improved

  • Notable enhancements to the speed and performance of the Hatz Workshop Assistant.
  • Faster loading times for Dashboard analytics.

Fixed

  • The OpenAI Responses Endpoint now supports standard Bearer token authentication, with updated API documentation to match.
  • Fixed an error that prevented LMS Report Generation from completing successfully.
  • Resolved an issue causing Dashboard load failures for tenants with large usage volumes and user bases.
  • Fixed an error preventing successful Document Processing Step outputs in Workflow Runs.

Personalization, Chat Folders, Gemini 3.1 Pro Preview, Auto-Tool for Agents, Agent Tool Visibility, OpenAI‑compatible API Endpoint

new
Feb 20, 2026

New

  • Personalization in AI Preferences: a user-level control center to manage how Hatz responds across all chats and models. Set your details (name, job, timezone), choose default style/tone/response length, add custom instructions, and toggle personalization to shape reply behavior without changing model capabilities.

  • Chat Folders — create up to 15 personal, color‑coded folders to keep your conversations beautifully organized and easy to find. Organize your conversations exactly how you work, and pin your most important folders to the top for instant access.

  • Agent Tool Visibility - See which tools an Agent is using in real time, directly in chat. If a connected integration in an Agent needs to be re-authenticated, you’ll get an in-chat alert with a prompt to reconnect—and guide you to fix it without ever leaving the chat.

  • Automatic Tool Selection is now available when building Agents. Toggle this on during Agent setup to allow your agent to intelligently pick the right tools for the job on its own, no manual configuration needed.

  • Workshop Items in an End Customers tenant created by their MSP now display the MSP tenant name as the creator.
  • Hatz now offers an OpenAI‑compatible API endpoint. If a product supports a custom OpenAI base URL (like many coding tools/agents), customers can point it at Hatz.
  • Added CSV export functionality to user management tables. Users can now download their user data (including name, email, role, last login date, and credits used) as a CSV file via a new download button.
  • New Airtable integration is now available with improved functionality and reliability. Legacy integration sunsets March 15, 2026.
  • New LLM Gemini 3.1 Pro Preview added to the model selector for chat, apps, agents, and workflows.

"Building on the Gemini 3 series, 3.1 Pro represents a step forward in core reasoning. 3.1 Pro is a smarter, more capable baseline for complex problem-solving. This is reflected in our progress on rigorous benchmarks. On ARC-AGI-2, a benchmark that evaluates a model’s ability to solve entirely new logic patterns, 3.1 Pro achieved a verified score of 77.1%. This is more than double the reasoning performance of 3 Pro." - Google

-Photo provided by Google

Improved

  • The Integrations tab has been renamed to the Connections tab. This updated view makes it easier to search, filter, and sort available Hatz integrations, while providing a cleaner, easier-to-follow view of connection status.

Live Demo

See AI Solve Your Problem in 30 Minutes

This isn't a slide deck. You tell us one operational headache — invoices, quality reports, shift handoffs, customer calls — and we build the AI agent that fixes it while you watch.

  • You describe the problem — we build the solution live
  • No commitment — if it doesn't impress you, walk away
  • We handle everything — your team never touches a workflow

Invoice Processing

"$47K in duplicate payments caught in 3 minutes"

Help Desk Triage

"80% of technician questions answered instantly"

Shift Reporting

"8 hours/week saved per plant — automated handoffs"

From the Field

Latest Insights

The AI-Powered Warehouse: Beyond Robotics to Intelligent Orchestration
brand awareness

The AI-Powered Warehouse: Beyond Robotics to Intelligent Orchestration

Warehouse automation projects fail most often not because the technology doesn't work, but because the vendor never operated a warehouse. Adrian Stoch's move from end-user leadership to CEO of Hai Robotics Americas signals a broader industry shift: operators are demanding that the people designing their automation systems have actually lived with the consequences of a bad pick rate or a missed SLA. If your automation vendor's leadership team has zero floor experience, you're paying for R&D experiments on your P&L.

Mar 13, 2026
Read →
The Missing Link in Warehouse Automation: Operational Intelligence
brand awareness

The Missing Link in Warehouse Automation: Operational Intelligence

Warehouse operators running multiple automation vendors lose throughput to fragmented software and siloed equipment — GreyOrange and enVista's partnership attacks this by treating orchestration as the product, not just the robots. Their combined approach layers GreyOrange's fulfillment robotics with enVista's deep WMS and supply chain consulting to build a unified execution layer that coordinates AMRs, sortation, and pick systems under one decisioning engine. For operations leaders managing 50K+ SKUs across mixed automation fleets, this eliminates the integration tax that typically adds months and six figures to every deployment.

Mar 12, 2026
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The Power Couple: How AI Integrations Supercharge Warehouse Robotics
brand awareness

The Power Couple: How AI Integrations Supercharge Warehouse Robotics

Deploying purpose-built robots like Boston Dynamics' Stretch for repetitive case-handling tasks in warehouses directly attacks the two biggest P&L drains in logistics: injury-related downtime (repetitive lifting accounts for roughly 30% of warehouse injuries per BLS data) and the unpredictable labor costs of peak-season scaling. The key operational shift isn't full automation — it's using robotics as a flexible capacity layer that handles the high-volume, high-injury tasks so your existing workforce focuses on complex picks and exception handling. Warehouses running robotic case handling alongside human workers are reporting 15-25% reductions in labor cost per unit shipped during peak periods.

Mar 11, 2026
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Bringing Robotics to the Warehouse Floor with Boston Dynamics
warehouse ai

Bringing Robotics to the Warehouse Floor with Boston Dynamics

By automating container unloading with Boston Dynamics' Stretch robot, facilities now report SKUs are touched only 2-3 times in their entire warehouse lifecycle. This reduction in manual handling, combined with the ability for one operator to run multiple robots across three shifts, makes the 'lights out' warehouse a realistic operational goal, not a distant concept.

Mar 11, 2026
Read →
Take Care of Warehouse Robots, and They’ll Take Care of You
warehouse ai

Take Care of Warehouse Robots, and They’ll Take Care of You

A robot sitting idle for 4+ months from a simple firmware fix highlights the real risk of automation: without a permanent line item for preventative maintenance and retraining, your entire ROI is lost. In high-turnover warehouse environments, OEM service can't scale, making integrated third-party maintenance the only way to

Mar 11, 2026
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Transforming Brownfield Warehouses with AI: Practical Automation for Existing Facilities
brand awareness

Transforming Brownfield Warehouses with AI: Practical Automation for Existing Facilities

Brownfield warehouse automation from Cartesian Kinetics eliminates the capital cost and 12-18 month downtime of greenfield builds by retrofitting kinematic robotic systems directly into existing racking and layouts. Their software-driven approach lets warehouses increase throughput without ripping out infrastructure — a critical advantage when 85% of operational warehouses weren't designed for automation and can't afford to shut down for a rebuild.

Mar 9, 2026
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Ready to Close the Gap?

Enterprise AI capabilities. Mid-market pricing. Weeks to deploy. No R&D team required. The 99% are finally getting access.