About InfraHive
We rebuild how enterprises run — with AI at the core, not the edge
InfraHive is an AI transformation partner for manufacturers, retailers, and distributors. We don't sell software and walk away. We deploy our engineers inside your operations and rebuild the intelligence layer of your business — from data infrastructure to production AI agents to ERP integrations.
Most enterprise AI projects fail before they ship.
The industry's AI project failure rate exceeds 85%. Not because the models are bad — because the data infrastructure isn't ready, the integrations break, and no one is accountable for production.
InfraHive exists to fix that. We take on a select number of manufacturing and commerce partners each quarter, and we guarantee a live system — not a proof of concept.
How we work
Four principles that separate transformation from consulting.
Production, not pilots
We don't run 6-month discovery engagements or POCs that never ship. Every engagement ends with live AI systems in production — measurable, auditable, and owned by your team.
Forward deployment, not software licenses
Our engineers work inside your environment, alongside your team. We learn your systems, your data, and your operations — then build AI that reflects the real complexity of your business, not a sanitized demo.
Infrastructure-first
AI without the right data infrastructure fails. We start with your data — connectors, pipelines, schemas, ERP integrations — and build AI on top of a foundation that actually works.
Outcome-based accountability
We measure success by business outcomes: hours recovered, revenue protected, cost eliminated. Not model accuracy. Not dashboards that no one checks. Business results.
Industries we serve
We go deep in a small number of industries rather than thin across everything.
Manufacturing
ERP automation, quality control AI, production analytics, document intelligence
Retail & Commerce
Inventory intelligence, sales reporting, supplier automation, customer data AI
Supply Chain
Procurement AI, logistics analysis, vendor monitoring, warehouse operations
Finance & Accounting
AR/AP automation, GL reconciliation, three-way matching, financial reporting AI
Legal
Contract intelligence, document parsing, matter workflow automation
Logistics
Carrier analysis, shipment tracking AI, warehouse operations intelligence
Our delivery model
Forward deployment: engineers embedded in your operations
Unlike a SaaS vendor, we place our engineers inside your team. They learn your ERP, your data schemas, your legacy systems, and your operations from the inside. Then they build AI that reflects the real complexity of your business — not a demo built on sanitized data.
When we leave, your team owns the system. No black-box vendor dependency. No annual license that locks you in. Just production AI that runs.
Talk to our team →