Automation always breaks between the systems. That is the part we own.

Enterprise AI and robotics stall where the software meets the floor. We write the integration layer that connects your ERP, WMS, and yard systems to the machines doing the work, then orchestrate the fleets and engineer the network and crew communications they run on, from the first site survey to ongoing support.

Intelligent Software & Applied AI

AI built around your systems, not in place of them

Every operation we walk into already has a system of record, and most AI projects start by trying to replace it. We start by connecting to it. Then we put the intelligence on top: cameras that know what they are looking at, assistants that answer from your own documents, and models that run inside your perimeter and pass your security review.

Camera mounted above a roller conveyor carrying totes in a warehouse
Vision that follows material
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Solutions × Industries

One stack. Every operation.

Every capability runs in every industry. What it actually does changes completely. Pick your industry to read what each capability delivers there, in plain terms rather than a checkmark, and where engagements like yours usually start.

Logistics & Supply Chain
  • Vision at dock doors audits inbound automatically, and predictive dispatch routes yard moves before congestion builds.

  • AMRs, pallet movers and yard tuggers from several vendors, coordinated on one traffic plane so they stop blocking each other.

  • One footprint covering high-bay racking, docks and the outdoor yard, so equipment stays connected as it crosses the site.

  • Drivers, forklift operators and dock supervisors on shared talk groups, with location so dispatch sees who is nearest.

  • Dock, aisle and yard geometry measured before a fleet or a network is specified, plus the pathway and power capacity the build will need.

  • Firmware, configuration and media pushed to thousands of devices across a site without loading the operational network.

Industrial & Manufacturing
  • Line-speed inspection checks every part, and condition models flag equipment drift as a work order, not a stoppage.

  • Mobile fleets feed fixed picking and palletising cells on schedule, cutting the idle time expensive automation spends waiting.

  • Coverage engineered around plant RF conditions, with the deterministic handover moving machinery needs to avoid safety stops.

  • Maintenance calls reach the whole group instantly, with lone worker alerts and talk-through hearing protection.

  • DatacastingUsually first

    One transmission updates every device on a large campus, instead of thousands of separate overnight transfers.

  • Where most engagements start: RF baseline, hazard classification and a phased sequence built around shutdown windows a live plant can honor.

Financial Services
  • Private models and retrieval run inside your perimeter, automating document review with answers an auditor can trace to source.

  • Less common here, but the same orchestration runs cash centers, secure logistics and high-volume document handling sites.

  • Dedicated coverage for campuses and data center sites where connectivity has to sit inside your own control boundary.

  • Branch security, facilities and cash-handling teams coordinated on one platform with a compliant record of it.

  • Bulk distribution of large files and media to branches over dedicated capacity instead of the corporate network.

  • Campus and data center surveys covering pathway, power headroom and in-building coverage ahead of a fit-out.

Media & Entertainment
  • Content is indexed and tagged as it is captured, so material is searchable immediately instead of after a post pass.

  • Bandwidth reserved for production that a full house cannot degrade, whether on set or across a venue.

  • Crew comms across a whole venue or set, with talk groups you restructure as an event moves from load-in to show.

  • DatacastingUsually first

    Send content once to every receiving endpoint in the footprint, at the same cost for ten sites or ten thousand.

  • Automated camera systems and equipment movement across large venues and production facilities.

  • Coverage and power surveys for venues and production facilities, where the constraint is usually a fixed event date.

Municipal & Public Sector
  • Video and sensor feeds are triaged automatically, giving incident command one picture across agencies that run separate systems.

  • Inspection and maintenance robotics for utilities, transit facilities and municipal depots.

  • CBRS coverage across the area you need, giving field teams capacity that is not competing with the public.

  • Wide-area voice, video and location for field teams, with priority handling and interoperability with existing radios.

  • DatacastingUsually first

    Alerts and large payloads reach every unit simultaneously, over spectrum that commercial congestion cannot touch.

  • In-building responder coverage against the standard the local authority has adopted, plus pathway surveys across municipal facilities.

The full stack

Four layers, so the intelligence actually runs

Everyone sells the model. Far fewer own what it takes to run one on a working floor: clean data off the equipment, machines that will take its instructions, a network that will not drop them, and people working from the same picture. Trilogy NextGen builds all four, which is why the intelligence reaches production instead of stalling in a pilot.

  1. Software & IT/OT convergence

    Middleware, API connectors, and edge-to-cloud pipelines that get operational data off the floor and into the systems that run the business.

  2. IoT & robotics orchestration

    Mixed-vendor fleets and sensor estates coordinated on one traffic plane, instead of one console and one integration per vendor.

  3. Private edge network

    Private LTE and 5G engineered around the payloads above it, so the software and the machines have something dependable to run on.

  4. People in the loop

    Camera feeds, sensor alerts, and push-to-talk in one operational picture, so the crew and the automation work from the same information.

Industries

Built for how you operate

All industries

Staffing

Need people, not a project?

Sometimes you already have the plan and just need the hands. Trilogy NextGen places vetted engineers, network specialists, and technicians directly into your team, drawn from the same bench that builds our own deployments.

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We build on the infrastructure you already know

  • Agilox
  • Nokia
  • SAP
  • Streamwide
  • Ericsson
  • Manhattan Associates

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News & Insights

What we are working on

All insights

Ready to stop integrating vendors?

Tell us what your operation needs to do next. We'll map the stack that gets it there, from the code down to the coverage, and deliver it with engineering teams in the U.S. and India that keep it moving across time zones.