Industrial Operations

AI for Industrial Operations

We map how your operation runs and build AI into the work from quote to job to report, so your team can take on more jobs.

For distribution and wholesale, logistics and transport, manufacturing, asset maintenance and field services businesses, from owner-operators to about 200 staff. The people in your first meeting do the work.

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Clients across New Zealand, Australia, Hong Kong and Singapore

  • Hunter Campbell
  • Potentia
  • Evergreen Landcare
  • Quantem
  • Nomadtika
  • Bridge It NZ
  • Nilo
  • OT&P Healthcare
  • Stoneview Capital
  • Niatross Investments
  • Business Succession Partners

The Challenge

Where Operations Get Stuck

Admin is lean next to the field and the floor, and growth stalls on the paperwork around each job.

  1. Pricing Lives in One Head

    One long-serving person knows how jobs get priced and planned. When they're away, quotes wait. When they leave, the knowledge goes too.

  2. The Same Data, Keyed Twice

    Job sheets and inspection forms come back late or on paper. The office keys them in again, and errors creep in.

  3. Systems That Don't Fit the Work

    Dispatch, job and CRM packages were meant to fix this, but the real process still runs on spreadsheets, phone calls and memory.

  4. AI Without Guardrails

    Some staff use AI on their own and Copilot licences sit unused. Nobody wants AI that's confidently wrong on pricing or safety.

We fix the process first, and a person checks every quote, job and report before it's used.

Where Operators Start

AI Foundations, Then Quotes and Jobs

Each phase has a fixed fee and a clear scope before it starts.

  1. AI Foundations

    3 to 4 weeks

    Guardrails in place before staff use AI, and something working within weeks.

    • How the operation runs, mapped into a roadmap
    • An AI platform set up with your company's context
  2. Implementation Sprints

    3 to 6 weeks each

    Each sprint covers one area, usually quoting, job creation or inspection forms.

    • Discovery and scope in week one
    • Workflows tested with the people who use them
  3. Ongoing Support

    After go-live

    We keep the workflows current as your operation and the AI tools change.

    • 2 to 3 months of tuning after go-live
    • Then optional managed AI services

What We Build

The Work We Build AI Into

Each workflow runs on your own rate library, procedures and past jobs.

Quotes and Pricing

We draft quotes from your rate library and past jobs for an estimator to check. Nine quoters at one client now share one quoting workflow.

Jobs and Field Records

Crews speak job sheets on site, and the office gets structured records. Accepted quotes become jobs without retyping.

Inspections and Maintenance

AI reads handwritten inspection forms and flags defects for a coordinator. Your team can also search manuals for procedures.

In Their Words

It's given me much greater insight into applying AI than if I'd tried to do it myself.

Peter Jamieson, General Manager

Practical Questions

Pricing, Safety and Working Together

We're based in Auckland and work across New Zealand and Australia, in person and remotely.

How do you stop AI getting pricing or safety wrong?

Each workflow runs on your own rate library, procedures and past jobs, not the open internet. A person checks every output before it's used, and each workflow has an owner on your side.

Will our field team actually use it?

We build around how they already work, so job sheets can be spoken rather than typed. Each workflow is tested with the people who'll use it before it goes live.

Can it work with our job management or dispatch system?

We build AI into the systems you already run, such as job management, dispatch, accounting software and Microsoft 365. Where a workflow needs an integration, we build it and test it with your team.

What happens to the know-how when experienced staff leave?

It stays with the business. Pricing, procedures and the way the work gets done go into one company knowledge base, held in your own systems.

What does it cost?

AI Foundations and each implementation sprint have a fixed fee, agreed before work starts.

A Good Place to Start

Bring the Work You Want to Improve

Thirty minutes on how your operation runs. No preparation or project brief needed.

Book a Call hello@elab.co.nz