A dense wall of stone and brick city buildings in late sun, seen from across the street

AI workers for
modern services firms.

Spawnlabs runs the administrative and commercial work of services businesses, on frontier technology and alongside your team.

A worker for every part
of the back office.

Most firms start with one of these. From there, the workers take on more of the office as they learn how your firm runs.

Win work

Bids and proposals

Finds the work worth bidding, puts the package together and sends it in on time.

Stay licensed

Permits and licences

Gets the licences, registrations and certifications you need to operate, files and pays for them, and renews them before they lapse.

Know your firm

Documents and knowledge

Every paper filed where it belongs, in one place the whole firm can ask. Answers come from your own records, with the page they came from.

Get paid

Invoicing

Invoices that are right the first time, followed up until paid and matched in your books.

Built to be trusted with the work.

The workers act like your best operator would: they finish what they start, show their working, and never send anything that needs a person without one.

Runs on its ownWorkers pick up the work as it arrives and carry it through, day and night, without being prompted.
Hands you only what needs a personSignatures, approvals and judgement calls come to your team early, with everything needed to decide.
Works in your toolsEmail, client portals, accounting, drives and spreadsheets. Nothing new for your people to learn.
Adapts to how you runIt learns your formats, your clients and your way of doing things, and gets sharper with every job.
Every action on the recordSee what was done, when and why. Nothing leaves the building without the audit trail behind it.
Private by defaultYour work stays yours. Each firm’s records are kept apart, and only your team can see them.

From our customers.
Operations, at scale.

How one of the largest mid-term housing platforms uses Spawnlabs to scale its operations.

Run a better firm
with Spawnlabs

24/7

Workers run day and night, weekends and holidays included

How the workers run
1

worker is all it takes to start, on the work that is leaking most

Getting started
4

kinds of work to start with: bids, permits, documents and invoicing

The workers
0

new tools for your team to learn. The workers use the ones you have

Email, portals, accounting
349,000

new workers US construction must find in 2026 alone. Hiring will not keep up

Associated Builders and Contractors

For firms that win work and deliver it in the real world.

Contractors and tradesGeneral, specialty, electrical, mechanical, civil.
Engineering and technical servicesDesign, commissioning, testing and inspection.
Energy and infrastructurePower, grid, pipeline, water and telecoms.
Facilities and maintenanceRecurring service contracts across many sites.
Environmental and field servicesSurveys, remediation and site work.
Industrial servicesFabrication, installation and turnaround.
A city avenue at sunset between tall buildings

Give the long-running work
to workers that never stop.