
AI workers for
modern services firms.
Spawnlabs runs the administrative and commercial work of services businesses, on frontier technology and alongside your team.
Not software you operate.
Workers that do the work.
Each worker carries a job end to end and hands your team a finished draft.

- Notice212 pages read · 64 requirements
- LicenceState electrical · current to 2028
- Past workSimilar job, 2025 · reference ready
- Pricing38 lines · $1.38M
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 workSwitchgear replacement
Replace two medium-voltage switchboards at the treatment works, with outage planning and commissioning.
Three new tenders match your licences. This one is the strongest fit. Start the response?
Tenders and proposals
Finds the work worth bidding and drafts the response.
Get paidInvoicing and collections
Invoices right the first time, followed until paid.
Stay eligible- Form completed
- Fee paid
- Submitted to the city
- Confirmation filed
Compliance, permits and licences
Licences, registrations and filings, never lapsed.
Know where you standOctober: margin held on 12 of 14 jobs.
Revenue billed was $3.4M against a plan of $3.2M. Two jobs ran over on labour; both are explained below. Cash came in six days faster than September.
Jobs
| Job | Contract | Complete | Margin |
|---|---|---|---|
| Clinic fit-out, phase 2 | $1.92M | 61% | 21.3% |
| Campus maintenance | $640k | Rolling | 17.8% |
| Pump station controls | $410k | 84% | 9.6% |
| Switchgear replacement | $1.38M | Bid | — |
Margin, last seven months
Decisions this week
- Approve overtime on the pump station to hold the handover date.
- Chase the retainage release on the clinic, now 30 days late.
- Go or no-go on the switchgear tender, due in 12 days.
Records and reporting
The record, turned into the reports partners ask for.
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.
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
Workers run day and night, weekends and holidays included
worker is all it takes to start, on the work that is leaking most
kinds of work to start with: bids, billing, compliance and reporting
new tools for your team to learn. The workers use the ones you have
new workers US construction must find in 2026 alone. Hiring will not keep up
For firms that win work and deliver it in the real world.
