Reads the documents your project produces, checks the work, and drafts the answers.
teon reads everything your project produces: specifications, drawings, ITP submissions, RFI threads, registers, geotech reports, email correspondence. Every output traces back to its source.
Spec lookups, lot reviews, drawing searches, RFI threads, onboarding a graduate, spotting patterns across lots. Different jobs, one workmate, all working from the documents your project already has.
Drop in a contractor's lot submission. teon extracts the ITP, checks every hold and witness point against the spec and the evidence in the document, and drafts a complete review. You confirm, override, or flag for investigation.
Three depths: quick answer, multi-document analysis, or full engineering context with general knowledge. Every claim has the clause and the page.
Search by description, drawing number, series code, structure ID, and chainage at once. teon understands what's drawn, not just the title block.
A graduate joins mid-project. Instead of a fortnight of "ask the senior engineer everything," they ask teon, get cited answers from the project's full document history, and click through to the source.
teon reads the email thread, finds the disputed clause in the spec, cross-references the contractor's submission, and gives you the answer with the receipts.
Once you've reviewed enough lots, teon surfaces the systemic. "Witness point notifications missing across all drainage lots." "This subcontractor fails compaction 40% more than average."
Manual lot reviews mean reading the submission, looking up clauses, finding the test results, checking sign-offs, then writing it all up. It takes hours per lot and adds up to days every month. teon does the same work in a few minutes and hands you a drafted review to sign off.
A contractor's tick counts differently to a superintendent's sign-off, and teon knows the difference.
Every finding is calibrated for evidence quality, and the review can't be submitted until you've signed off every item.
A complete deliverable: per-item PASS / FAIL / INCONCLUSIVE verdicts with cited evidence, an executive summary, a full audit trail of every confirm / override / flag-for-investigation decision, and cross-lot pattern reports as more reviews accumulate.
Pilot teams get direct access to the engineering team, real influence over the roadmap, and beta-rate pricing held through general availability. We're choosing the first cohort across Australian civil firms and authorities through 2026.
Issues raised on a Monday are usually patched by Friday. You're not lodging support requests; you're having engineering conversations with the people building teon.
The next feature the workmate learns is the one pilots are asking for. Pilot conversations directly shape priority across the roadmap below.
Beta-rate pricing locked through general availability. No migration to GA-tier pricing when the product graduates; you keep the early-access economics.
Here's what's coming next, and what comes after that. Each new skill is another job your team won't have to do by hand.
Drop in a contractor's traffic guidance scheme or traffic management plan. teon checks it against your project's traffic management guidelines, and drafts findings: missing signage, inadequate buffer zones, taper lengths against speed environment.
Contractor's monthly progress schedule checked against the contract baseline. teon flags slipping critical-path activities, sequence violations, missing predecessor links, and logic changes that weren't formally requested. Surfaces what the schedule is telling you the contractor isn't.
Contractor's monthly progress claim checked against the contract bill of quantities, schedule of rates, and work actually completed. teon flags items claimed at the wrong rate, quantities exceeding the BOQ, work not yet certified, and variations claimed without an approved order.
Read incoming RFIs from contractors, retrieve the clauses they reference, link them to related correspondence and design context, and draft a response for engineer review. For projects fielding 20–50 RFIs per month.
Each new drawing revision checked against the previous version. teon flags what changed and what's affected: lots already approved that now show inconsistencies, ITPs whose hold points reference the changed area, RFIs that asked about the same detail.
teon ships with the state road-authority specifications you reference every day. You bring the Australian Standards your firm licenses, and you upload everything your project produces. All three streams are indexed, cross-referenced, and citable in the same workspace.
Federal authorities and other jurisdictions being added through 2026. Tell us what you need.
Australian Standards are licensed by Standards Australia and we can't redistribute them. Upload the AS standards your firm subscribes to (AS 1379, AS 3600, AS 5100, AS 1289, etc.) and teon links them into the cross-reference graph the moment they're indexed.
Project specifications, drawings, ITP submissions, lot conformance packages, geotech reports, RFI logs, NCR registers, email correspondence, schedules, design review packs: anything your team produces. Indexed, cross-referenced, and citable in the same workspace.
Every sentence teon generates is grounded in a retrieved passage. Click a citation to jump to the exact clause. Every drafted review (lot, traffic plan, schedule, claim, or anything else) waits for your decision before submission.
Answers cite the smallest defensible unit. Not "MRTS70" but "MRTS70 §7.1.2 with cross-reference to AS 1379 §6.4."
teon weighs the evidence behind a finding, not just whether the AI is sure of itself. A contractor's tick counts differently to an independent sign-off, and teon won't pass a check that hasn't been properly verified.
Nothing leaves your workspace as a final document until an engineer has reviewed and signed off. The audit trail records every confirmation, override, and flag for investigation.
Every teon skill is reviewed by RPEng and CPEng-registered engineers before it ships, and again as new outputs are tested. Engineer accountability is part of the development loop, not bolted on at the end.
teon is priced per organisation, billed monthly. The base platform covers every user; workmate skills (Lot Review, traffic, schedule, claim) are activated separately as you need them. Find the profile closest to yours below, then talk to us for a quote that matches your project portfolio.
Per-organisation monthly subscription. Lot Review activated on demand.
Per-organisation subscription with multiple skills activated. Workspace per project, shared library across the firm.
Per-organisation, per-project, or on-premise. All skills available, scaled to your portfolio.
Your project documents carry contractual and professional weight. teon's security posture is built into the architecture, not bolted on by policy. Each promise below is tagged for what's shipping today and what's committed by general availability.
Australian-hosted by default. Enterprise customers can specify region. No data leaves Australia without explicit opt-in.
Each organisation's workspace is isolated from every other customer's. Access is controlled per project, role, and user — only people you authorise can see what's inside.
Your documents are encrypted while stored and while moving. The same encryption used by online banking and government services.
Daily encrypted backups. If something goes wrong on our side, your project corpus and reviews are recoverable to within 24 hours.
Documented incident response. If a security incident affects your data, you'll be notified within 24 hours with a clear account of what happened and what we're doing about it.
We will never use your project documents, queries, or any other data to train AI models. Not now, not ever.
For organisations that need their data to stay completely inside their own network, teon can run on a local AI model installed on your infrastructure. Your documents never leave your network, never go to a cloud AI provider, and never touch the public internet.
Bring your team's logins from Microsoft, Google Workspace, or Okta. New starters get access automatically; departures lose access automatically.
Australian Standards are licensed by Standards Australia and we can't redistribute them. Upload the AS standards your firm subscribes to and teon indexes them inside your workspace. They're not shared with other tenants and they sit alongside your project corpus in the cross-reference graph.
Most things your project produces: specifications, drawings, ITP submissions, lot reviews, geotech reports, RFI logs, NCR registers, email correspondence, schedules, design review packs, and contracts. PDFs, Word documents, spreadsheets, slide decks, CSVs, and Outlook emails are all supported. Native CAD files (DWG / DXF / IFC / Revit) need to be exported to PDF first; native CAD support is on the roadmap.
No. teon is decision-support, not a decision-maker. Every Lot Review finding waits for an engineer's confirm / override / flag-for-investigation decision before submission, with a complete audit trail. The engineer signing off carries the professional and legal responsibility.
No. Your project corpus is isolated per workspace and is never used to train AI models. Not now, not ever.
Pricing is per organisation, billed monthly, with the option of per-project subscriptions for project-funded customers. Specific pricing is tailored to your firm's size and the workmate skills you activate.
A typical pilot deployment goes live in 1–2 weeks. We handle setup and onboarding from our end. Your team uploads project documents through the web interface or via drag-and-drop. No IT involvement is required beyond the initial account setup, which we'll coordinate with you.
teon is a product of Arrayen, a Brisbane-based team of engineers and problem solvers. We've stood on the sites, managed the projects, and lived with the data problems we now solve, with active research at the University of Queensland keeping the work grounded.
Leave your details and we'll arrange a short intro call to talk about your firm, your projects, and where teon fits.