Series / Construction role automation Role by role / Workflow by workflow

Job descriptions become workflows.

We take real construction roles, break the work into task groups, cost the repeatable load, then build isolated workflows with the right mix of automation, tool-using agents and human approval.

Radar chart comparing theoretical AI capability with observed AI usage across occupational categories.
Capability is not adoption. The series is about the work between those two lines.
Method / How each role is tested Evidence first / claims second
01 / Pull apart

Start with the job advert.

Responsibilities are grouped into capture, movement, checking, reporting, chasing, judgement, negotiation and relationship work.

02 / Score

Separate automation from approval.

Each task is scored against structure, rules, system access, exceptions, liability, site context and human judgement.

03 / Build

Build the workflow.

The repeatable parts are rebuilt as working flows with human checkpoints where responsibility should stay human.

04 / Fold in

Only keep what earns its place.

The useful patterns become Prekon-native. The failures become evidence about where the real blockers sit.

Labs / First sequence Live / Next / Planned
Article 01 / Live Published

The Electrician Is Safe. The Work Around Him Is Not.

The foundation piece. The trade is protected by physical skill, site judgement and responsibility. The repeatable operating layer around the trade is exposed.

Read article 01
Lab 01 / Next Document Controller

The human adapter between the subcontractor and the CDE.

Drawing revisions, registers, transmittals, issue logs, uploads, downloads, status chasing and approval checkpoints.

Workflow design next
Lab 02 / Planned Estimator

Tender packs into priced structure.

Scope extraction, missing-information flags, measurable items, labour constants, material lines, exclusions and risk notes.

Queued
Labs 03-06 / Planned Designer / QS / PM / Certs

The same project data moving through the business.

Design checks, valuation evidence, progress reporting, certification, O&Ms and handover as connected outputs.

Mapped after lab 01
Bring a role / Bring a workflow Prekon / Powered by PUG

Have a role that is drowning in repeatable work?