Construction and trades enquiries can arrive through the website, e-mail, messaging apps and phone notes. Without one shared record, the team must reconstruct the pipeline across those sources.
A bounded first step is to make the intake path, ownership and exception queue observable before adding broader automation.
What to automate first
Start with one intake path: the moment an enquiry arrives until it exists as a structured record with an owner. That boundary can be tested without redesigning the wider sales process.
The approved source feeds one workflow. AI can classify each message — new project, maintenance request, supplier offer or spam — record the reasons and write a reviewable record into the CRM.
The blueprint, in phases
Phase 1 — Capture: connect one approved source to the workflow and reconcile accepted messages against the destination records.
Phase 2 — Classify and score: apply agreed work-type, service-area, fit and urgency rules; uncertain records go to review.
Phase 3 — Follow up: create a dated task or an approval-ready draft using timing and stop conditions agreed with the team.
Each phase has its own acceptance tests, so the team can stop or expand based on observed operating evidence.
What stays human
Site visits, estimates, pricing and negotiation stay with your team. The workflow's job is narrower: preserve the source, apply agreed intake rules and make the owner and next action visible.
A defensible acceptance target is operational: each valid test message creates one record, each record has a visible status, and exceptions can be reconciled against the original source. Response-time and commercial outcomes are measured after go-live.
A safer construction rollout sequence
Start with one channel and a short list of agreed qualification fields: work type, location, indicative scope, timing and contact details. Do not ask AI to infer technical feasibility or commercial value from a vague message.
Route uncertain and high-value work to estimating review. Routine service requests can follow a different queue, but price, capacity and bid decisions stay with the team. The workflow should expose what it knows and what it does not.
Measure capture completeness, time to assignment and records without a next action. These operational measures are more defensible than promising a specific conversion or response-time improvement before field data exists.
Construction intake checklist
- Work type and region are captured
- Estimator review gate is explicit
- Documents remain linked to the source
- Out-of-scope requests receive a controlled path
- No win-rate claim is inferred from automation