AI architecture
25 Practical AI Workflows for Construction Businesses
The highest-value construction AI workflows start with a recurring job that already costs senior people time: searching, comparing, preparing a register, drafting correspondence or rebuilding status. Start with one workflow, keep the evidence and approval boundary visible, then expand.
Last reviewed: 23 September 2026 · General information only. Contractual, statutory, professional and safety decisions remain with the appropriate authorised people.
The construction problem
Where the work gets stuck
Teams are offered generic AI features when what they need is a reliable way to complete a specific piece of project or commercial work.
Current manual workflow
- 1Identify one recurring work item.
- 2Map the current inputs, checks and output.
- 3Decide what software may prepare.
- 4Name the human approval or escalation point.
AI-assisted workflow
- 1Run the work through a defined playbook.
- 2Create a structured output with evidence.
- 3Expose missing inputs and exceptions.
- 4Record review and improvement feedback.
What a good workflow needs
Inputs, checks and useful outputs
| Inputs | Checks | Outputs |
|---|---|---|
|
|
|
Human control
Every workflow has a named accountable reviewer before it can create an external commitment.
Example
How this looks on a real job
The 25 workflow cards below are a starting library, not a promise that every workflow is already a live, self-service TEMRIK product.
The 25 workflows
| Workflow | Input | AI prepares | Output | Human approval |
|---|---|---|---|---|
| Contract issue brief | Contract and schedules | Extract clauses and questions | Clause-referenced brief | Commercial/legal review |
| Subcontract alignment | Subcontract, tender scope, head terms | Compare obligations and exclusions | Alignment register | Execution decision |
| Scope comparison | Scopes, drawings, specifications | Group overlaps and gaps | Clarification matrix | Technical/commercial decision |
| Variation evidence pack | Instruction, drawings, records | Build evidence timeline | Variation register | Notice/value decision |
| Payment claim preparation | Claim, contract, prior records | Index support and exceptions | Assessment pack | Certification/payment |
| Invoice reconciliation | Invoice, PO, dockets | Match references and differences | Exception list | Payment approval |
| Tender comparison | Tender returns and scope | Compare inclusions and qualifications | Comparison schedule | Selection/negotiation |
| RFI preparation | Issued information and issue | Find context and draft question | RFI draft | Technical response/issue |
| Drawing change brief | Two issued documents | Extract visible changes | Change brief | Design verification |
| Meeting actions | Notes or recording | Separate decisions/actions/questions | Action register | Chair confirmation |
| Email thread brief | Thread and attachments | Extract commitments and open items | Thread brief | Send approval |
| Weekly project report | Registers and updates | Prepare status draft | Report draft | PM issue |
| Programme constraints | Programme and current records | List upcoming dependencies | Constraint register | Planner assessment |
| Procurement follow-up | Procurement schedule and emails | Identify late inputs | Follow-up actions | Commercial action |
| Site diary draft | Notes, photos, voice record | Structure dated observations | Diary draft | Supervisor verification |
| Defect close-out pack | Defect records and photos | Group evidence and status | Close-out pack | Inspection acceptance |
| Document brief | Named documents | Find passages and references | Document summary | Source-of-truth check |
| Obligation register | Contract documents | Extract explicit obligations | Register | Contract review |
| Notice checklist | Contract and event record | Identify stated triggers/dates | Checklist | Authorised notice |
| Correspondence draft | Approved facts and context | Prepare clear response | Draft email/letter | Human send approval |
| Risk register update | Reports, minutes, actions | Prepare risk candidates | Review queue | Risk owner decision |
| Project handover pack | Registers and completion records | Index outstanding information | Handover checklist | Acceptance |
| Lessons learned record | Approved project outcome | Structure lesson and evidence | Lesson record | Process owner approval |
| Playbook draft | Existing method and examples | Map inputs, checks, output | Playbook draft | Owner approval |
| Company context brief | Permitted project/company sources | Assemble relevant context | Source-linked brief | Access and use review |
Related resources
Sources and further reading