Construction workflows
Six priority workflows cover the most common estimating, delivery, vendor, reporting, and commercial control points. The complete 24-workflow library remains available for specialist and supporting needs.
Illustrative implementation pattern. These are real examples of working operating-layer patterns. What can be implemented in practice depends on authorized access, platform terms, data quality, security requirements, client participation, and agreed human-approval controls. Tools named in these patterns are possible components, not required products. Property, planning, tax, valuation, safety, biometric, engineering, and legal outputs require appropriate qualified review.
Recommended starting points
Begin where ownership, source evidence, handoff, or management visibility is already breaking down. Supporting growth and specialist patterns remain in the complete library below.
Working demonstrations
These demonstrations use representative data to show the operating view and review boundaries. They are not presented as client results or performance claims.
Bid due 18 Jul, 2:00 PM · current issue verified 14 Jul, 10:42 AM
| Queue item | Evidence | Owner | State |
|---|---|---|---|
| Addendum 03 | Portal / 10:42 | M. Chen | Review |
| Electrical scope | Estimator note | R. Patel | Clarify |
| Bid submission | Approved package | A. Lewis | Ready |
Complete workflow library
Choose a role, operating problem, or complexity level. Outreach and social workflows are retained as supporting extensions rather than presented as the centre of the construction operating offer.
Showing 24 of 24 workflow patterns
All routes remain available
Receive a new construction document, identify the correct revision, compare the change, route review, and connect approved impact to scope, cost, schedule, and affected parties.
Convert an awarded estimate into a controlled project setup with the accepted scope, budget basis, documents, assumptions, contacts, owners, and risks intact.
Connect approved budget, commitment, actual, forecast, billing, and progress records; reconcile them; identify exceptions; and issue a reviewed management view.
Build dashboards and reporting packs from governed metrics, connected sources, reconciliation, reviewed commentary, and issued versions.
Connect invitation intake, project matching, document control, estimator ownership, approval, submission, and outcome reporting.
Connect vendor identity, required documents, missing-item follow-up, accountable review, project handoff, and renewal dates.
Move authorized portal listings, notices, and documents through provenance, classification, matching, validation, and exception handling.
Keep login-only property, permit, planning, inspection, or tender portals synchronized with a governed database when the source offers no usable API.
Connect worker identity, employer, project assignment, induction, credentials, access zones, expiry dates, entry events, and exceptions without allowing an AI match to become final authority.
Connect parcels, zoning, overlays, planning applications, hazards, utilities, access, market context, and development assumptions into an early-stage opportunity screen.
Convert approved drawing sets into reviewable records for sheets, revisions, rooms, doors, windows, dimensions, tags, schedules, and source coordinates.
Give teams one governed research and drafting workspace that can route tasks across approved cloud or local models without moving the source of truth into any model vendor.
Turn an address into a source-linked property and neighborhood research pack covering ownership context, planning, demographics, hazards, nearby services, market indicators, and reported crime data.
Connect recorded transfers, licensed listing data, assessor values, market indexes, property characteristics, and comparable selection into one reviewable valuation evidence workflow.
Build a dated, source-linked view of parcel ownership, assessed values, exemptions, tax bills, payment status, transfer events, and calculation assumptions across fragmented local portals.
Turn approved drawings, BIM files, scans, photographs, product data, and survey control into governed 3D assets for visualization, training, planning, or digital-twin environments.
Connect dated site photos, 360 captures, drone imagery, drawings, BIM elements, locations, work packages, observations, and approved progress status into one auditable review flow.
Transform an approved opportunity record into consistent website, email, social, PDF, and graphic content without rewriting facts independently for every channel.
Identify the people responsible for estimating, preconstruction, operations, technology, or leadership, then verify current employment, role relevance, and outreach eligibility.
Bring email, forms, and approved messaging replies into one controlled queue that identifies intent, preserves history, routes ownership, and drafts the next action.
Turn a verified construction opportunity into a reviewed network of relevant local contractors, consultants, suppliers, and decision-makers without losing source or qualification evidence.
Convert a verified hiring event, project award, expansion, technology change, or operational signal into a relevant, approved outreach sequence connected to the CRM.
Monitor approved companies, projects, topics, and decision-makers, then turn relevant posts into researched, human-approved engagement opportunities.
Convert map listings, directories, websites, professional profiles, and existing spreadsheets into one renewable company database with evidence and verification status.
Reliable records, identifiers, relationships, sources, permissions, and freshness.
Stages, owners, rules, exceptions, handoffs, approvals, and audit history.
Approved APIs, exports, inbox rules, browser workflows, scripts, notifications, and document generation.
Classification, extraction, comparison, research, drafting, or recommendations where context is sufficient.
Review before sensitive communication, publishing, pricing, commitments, deletion, or high-impact updates.
Vendor-neutral reference stack
The exact stack follows existing systems, security requirements, budget, licensing, and technical ownership. Database and workflow contracts remain client-controlled so a provider can be replaced without rebuilding the source-of-truth layer.
| Layer | Possible tools | What remains authoritative |
|---|---|---|
| Operational database | PostgreSQL, Teable, Airtable, Microsoft Dataverse, or an existing ERP/CRM | Structured business records and relationships |
| Document storage | SharePoint, Google Drive, Autodesk Docs, Procore Documents, S3, Azure Blob, or Cloudflare R2 | Original files and issued versions |
| Search and retrieval | PostgreSQL full-text and pgvector, Azure AI Search, OpenSearch, Pinecone, or Qdrant | Search index only; not the legal source document |
| Workflow engine | n8n, Make, Zapier, Temporal, Power Automate, or reviewed application services | Workflow state in the operational database |
| Browser-only access | Playwright or an approved computer-use service using a dedicated account | External portal with retained provenance |
| Construction integrations | Procore, Autodesk Platform Services, accounting systems, email, SFTP, and controlled exports | Authority assigned field by field |
| AI providers | Approved cloud or local models selected by task | AI output remains a proposal or derived result |
| Model routing | An internal AI gateway, LiteLLM, or provider-specific adapters | Central prompts, schemas, evaluations, costs, and decisions |
| Reporting | Power BI, Metabase, Looker Studio, Tableau, or Teable dashboards | Metrics calculated from governed definitions and fields |
Workflow assessment
Map the current records, sources, owners, exceptions, restrictions, approvals, and desired outcome before selecting technology.
