AI-ready workflows for field operations, time, safety, estimating, reports, and marketplace products.
The AI Center models future modules, guardrails, workflows, provider boundaries, and marketplace readiness. No AI provider, model, API key, prompt runtime, or backend workflow is connected.
AI modules
11
Provider adapters
7
Connected providers
0
Photo Analysis
Future vision workflow for reading site photos, identifying progress signals, and surfacing missing context.
Inputs
Site photos, Project context, Task metadata
Outputs
Detected conditions, Progress hints, Follow-up questions
Daily Report Generator
Future report drafting from tasks, notes, photos, weather, crew activity, and time entries.
Inputs
Field notes, Tasks, Photos, Weather, Time entries
Outputs
Draft daily report, Missing-data warnings, Review checklist
Task Suggestions
Future task recommendations from project stage, incomplete work, site observations, and prior templates.
Inputs
Project template, Milestones, Open tasks, Notes
Outputs
Suggested tasks, Priority hints, Crew assignment prompts
Schedule Optimization
Future scheduling assistant for sequencing work, crew availability, site constraints, and weather conditions.
Inputs
Milestones, Worker availability, Weather, Dependencies
Outputs
Schedule options, Conflict warnings, Crew load balance
Material Estimation
Future material estimation from project details, takeoff inputs, calculators, and marketplace templates.
Inputs
Measurements, Drawings placeholder, Calculator outputs, Scope notes
Outputs
Material estimate, Assumptions, Variance warnings
Risk Detection
Future risk signals for delays, missing reports, safety patterns, incomplete photos, and schedule conflicts.
Inputs
Activity feed, Reports, Time entries, Safety forms
Outputs
Risk flags, Recommended review, Escalation prompts
Voice Notes
Future voice capture for field notes, task updates, report comments, and hands-free documentation.
Inputs
Audio note, Project context, Worker profile
Outputs
Transcript, Suggested note, Action items
Report Summaries
Future executive and project summaries across daily reports, activity, labor time, photos, and issues.
Inputs
Daily reports, Activity timeline, Timesheets, Project metrics
Outputs
Summary, Highlights, Open issues
Safety Assistant
Future assistant for safety forms, toolbox meetings, site risks, weather warnings, and compliance prompts.
Inputs
Safety forms, Site conditions, Weather, Training content
Outputs
Safety prompts, Checklist suggestions, Training links
Equipment Analysis
Future equipment insight from photos, usage notes, maintenance records, and project activity.
Inputs
Equipment photos, Maintenance notes, Usage history
Outputs
Condition notes, Maintenance prompts, Utilization hints
Future AI Marketplace
Future marketplace category for AI workflows, assistants, templates, estimators, plugins, and subscriptions.
Inputs
Product metadata, Licenses, Compatibility, Subscription tier
Outputs
AI product listing, Access rules, Install placeholder
Future AI Workflows
Workflow placeholders show how modules can connect across Field, Time, Marketplace, Academy, and future Estimating.
Field day to reviewed report
Photos, notes, tasks, weather, and time entries become a reviewable report draft.
Risk signal to safety review
Risk detection can point to safety assistant prompts, checklist recommendations, and training placeholders.
Estimate to marketplace tooling
Material estimation can connect future calculators, takeoff tools, templates, and AI marketplace products.
Provider-neutral safety boundary
No provider SDKs, API keys, model names, prompts, embeddings, or background jobs are connected.
Future modules should require explicit product permissions, source traceability, human review, and audit logs.
Safety, estimating, and risk features need policy controls before production use.
Governance Placeholders
These items define the controls needed before live AI features exist.
Human review
AI output should be treated as a draft or recommendation until a permitted user confirms it.
Source traceability
Reports, summaries, and risk flags should link back to source notes, photos, time entries, or forms.
Data boundaries
Future provider integrations must define retention, training use, redaction, region, and tenant isolation.
Safety and legal review
Safety, estimating, and risk modules need disclaimers, policy controls, and review workflows before launch.
AI Provider Adapter Placeholders
Provider connections are intentionally absent. These boundaries keep future AI integrations replaceable and auditable.
Model router
Future provider-neutral routing for vision, language, planning, voice, and estimation models.
Vision provider
Future image analysis boundary for site photos, equipment photos, and evidence review.
Language provider
Future text generation, summarization, task suggestions, and report drafting boundary.
Voice provider
Future transcription and voice note processing boundary with privacy controls.
Embeddings and retrieval
Future search, knowledge retrieval, documentation, and project context boundary.
Evaluation pipeline
Future quality checks, regression tests, prompt versioning, and output scoring.
AI audit log
Future source, prompt, output, approval, edit, and provider event tracking.
Integration rule
Future AI work should connect through adapters only. Product UI should never call providers directly or store secrets in frontend code.