RFI Automation

RFIs Don't Have to Be
Black Holes.

Every request tracked. Every response grounded in your specs. Every decision logged for the record. From email intake to audit-ready closeout — automated.

Before RenderDraw
  • RFI arrives in shared inbox
  • Assigned manually (or forgotten)
  • Reply drafted from memory
  • No SLA tracking
  • Buried in email thread
  • No audit trail at closeout
With RenderDraw
  • Auto-captured from any channel
  • Classified & routed in seconds
  • AI draft from your specs
  • SLA timer starts automatically
  • Full thread logged
  • Audit package on demand
The Problem

The Problem With How RFIs Work Today

Every construction and manufacturing team knows the feeling. Requests pile up, deadlines slip, and when something goes wrong the paper trail is a mess of forwarded emails.

📷

Lost in Email

RFIs arrive in shared inboxes, get buried, and fall through the cracks. No one knows what's open versus resolved.

No Response SLA

Without automatic timers, overdue RFIs only get noticed after the damage is done — schedule slippage, costly rework.

📊

Manual Classification

Someone has to read every RFI, figure out who should answer it, and route it manually. That someone is usually already overloaded.

📄

Inconsistent Answers

Different engineers answer the same question differently. Contradictory responses create liability and confusion downstream.

🔒

No Audit Trail

When a dispute arises months later, nobody can reconstruct who said what, when, and based on which spec revision.

📈

Zero Visibility

Management has no real-time view of open RFI volume, team workload, or which requests are approaching deadline.

75%
Faster response time
100%
Requests tracked
0
Lost RFIs
Full
Audit trail
End to End

The RFI Workflow, End to End

Eight workflow blocks that transform a chaotic inbox into a traceable, defensible record — without removing human judgment from the decisions that matter.

1

Intake Trigger

Email, web form, or webhook. Any channel, one queue.

Trigger
2

AI Classification

Subject, urgency, trade, and spec section extracted automatically.

AI
3

Smart Routing

Rules assign to the right reviewer based on trade and project.

Decision
4

Knowledgebase Query

Semantic search surfaces relevant spec passages and prior answers.

AI
5

AI Draft

Response drafted from your actual documents. Sources cited.

AI
6

Human Gate

Engineer reviews, edits, approves or escalates. Never skipped.

Gate
7

Response Delivery

Response sent through email, portal, or project-system callback.

Proposal
8

Audit Log

Full event record written, SLA closed, and closeout evidence retained.

Log
Human in the Loop

AI Drafts. Humans Decide.

The workflow is designed so that AI accelerates the work that slows engineers down — research and drafting — while keeping humans in control of every response that goes out the door.

What AI Does

  • Reads and classifies the incoming request
  • Searches your knowledgebase for relevant passages
  • Drafts a response grounded in those passages
  • Cites which document each claim comes from
  • Flags low-confidence passages for reviewer attention
💡
Why citations matter: When a reviewer can see exactly which spec section the draft is based on, they can approve in seconds or pinpoint exactly what needs to change. No guessing, no starting from scratch.

What Humans Do

  • Review the draft with full source context
  • Edit any part of the response
  • Approve and send — or reject and reassign
  • Escalate complex items to a second reviewer
  • Mark items that need a field visit or RFP clarification
Approve Edit & Approve Reject Escalate Defer
Capabilities

Everything You Need to Run RFIs at Scale

📬

Multi-Channel Intake

Capture RFIs from email, web forms, webhooks, or direct API. All land in one queue with consistent structure.

Setup guide →
🧠

AI Classification

Trade, urgency, spec section, and project — extracted automatically so nothing needs to be manually sorted.

See how →
📚

Knowledgebase-Grounded Drafts

AI responses reference your actual specs, shop drawings, and prior RFI archive — not general knowledge.

KB setup →

SLA Escalation

Automatic timers start on intake. Overdue items escalate up the chain. Nothing slips silently past deadline.

Tracking →
📌

Immutable Audit Trail

Every event — intake, classification, routing, draft, edit, approval — timestamped and stored. One-click export for closeout.

Audit log →
📊

Live Analytics

Response time trends, team workload, overdue counts, and AI draft acceptance rate — all on one dashboard.

Analytics →

Go Deeper

Related Workflows

Ready to Close the Black Hole?

Start your free trial and run your first RFI workflow in under 30 minutes.