Document Intelligence

AI Proposal & RFP Agent

Win more bids without rebuilding proposals from scratch.

An AI agent that reads RFP and tender documents, builds a compliance matrix, retrieves relevant answers from your capability library, and drafts proposal sections for human review — dramatically reducing bid preparation time.

Best for: Agencies and similar teams

Workflow Pipeline
Inputs
RFP and tender documentsCapability libraryPast proposals
AI Agent
Process and structure dataApply validation rulesPrepare for human review
Outputs
Compliance matrixProposal draft sectionsRisk and gap flags
Human review before any action
The Problem

Responding to RFPs is slow, manual, and pulls skilled staff away from delivery. Teams rebuild similar proposals from scratch, struggle to track compliance requirements, and regularly miss opportunities due to time constraints.

AI Proposal & RFP Agent is built to automate the repetitive parts of this workflow — so your team spends time on decisions and outcomes, not on manual coordination and data entry.

How It Works

From raw input to structured output.

Input Sources

RFP and tender documents
Capability library
Past proposals
Team bios
Pricing templates
Case study summaries
Compliance checklists

Output Artifacts

Compliance matrix
Proposal draft sections
Risk and gap flags
Review workflow
Submission-ready document
Win/loss analysis notes
Core Features

Built to handle the workflow end-to-end.

01
RFP and tender document parsing
02
Compliance matrix generation
03
Capability library retrieval
04
Proposal section drafting
05
Risk and gap flagging
06
Human review workflow
07
Answer library management
08
Submission checklist
Human-in-the-Loop

AI prepares. Humans decide.

AI Proposal & RFP Agent does not take autonomous action on sensitive business processes. The agent prepares, structures, drafts, routes, and recommends — but humans review and approve before anything critical moves forward.

Every deployment includes AgentWatch monitoring for quality, cost, and drift — so you maintain visibility and control as the agent scales.

Prepare
Agent ingests inputs, processes data, structures outputs, and flags exceptions.
Review
Human reviews the prepared output, makes edits, and decides what moves forward.
Approve & Act
Approved outputs are exported, routed, or actioned in connected systems.
Monitor
AgentWatch tracks quality, cost, approval rates, and drift — continuously.

Commonly integrated with.

SharePoint
Google Drive
Microsoft Word
DocuSign
Salesforce
HubSpot
Notion
Slack
SharePoint
Google Drive
Microsoft Word
DocuSign
Salesforce
HubSpot
Notion
Slack
Who It Is For

Built for teams that need results, not experiments.

Agencies
consultancies
government contractors
construction and engineering firms
technology vendors
and any team that responds to formal bids
tenders
or proposal requests.
Success Metrics

KPIs tracked during every pilot.

We measure actual performance — not demo metrics. These categories are tracked before and after deployment so you can see the real-world impact.

Proposal turnaround time
Compliance coverage rate
Win rate improvement
Hours saved per bid
Pricing

Scoped to your workflow.

Every deployment is different. Pricing depends on workflow complexity, integration requirements, data readiness, and support level. We scope every engagement before quoting — no surprises.

No fixed packages Custom setup Ongoing support included AgentWatch included

Start with one workflow. Prove the ROI. Then expand.

Every Ikhora product runs on the same platform layer — orchestration, approval, monitoring, and integrations. Start where the ROI is clearest, then build your AI operations infrastructure.