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Proposal Specialist

Agent knowledge map

Sophia - Proposal Specialist

Sophia uses public business knowledge about proposal specialist workflows without exposing private prompts or customer workspace data.

Meet the AI workforce

Core workflow

How Sophia uses public knowledge

  1. 01 Read approved context

    Public knowledge helps Sophia support this step without exposing internal prompts or customer-specific data.

  2. 02 Prepare the work

    Public knowledge helps Sophia support this step without exposing internal prompts or customer-specific data.

  3. 03 Show evidence

    Public knowledge helps Sophia support this step without exposing internal prompts or customer-specific data.

  4. 04 Request approval

    Public knowledge helps Sophia support this step without exposing internal prompts or customer-specific data.

  5. 05 Hand off cleanly

    Public knowledge helps Sophia support this step without exposing internal prompts or customer-specific data.

Knowledge areas

Public knowledge used by Sophia

AI Agents AI Agents for Business AI agents are software workers that use context, connected tools and structured workflows to help businesses complete work across sales, CRM, support, finance and operations.
Olivia, Ethan, Sophia
AI Agents AI Workforce An AI workforce is a team of specialized AI agents that work together across your business - helping with leads, CRM, inbox, proposals, tasks, support, marketing, finance and operations.
Olivia, Ethan, Sophia
AI Agents AI Sales Backoffice Explain how AI agents support sales admin, CRM, follow-ups and proposals.
draft Olivia, Ethan, Lucas
AI Agents How AI Agents Use Tools Explain that Crewlee agents use connected tools and APIs instead of guessing.
draft Olivia, Ethan, Sophia
AI Agents Agent Memory Explain short-term context, workspace memory, entity memory and outcome learning.
planned Olivia, Ethan, Sophia
AI Agents Human Approval for AI Agents Explain how humans stay in control of sensitive actions.
draft Olivia, Ethan, Sophia
AI Agents AI Agent Quality Control Explain evidence, confidence, validation, feedback and evaluation.
draft Olivia, Ethan, Sophia
Data Quality Source of Truth for AI Agents Explain why agents need approved sources and live data.
draft Olivia, Ethan, Sophia
Data Quality Data Readiness for AI Agents Explain what data a company needs before agents can produce high-quality output.
draft Olivia, Ethan, Sophia
Discovery Workspace Blueprint Explain how Crewlee turns business discovery into a configured workspace.
draft Grace, Noah, Olivia
Discovery From Website to Workspace Explain how a website scan can become business profile, ICP and workflow setup.
planned Grace, Noah, Olivia
Data Quality Agent Readiness Score Explain how connected data improves agent quality.
planned Olivia, Ethan, Sophia
AI Agents Connected Tools for AI Agents Explain CRM, inbox, calendar, docs, finance and analytics connections.
planned Olivia, Ethan, Sophia
Data Quality Knowledge Base for AI Agents Explain how documents, brand guides and policies become useful AI context.
planned Olivia, Ethan, Sophia
AI Agents AI Agent Evidence Explain why every recommendation should show evidence, sources and missing data.
planned Olivia, Ethan, Sophia
AI Agents Confidence Scores for AI Agents Explain confidence levels and when human review is needed.
planned Olivia, Ethan, Sophia
AI Agents AI Agent Feedback Loop Explain how accepted/rejected suggestions improve future outputs.
planned Olivia, Ethan, Sophia
Sales Deal Risk Signals Explain stalled deals, missing next steps, objections and proposal silence.
planned Ethan, Sophia, Emma
Sales Sales Objection Handling Explain how objections should be detected and addressed.
planned Ethan, Lucas, Sophia
Sales Proposal Workflow Explain how a deal becomes a proposal.
draft Sophia, Ethan, Ava
Sales Proposal Readiness Explain what information is needed before drafting a proposal.
planned Sophia, Ethan
Sales Proposal Structure Explain sections of a good proposal.
planned Sophia
Sales Pricing Packages Explain package options, scope and pricing clarity.
planned Sophia, Emma, Hugo
Sales Value-Based Proposals Explain selling value instead of listing tasks.
planned Sophia, Ethan
Sales Proposal Follow-Up Explain how to follow up after a proposal is viewed or ignored.
planned Sophia, Ethan, Lucas
Operations Proposal to Onboarding Handoff Explain what happens after a proposal is accepted.
planned Sophia, Ava, Mia
Automation Email Thread Summarization Explain how long conversations become useful context.
planned Lucas, Ethan, Sophia
Operations Agent-Created Tasks Explain how AI agents create internal tasks safely.
planned Olivia, Ethan, Sophia
Operations Client Onboarding Workflow Explain how a won deal becomes active client work.
draft Ava, Mia, Zoe
Operations Customer Success Handoff Explain handoff from sales to success, support and finance.
planned Ava, Sophia, Jake
Operations Meeting Preparation Explain how AI prepares meeting context.
planned Mia, Ethan, Sophia
Research Document Analysis Explain how uploaded docs become structured insights.
planned Grace, Sophia, Jake
Research Competitor Pricing Analysis Explain analyzing competitor pricing carefully.
planned Victor, Sophia, Emma
Sales Tender Analysis Explain reading and summarizing tender opportunities.
planned Aria, Grace, Sophia
Procurement Quote Requests Explain drafting supplier quote requests.
planned Leo, Sophia
Finance Deal to Invoice Explain converting won deals into invoice drafts.
planned Hugo, Sophia, Emma
Automation Lead to Customer Workflow Explain the full workflow from lead to paid customer.
draft Olivia, Noah, Ethan
Automation Inbox to Proposal Workflow Explain how a positive reply becomes a proposal.
planned Lucas, Ethan, Sophia
Operations Deal Won to Onboarding Explain the handoff after a deal is won.
planned Ethan, Sophia, Ava
Finance Proposal to Cash Explain proposal, acceptance, onboarding, invoice and payment.
planned Sophia, Ava, Hugo
AI Agents Agent Handoffs Explain how Crewlee agents pass work to each other.
draft Olivia, Ethan, Sophia

Data Sophia needs before acting

  • Approved business context and source notes
  • Connected CRM, inbox, calendar, docs or finance data where relevant
  • Clear approval boundary for customer-facing or financial action
  • A record where the output can be reviewed later

Used by Crewlee agents

How this knowledge becomes agent work

These public agent cards explain roles at a high level. They do not expose internal prompts or private rules.

Inbox Manager Lucas

Lucas uses public business knowledge about inbox manager workflows without exposing private prompts or customer workspace data.

 Customer Success Ava

Ava uses public business knowledge about customer success workflows without exposing private prompts or customer workspace data.

 Meeting Coordinator Mia

Mia uses public business knowledge about meeting coordinator workflows without exposing private prompts or customer workspace data.

Build your AI crew with Crewlee

Start by connecting the public knowledge areas, data sources and approval boundaries that matter most.

Open Crewlee workspace Explore Knowledge Hub