Professional services · Documents and back office
Proposal and RFP response engine
Draft compliant proposals and RFP responses from your past work, CVs and case notes, with citations and formatted Word and PowerPoint output for partner review.
- ClaudeAnthropic
- GeminiGoogle
- Typical timeline: 4–6 weeks
The problem
Proposals and RFP responses are rebuilt from scratch, and partners spend nights formatting and searching for old work.
- The best past answers are hard to find.
- Compliance matrices are checked by hand.
- Formatting eats the time meant for strategy.
How we solve it
Claude retrieves your relevant past proposals, CVs and case notes, drafts a compliant response with citations, and produces formatted Word and PowerPoint files for partner review.
It plugs into Microsoft 365 or Google Workspace, SharePoint, Notion or Confluence, HubSpot or Salesforce and Document management, so nothing you rely on today is replaced. The architecture below shows each step and which model does the work.
Architecture
From your stack, through the AI layer, to numbers you can track
Your stack
- Microsoft 365 or Google Workspace
- SharePoint, Notion or Confluence
- HubSpot or Salesforce
- Document management
AI layer
Softpiper AI layer
- Claude
- Gemini
- Read the RFP, using Claude Opus · PDF input
Requirements are extracted into a compliance matrix.
- Retrieve past work, using Claude connectors
Relevant proposals, CVs and case notes are retrieved from SharePoint, Drive or Notion.
- Draft with citations, using Claude Opus
Each answer is drafted and cited to the source it reuses.
- Format, using Agent Skills (docx, pptx)
Responses are produced as formatted Word and PowerPoint files.
- Research, using Gemini Notebook
Associates explore the source pack in a grounded notebook.
- Partner sign-off, using Review workflow
Partners review, edit and approve; approved answers go back into the library.
Outcomes you measure
- Hours per proposal
- Proposals submitted per month
- Compliance-matrix completeness
- Win-rate trend
Why this model
Claude and Gemini, each where it leads
Claude's top models handle long, multi-document drafting with citations, and Agent Skills output formatted Word and PowerPoint files. For your wider team, Claude Enterprise adds SSO, SCIM and audit logs.
Gemini Notebook gives associates a source-grounded research space over each opportunity's source pack.
Delivery
What you get, how long it takes, and how we keep it safe
Guardrails
- Confidentiality walls per client and matter.
- No client data in consumer AI tools.
- A partner signs off every submission.
- Every reused claim cites its source document.
Plus the guardrails on every build: facts from your systems, approvals for writes and money, a human one step away, audit logs and evals. See all
Deliverables
- Content library and retrieval
- Compliance-matrix extraction
- Drafting workflow with citations
- Word and PowerPoint templates
- Optional Claude Enterprise rollout plan
Typical timeline
- Library, drafting workflow and templates4–6 weeks
A planning range for a first production release. We confirm scope, price and dates in a tailored proposal.
KPIs to track
- Hours per proposal
- Proposals submitted per month
- Compliance-matrix completeness
- Win-rate trend
- Reuse rate of approved content
Goals we agree with you and measure from a baseline. They are what we track, not results we promise.
Related services
The services behind this playbook
AI product engineering
From prototype to production: RAG, copilots, multimodal features and the evals that keep them honest.
View serviceConsulting
Clear advice on where AI pays off, which models and platforms to bet on, and how to roll it out safely.
View serviceIntegrations
Connect your CRM, ERP, commerce, payments and messaging so data moves once, correctly.
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Pip · Softpiper's AI
Ask Pip about this playbook
Ask Pip how this would work for you
Pip is Softpiper's AI. Tell it what you run today and it will walk through how this playbook fits, what we would build first and a tailored price range. Or book a call with the team.