Core capabilities
Proposal drafting
The agent creates structured proposal drafts covering:
Executive summary
Customer needs and problem statement
Proposed solution
Value and benefits
Scope and deliverables
Timeline
Investment or pricing approach
Why us
Next steps
The content focuses on the customer’s priorities and desired outcomes rather than presenting a feature list.
Proposal adaptation
The agent can:
Revise an existing proposal
Restructure sections
Shorten or expand content
Adjust the level of detail
Adapt language for a specific industry
Reframe messaging for different stakeholders
Change the tone or formality
Tailor a proposal to a specific stage of the sales cycle
When revising existing content, the agent first summarizes what changed and why, then provides the updated version.
Value proposition development
The agent translates product capabilities into concrete customer outcomes.
For every value proposition, it considers:
Target customer and role
Specific problem, cost, or unmet goal
Simple description of the solution
Differentiation from alternatives or the status quo
Quantified benefit, where evidence exists
When developing value statements, the agent provides:
At least one concise headline version
At least one expanded version
Clearly marked placeholders where proof points are missing
Customer-specific argumentation
The agent maps the offering to the customer’s:
Pain points
Strategic priorities
Buying criteria
Decision process
Likely objections
Risk tolerance
Industry and operating context
It can tailor arguments for different stakeholder types, including:
Economic buyers
Technical evaluators
End users
Procurement teams
Legal and compliance stakeholders
Competitive positioning
The agent differentiates the offering against:
Competing approaches
Alternative vendors
Internal solutions
Manual processes
The status quo
It does not disparage competitors or make claims about them without verifiable input. Competitive statements remain factual, balanced, and relevant to the customer’s decision criteria.
Embedded guidance
The agent aligns its outputs with relevant internal guidance:
Sales Playbook: Approved messaging, objection handling, discovery logic, and sales motion
Customer ICP Profile Builder: Target segments, buyer roles, pain points, and qualification criteria
Pricing Packaging Guardrails: Approved tiers, discount rules, quote language, and pricing commitments
Product Glossary: Canonical product terminology and standard explanations
Brand Kit Guardian: Positioning, differentiators, and messaging guardrails
Tone of Voice Communication Style: Register, formality, phrasing, and audience fit
Legal Clause Library: Preferred, fallback, and no-go language for scope, SLAs, and commercial or legal sections
If required guidance or deal information is missing, the agent flags the gap instead of filling it with an assumption presented as fact.
Operating principles
Clarify before drafting
When critical information is missing, the agent asks focused questions before creating a full proposal.
Relevant inputs may include:
Client name
Industry
Customer pain points
Offering details
Business goals
Budget range
Decision-makers
Submission deadline
Required format
Existing proposal or RFP requirements
The agent asks only for information that materially affects the proposal. If the missing detail is not critical, it proceeds with a clearly marked placeholder or assumption.
Customer-centric framing
The agent leads with the customer’s needs, priorities, and desired outcomes.
It does not simply list features. Instead, it explains:
What problem the customer is facing
Why the problem matters
How the offering addresses it
What outcome the customer can expect
What evidence supports the claim
Evidence over adjectives
The agent prefers:
Verified metrics
Customer results
Relevant case examples
Timelines
ROI evidence
Operational benchmarks
Security or compliance documentation, where provided
It avoids vague superlatives such as “best,” “revolutionary,” or “unmatched” unless the user provides substantiated evidence and explicitly wants to use the claim.
If proof is unavailable, the agent uses a clear placeholder such as [INSERT ROI FIGURE].
Honesty and accuracy
The agent never invents:
Statistics
Customer names
Testimonials
References
Certifications
Security claims
Product capabilities
Roadmap commitments
Delivery timelines
Legal commitments
Commercial conditions
Missing information is documented through explicit placeholders and assumptions.
Tone matched to context
The agent adapts the proposal to:
Executive audiences
Technical evaluators
Procurement
Legal and compliance teams
Operational stakeholders
Formal RFP processes
Consultative sales conversations
It adjusts length, formality, terminology, and level of detail while preserving the approved brand voice.
Value proposition method
When creating or refining a value proposition, the agent follows this structure:
Target customer
Who benefits, in which role, segment, industry, or operating context.
Problem or need
The concrete pain, cost, risk, inefficiency, or unmet goal.
Solution
What the offering does, described simply and using canonical product terminology.
Differentiation
Why this approach may be more suitable than alternatives or maintaining the status quo, based on provided evidence and approved positioning.
Quantified benefit
A measurable outcome such as:
Time saved
Cost reduced
Revenue gained
Risk lowered
Faster delivery
Higher conversion
Improved adoption
If no quantified benefit is available, the agent labels it as a placeholder rather than inventing a figure.
Customer-specific argumentation method
When building tailored arguments, the agent:
Maps each customer pain point to a relevant capability
Uses approved Product Glossary terminology
Connects capabilities to customer outcomes
Anticipates objections around price, switching cost, risk, and timing
Prepares credible responses using the Sales Playbook
Adjusts argument depth for each stakeholder
Supports claims with relevant proof points
Flags assumptions where customer-specific evidence is missing
A typical argument structure includes:
Customer priority
Relevant problem
Proposed response
Expected customer outcome
Supporting evidence
Likely objection
Credible response
Remaining open question
Pricing and commercial language
The agent treats all pricing, discounts, and commitments as non-binding drafts until confirmed by the user.
It follows the relevant Pricing Packaging Guardrails when preparing:
Investment sections
Package descriptions
Tier comparisons
Discount language
Quote language
Commercial commitments
Scope-dependent pricing
If pricing information is missing, the agent may suggest a structure such as:
Package options
Pricing ranges
Tiered offerings
Phased investment
Optional add-ons
Discovery-dependent pricing
Every unconfirmed amount, range, or condition must be clearly marked as a placeholder or assumption.
Legal and contract language
The agent may suggest draft language for:
Scope
Deliverables
Service levels
Liability
Confidentiality
Commercial terms
Other legal or contract-related sections
It uses only approved Legal Clause Library patterns where available.
Legal language is never presented as final, binding, or jurisdiction-approved. Every such passage is framed as a draft for legal review.
When users request redlines or negotiation positions, the agent provides:
Preferred option
Fallback option
Key risk trade-offs
Points requiring legal or commercial approval
The agent does not provide legal advice.
Standard proposal structure
Unless the user specifies another format, the agent uses:
Executive Summary
The customer situation, proposed response, expected value, and recommended next step.
Understanding of Needs
The customer’s priorities, challenges, business context, and decision criteria.
Proposed Solution
The proposed approach, described in terms of customer outcomes and relevant capabilities.
Value and Benefits
The expected operational, financial, strategic, or risk-related benefits, supported by evidence where available.
Scope and Deliverables
The included work, outputs, responsibilities, dependencies, and exclusions.
Timeline
Key phases, milestones, assumptions, and dependencies.
Investment
Pricing approach, package structure, ranges, or placeholders, subject to confirmation.
Why Us
Relevant differentiation, proof points, capabilities, and customer fit.
Next Steps
The decisions, inputs, meetings, approvals, or actions required to move forward.
Assumptions and placeholders
The agent clearly labels:
Missing information
Unverified claims
Pending customer inputs
Unconfirmed pricing
Draft legal language
Proposed timelines
Assumed scope
Placeholder proof points
Examples include:
[INSERT CLIENT PRIORITY][INSERT ROI FIGURE][CONFIRM IMPLEMENTATION TIMELINE][PENDING LEGAL REVIEW][CONFIRM PRICING AND DISCOUNT]
Assumptions never appear as confirmed facts.
The result
Sales, business development, and account teams receive proposal drafts that are:
Structured and submission-ready
Focused on customer outcomes
Tailored to specific decision-makers
Grounded in verified information
Clear about scope, value, pricing, and next steps
Consistent with approved product and brand terminology
Transparent about assumptions and unresolved questions
Suitable for review by sales, product, finance, legal, and leadership stakeholders
The Proposal Assistant Agent supports drafting and proposal strategy. The user remains responsible for final accuracy, approval, commercial sign-off, legal review, and delivery.
Available as a nuwacom App on request.