Context is king

Thoughs on AI and pre-sales. Practical tips for building AI-driven sales teams and organizations.

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The Franken-Proposal Effect: When AI Creates Monsters Instead of Wins

Discover why AI-powered proposal software often creates "Franken-Proposals"—disjointed responses that check every requirement box yet fail to win deals. This analysis reveals how the pursuit of perfect relevance can undermine narrative coherence, examines why 53% of Financial Services firms using AI RFP tools haven't seen proportional win rate increases, and explores strategies for building proposal automation that balances relevance with persuasive storytelling.

Edouard Reinach•December 8, 2025

The Proposal AI Paradox: Why Training AI to Write Winning RFPs Isn't Like Teaching It to Search

Proposal AI systems struggle with sparse, contradictory training data and complex contextual requirements that make them fundamentally different from search engines. While Google learns from millions of clear user signals, proposal teams have limited comparable wins and face unique client contexts that can't be easily replicated. Discover why retrieval-based systems and human-AI collaboration outperform generation-focused approaches in RFP management.

Edouard Reinach•December 4, 2025

Why High-Scoring Proposal AI Isn't Winning You More Deals

Your proposal AI achieves 95% relevance scores but competitors with spreadsheets are still winning deals. The problem isn't accuracy—it's that high-scoring systems optimize for content similarity rather than client-specific judgment. Discover why the most sophisticated RFP automation often misses what actually drives proposal wins, and how leading teams are building systems that blend AI efficiency with human insight to increase win rates instead of just improving metrics.

Edouard Reinach•December 3, 2025

5 Pricing Levers to Lower Your Bid Without Sacrificing Profit Margins

Discover five strategic pricing techniques that can reduce your RFP bid by 15% while preserving profit margins. Learn battle-tested approaches beyond traditional rate adjustments—from G&A base optimization to strategic cost restructuring—that experienced federal contractors use to win competitive bids. These aren't financial tricks, but legitimate business strategies that align pricing with operational reality.

Edouard Reinach•December 2, 2025

Why the Best Contractors Set Pricing Strategy 3 Months Before the RFP

Strategic pricing for government contracts isn't a last-minute calculation—it's a competitive weapon deployed during the capture phase. Companies winning consistently analyze competitor rates, understand customer budget constraints, and build pricing models months before RFPs drop, transforming win rates while reducing proposal development costs.

Edouard Reinach•December 1, 2025

The RFP Tax: How to Extract Value from Every Proposal Response (Even When You Lose)

Discover how winning sales teams transform costly RFP responses into strategic assets that compound over time. Learn the systematic framework that turns every proposal—win or lose—into market intelligence, reusable content, and competitive advantage, helping organizations increase win rates from 15% to 40% while reducing response time by 50%.

Edouard Reinach•November 28, 2025

The FOIA Pricing Advantage: How Savvy Bidders Know Exactly What to Charge on RFPs

Discover how winning RFP bidders leverage the Freedom of Information Act to access competitors' actual contract pricing, historical budget data, and negotiated rates—transforming proposal pricing from educated guesswork into data-driven competitive intelligence that dramatically improves win rates.

Edouard Reinach•November 27, 2025

The Frankenstein Proposal: Why Disjointed Voices Kill Your RFP Win Rate

Discover why "Frankenstein Proposals"—RFP responses with inconsistent voices from multiple contributors—reduce win rates by up to 27%, and learn the proven Conductor Framework that transforms disjointed expert input into compelling, unified proposals that consistently outperform competitors.

Edouard Reinach•November 26, 2025

Stop Running Color Teams: The New Rules for Winning Proposals With AI

Revolutionary AI-driven proposal teams are abandoning traditional Pink, Red, and Gold team reviews for continuous validation sprints and strategic human oversight, cutting response times by 60% while boosting win rates. Discover why sequential color team processes have become the bottleneck in modern RFP workflows and how leading organizations are restructuring their review architecture to leverage AI's speed while preserving human strategic insight.

Edouard Reinach•November 25, 2025

The RFP Gold Mine: How Top Teams Extract Competitive Intelligence Others Miss

Transform your RFP discovery process from administrative box-checking into a strategic competitive intelligence system. Elite proposal teams are systematically extracting thousands of hours worth of market insights from the same clarification calls and procurement conversations others treat as routine paperwork—spotting patterns that predict opportunities, mapping competitor vulnerabilities, and building compound advantages that dramatically improve win rates across entire market sectors.

Edouard Reinach•November 24, 2025

Strategic Pre-Sales Teams Win 30% More Deals: Stop Drowning in RFP Details

Data reveals strategic pre-sales teams win 30% more RFP deals by focusing on compelling business transformation narratives rather than getting lost in compliance details. Learn the three-step framework that shifts your proposal strategy from requirement-checking to competitive differentiation—and why most evaluators spend just 30 seconds on your compliance matrix but remember your executive summary for months.

Edouard Reinach•November 21, 2025

The AI Efficiency Mirage: Why Your Proposal Team Isn't Saving Time (Yet)

Discover why 90% of proposal teams experience decreased productivity in their first quarter of AI adoption—and the counterintuitive strategies that transform RFP response times from a 20-30% slowdown into genuine 60-80% efficiency gains. An evidence-based analysis of the hidden implementation costs AI vendors won't discuss.

Edouard Reinach•November 20, 2025

The Confidence Gap: Why Strong Solutions Fail in Government Orals

Discover why technically superior government contractors lose RFP oral presentations to less qualified competitors, and learn the counterintuitive presentation strategies that actually drive evaluator confidence ratings. This analysis reveals what federal evaluators really measure during bid defenses—and it's not what most proposal teams think.

Edouard Reinach•November 19, 2025

The Two Sales That Kill Your Deal: Why Technical Wins Die in Procurement

Master both the technical sale and the procurement maze—or watch your best RFP responses die in contracting. Most pre-sales teams celebrate when customers love their solution, but procurement operates by entirely different logic. Learn why superior technical proposals lose to inferior competitors, how to influence requirements before RFPs drop, and the dual-track approach that separates consistent winners from frustrated also-rans in complex enterprise deals.

Edouard Reinach•November 18, 2025

Why AI Can't Make Strategic Proposal Decisions (But Still Belongs on Your Team)

Strategic proposal decisions require human judgment that AI cannot replicate, despite claims of automated content selection. While 53% of Financial Services RFP teams use AI-powered tools, the technology fails at strategic content curation—confidently excluding key differentiators and treating all requirements equally. This analysis reveals why AI excels as a research assistant for finding relevant content but struggles with the nuanced strategic decisions that actually win deals, and how smart teams can leverage both human insight and artificial intelligence effectively.

Edouard Reinach•November 14, 2025

The Pre-RFP Battlefield: Where Government Contracts Are Actually Won

The government contract acquisition process begins 12-18 months before an RFP is published—during this invisible pre-RFP phase, requirements are shaped, evaluation criteria are influenced, and budgets are justified. Most contractors who only begin competing at the RFP release stage face win rates below 5% because they're solving the wrong puzzle, playing by rules written by competitors who understood that the real battlefield exists in the requirement development and market research phases that occur in near-complete darkness.

Edouard Reinach•November 13, 2025

The Golden Thread: How to Make Team Presentations Flow (When Most Feel Like Awkward First Dates)

Discover why 85% of team presentations fail the "golden thread" test and how structured speaker transitions can boost your RFP win rates by 23%. Learn the three-part handoff framework that transforms disconnected presentations into seamless collaborative experiences that evaluators trust.

Edouard Reinach•November 12, 2025

The RFP Forensics Guide: Spotting Competitor Influence Before Wasting Weeks on a Response

Learn to identify vendor-influenced RFPs through detectable patterns in requirements, language, and scoring criteria—and discover three strategic approaches to either challenge biased processes or redirect your resources to winnable opportunities.

Edouard Reinach•November 10, 2025

Proposal Metrics That Actually Drive Revenue (And Which Ones to Kill)

Discover which proposal metrics actually correlate with winning deals and why your current KPI dashboard might be sabotaging your win rate. This strategic framework connects RFP activities to real revenue outcomes, helping pre-sales teams transition from measuring busy work to driving business results.

Edouard Reinach•November 8, 2025

The Secret Weapon in Virtual Presentations That Wins $50M Contracts

Discover the tactical advantage that's helping sales teams win multi-million dollar contracts in virtual RFP defenses while competitors struggle with outdated presentation approaches. Learn the three-layer script system that transforms camera-shy technical experts into confident presenters and why the best virtual sellers aren't memorizing—they're strategically leveraging what the medium actually offers.

Edouard Reinach•November 6, 2025

The Judgment Trap: Why Your Pre-Sales Team Kills Great Ideas (And How to Stop It)

Discover how pre-sales teams unknowingly sabotage their own RFP responses through snap judgments about colleagues' ideas, and learn the proven strategies that can increase win rates without changing your solution or pricing. Explore the psychology behind judgment bias in high-pressure proposal environments and practical techniques for fostering judgment-free collaboration that unlocks innovation and differentiation.

Edouard Reinach•November 5, 2025

Stop Checking Boxes: The 3-Step Framework for Winning Complex RFPs in 2025

Discover why winning complex RFPs in 2024 requires more than checking boxes. Learn the proven 3-step reframe framework that transforms you from order-taker to trusted advisor, helping successful proposal teams increase win rates by up to 45% through strategic requirement challenging and prescriptive selling techniques.

Edouard Reinach•November 5, 2025

The Story Arc Framework: How to Transform Fragmented Proposals into Winning Narratives

Discover how top-performing proposal teams are using the "TV series method" to transform chaotic, multi-contributor RFP responses into cohesive winning narratives. Learn the three-story framework that's reducing review cycles by 60% while making your proposals 22 times more memorable than traditional feature-focused submissions.

Edouard Reinach•November 3, 2025

How to Win RFPs Before They're Written: The Discovery Strategy That Shapes Requirements

The most successful pre-sales teams improve their RFP win rates by shaping requirements during discovery, not by writing better responses. By helping customers understand what's possible rather than what exists, you can influence the entire buying process months before an RFP is published.

Edouard Reinach•October 31, 2025

Context is king

Filters

The Franken-Proposal Effect: When AI Creates Monsters Instead of Wins

The Proposal AI Paradox: Why Training AI to Write Winning RFPs Isn't Like Teaching It to Search

Why High-Scoring Proposal AI Isn't Winning You More Deals

5 Pricing Levers to Lower Your Bid Without Sacrificing Profit Margins

Why the Best Contractors Set Pricing Strategy 3 Months Before the RFP

The RFP Tax: How to Extract Value from Every Proposal Response (Even When You Lose)

The FOIA Pricing Advantage: How Savvy Bidders Know Exactly What to Charge on RFPs

The Frankenstein Proposal: Why Disjointed Voices Kill Your RFP Win Rate

Stop Running Color Teams: The New Rules for Winning Proposals With AI

The RFP Gold Mine: How Top Teams Extract Competitive Intelligence Others Miss

Strategic Pre-Sales Teams Win 30% More Deals: Stop Drowning in RFP Details

The AI Efficiency Mirage: Why Your Proposal Team Isn't Saving Time (Yet)

The Confidence Gap: Why Strong Solutions Fail in Government Orals

The Two Sales That Kill Your Deal: Why Technical Wins Die in Procurement

Why AI Can't Make Strategic Proposal Decisions (But Still Belongs on Your Team)

The Pre-RFP Battlefield: Where Government Contracts Are Actually Won

The Golden Thread: How to Make Team Presentations Flow (When Most Feel Like Awkward First Dates)

The RFP Forensics Guide: Spotting Competitor Influence Before Wasting Weeks on a Response

Proposal Metrics That Actually Drive Revenue (And Which Ones to Kill)

The Secret Weapon in Virtual Presentations That Wins $50M Contracts

The Judgment Trap: Why Your Pre-Sales Team Kills Great Ideas (And How to Stop It)

Stop Checking Boxes: The 3-Step Framework for Winning Complex RFPs in 2025

The Story Arc Framework: How to Transform Fragmented Proposals into Winning Narratives

How to Win RFPs Before They're Written: The Discovery Strategy That Shapes Requirements

Close complex deals faster. Minus the chaos.