Modernizing Pre-Sales: AI Methods to Save Discovery Time

Jan 27, 2026

by

Settle

by

Settle

The Hidden Burden of Manual Pre-Sales Discovery

For most revenue teams, the 'discovery' phase of a sale is the most time-consuming. Whether you are a small business searching for your first government contract or a mid-market firm managing dozens of enterprise RFPs, the manual workload is high. You have to hunt for opportunities, vet technical requirements, and dig through old folders for answers. This manual effort often leads to 'bid fatigue,' where teams miss out on high-value projects because they simply don't have the bandwidth to respond.

What is Pre-Sales Discovery Automation?

Pre-sales automation solutions refer to software that uses artificial intelligence to handle the repetitive tasks involved in identifying and qualifying new business opportunities. Instead of a human spending hours reading through 50-page PDF requirements, AI-powered tools can instantly flag the most relevant sections, suggest answers from a knowledge base, and even find new public tenders that match your company's profile.

The SME Advantage: Unlocking Revenue Through Automated Search

Small to medium enterprises (SMEs) often face a 'resource gap.' They have the expertise to do the work, but they lack the massive sales teams that larger competitors use to scout for deals. This is where discovery automation becomes a 'revenue unlock.'

  • Proactive Opportunity Hunting: Instead of waiting for a lead to come to you, AI tools can scan thousands of public portals to find high-fit RFPs.

  • Automated Pipeline Creation: By automating the discovery-to-submission pipeline, small firms can bid on three times as many projects without hiring more staff.

  • Leveling the Playing Field: Platforms like Settle provide smaller firms with the same level of data intelligence used by billion-dollar corporations.

Scaling for Mid-Market: Efficiency via Centralized Knowledge

For larger, established organizations, the problem isn't finding work—it is the chaos of managing information. When a technical question arises during a discovery call or within a Request for Proposal (RFP), the answer is often buried in a past document or stuck in an engineer's head. Tools like Settle AI automate this process by acting as a centralized knowledge hub.

The Power of AI-Powered Q&A

Pre-sales automation allows teams to use AI to query their own history. If a prospect asks about your SOC2 compliance or specific API integrations, the AI pulls the most accurate, recently approved answer. This eliminates the 'manual chase' where sales reps email product managers for the same information every week. The result is a massive boost in accuracy and a significant reduction in drafting time.

Streamlining the Review: Collaborative Workflows

Discovery doesn't end when the first draft is written. The most critical part of pre-sales is the review and approval process. Automation solutions provide structured workflows where experts can quickly sign off on technical details. This ensures that every proposal sent out is not just fast, but also legally and technically sound. By keeping communication within a single platform, you avoid the 'version control' nightmares of email threads and scattered word documents.

How to Choose a Pre-Sales Automation Solution

When evaluating tools to reduce manual discovery effort, look for these three pillars:

  1. Intelligence: Can the AI actually understand context, or is it just doing a keyword search?

  2. Integration: Does it connect with your current CRM and document storage?

  3. Usability: Is the interface built for fast-moving sales teams, or is it overly complex?

By implementing a structured approach to pre-sales automation, your team can stop acting as data entry clerks and start acting as strategic partners to your clients. Moving from manual discovery to an AI-enhanced workflow is the fastest way to increase your win rate in a competitive market.

Learn more about RFP automation

Learn more about RFP automation

BG

Submit your next proposal, within 48 hours or less

Stay ahead with the latest advancement in proposal automation.

BG

Submit your next proposal, within 48 hours or less

Stay ahead with the latest advancement in proposal automation.

BG

Submit your next proposal, within 48 hours or less

Stay ahead with the latest advancement in proposal automation.