Building a Winning Recompete Pipeline, Part 1: Early Signals – RFIs

FY22 marked one of the highest levels of federal contract spending on record, with nearly $700 billion obligated. That high-water mark is more than a historical footnote: it's the start of a coming surge in recompete activity. Many federal contracts run predictable five-year lifecycles — service contracts, IDIQs with four option years, multiple-award vehicles with fixed ordering periods — so as that wave of FY22 awards reaches the end of its term, FY27 could become one of the largest recompete years in recent memory.

For federal contractors, that makes FY27 recompetes an important pipeline-planning consideration now — not when the associated RFPs are released. The contractors that begin positioning now will have the greatest advantage. This article explores how to build that pipeline before the competition catches up.

This is the first article in a series on building that pipeline. We'll walk through the signals worth watching — RFIs, Sources Sought notices and industry days, procurement forecasts, reading the incumbent, and finally, how to combine all of them into genuine recompete prediction. We're starting with one of the earliest and most accessible signals available: the Request for Information (RFI).

Early Signals

Let's start with early signals. One of the best places to identify emerging opportunities is through Requests for Information (RFIs), Sources Sought notices, industry days, and agency procurement forecasts. Think of these as breadcrumbs. Individually, they may not guarantee that a solicitation will follow, but together they provide valuable clues about upcoming requirements and agency priorities.

While each serves a different purpose, let's focus on RFIs, one of the earliest and most accessible ways to gain insight into upcoming opportunities.

What Is an RFI in Government Contracting?

RFIs are a market research tool used by government agencies to gather information from industry before deciding whether and how to issue a formal solicitation. They are not bids, competitions, or award decisions. Instead, the government is asking a simple question: What can industry provide, and how should we structure the requirement?

Many contractors overlook RFIs because there is no guarantee that the effort will advance to a formal procurement. That mindset can be costly.

I once worked with a company that was trying to break into the federal market. They had completed the basics, including obtaining a CAGE code and UEI number, and they had a successful commercial product with strong past performance. When I identified several RFIs that aligned with their capabilities, they declined to respond because there was no assurance the requirements would become funded opportunities.

That’s the wrong lens for measuring an RFI’s value. The return isn’t a guaranteed contract. It’s the visibility, insight, and early positioning the response creates.

Think of RFIs as a free marketing tool. They allow you to start a conversation with an agency, demonstrate your understanding of the mission, and position your company before the competitive phase begins. Even if a specific requirement never materializes, the relationships and market intelligence gained can prove valuable for future pursuits.

The contractors that consistently win recompetes and new business rarely wait for the RFP. They engage early, shape requirements where appropriate, and establish their presence before the rest of the market shows up. RFIs are often where that process begins.

Reading the Signals

Many contractors view RFIs as a potential opportunity. The most strategic teams view them as intelligence.

The challenge isn't finding a single RFI. It's identifying patterns across hundreds of notices, contracts, and agencies. This is where AI-powered market intelligence tools can help business development teams connect disparate signals, which is exactly the pattern-matching GovSearchAI’s opportunity agents are built to do, and uncover opportunities that might otherwise go unnoticed.

Every RFI provides clues about what an agency is thinking, where it plans to invest, and the problems it is trying to solve. The capabilities being requested, the questions being asked, and even the language being used can reveal emerging priorities long before a formal solicitation is released.

For example, multiple RFIs across agencies requesting similar capabilities, growing demand within a particular technology area, or recurring mission challenges can indicate where future spending is headed. Individually, these signals may seem insignificant. Viewed together, they can reveal broader investment trends months or even years before those requirements reach the market.

For business development professionals, this is as close to a crystal ball as government contracting gets.

Turning Insight into Advantage

The biggest mistake contractors make is waiting for the solicitation. By the time an RFP is released, agencies often have a clear understanding of their requirements, incumbent relationships have been established, and competitors have already begun shaping their pursuit strategies.

RFIs provide an opportunity to engage before that happens. For companies that are new to an agency, they offer a chance to introduce their capabilities and demonstrate subject matter expertise. Just as importantly, they allow contractors to listen. The questions agencies ask, the challenges they describe, and the feedback they request can provide valuable insight into what matters most to the customer.

RFIs also allow contractors to highlight differentiators, share innovative approaches, and provide feedback that may help shape acquisition planning, turning a one-way information request into a two-way conversation that influences how the eventual RFP is written.

What Should Contractors Do When They Identify an Early Recompete Signal?

Once you've identified an emerging requirement, the next challenge is turning intelligence into action. That shift from watching to positioning typically involves:

• Open a capture file, not just a bid file. Track the incumbent, contract value, and period of performance end date, along with the RFI or Sources Sought notice tied to the requirement. For opportunities that develop over several years, there may be multiple notices to track as the requirement evolves.

• Get in front of the customer. Attend industry days, ask questions during Q&A, and submit thoughtful RFI feedback. The goal is not to pitch, but to understand what's driving the recompete: a budget change, a performance gap with the incumbent, or shifting mission priorities. If the agency offers scheduled one-on-one sessions as part of the event, participate in those as well.

• Close capability gaps early. If a certification, clearance level, or technical skill is missing, address it well before the RFP, not during the proposal sprint.

• Lock in teaming relationships. The best subcontractors and primes are often spoken for by the time the RFP drops. Secure the right partners early. 

• Make an honest go/no-go decision. Use what you've gathered from RFIs and market signals to determine whether the pursuit is worth advancing, rather than defaulting to "We always bid this one."

Supporting these actions, technologies such as TechnoMile’s Mila and GovSearchAI can help business development teams accelerate research, summarize opportunities, identify incumbents, and monitor related contract activity, freeing teams to spend more time on strategy and customer engagement. But research alone does not win a recompete. Its value lies in helping teams decide where to focus and what to do next.

FY27’s biggest opportunities are already leaving clues. The advantage will go to the teams that recognize those signals, act early, and build their pipelines before the competition catches up.

RFIs are just one part of that early picture, and often not the loudest one. If an RFI is the whisper, what happens when an agency starts talking out loud — at an Industry Day, in a Sources Sought notice? Next in this series: what those louder signals reveal, and whether your team is positioned to hear them.

Frequently Asked Questions

What is an RFI in government contracting?

An RFI (Request for Information) is a market research tool federal agencies use to gather information from industry before deciding whether and how to issue a formal solicitation. An RFI is not a bid, competition, or contract award.

Does an RFI mean a federal contract will be awarded?

No. An RFI does not guarantee that a solicitation or contract award will follow. Its value to contractors is the early visibility it provides into agency priorities, potential requirements, and acquisition planning.

How can RFIs help contractors identify recompete opportunities?

RFIs can provide clues about changing requirements, agency priorities, performance concerns, or future acquisition plans. When combined with incumbent contract data and other early signals, they can help contractors identify potential recompetes before an RFP is released.

When should contractors start preparing for a federal recompete?

Contractors should begin positioning before the RFP is released. Monitoring RFIs, Sources Sought notices, industry days, procurement forecasts, and incumbent contract information can help teams identify and prepare for potential recompetes earlier.

What other signals should contractors monitor besides RFIs?

Sources Sought notices, industry days, agency procurement forecasts, incumbent contract information, and patterns across related procurements can provide additional insight into emerging requirements and recompete activity.

How can AI help identify federal recompete opportunities?

AI-powered market intelligence can analyze large volumes of notices, contracts, agencies, and related activity to identify patterns that may indicate emerging opportunities. The value is not simply finding individual notices but connecting signals across multiple sources to help business development teams decide where to focus.