Harvey Morrison: Co-Founder/CEO, Marion Square
The federal AI market offers tremendous opportunity, but more meetings, more opportunities, and more sales activity don't necessarily translate into more contracts. Here's why focus matters more than ever.
The federal government is investing heavily in artificial intelligence. Across civilian and defense agencies, AI is becoming an increasingly important component of modernization, cybersecurity, mission operations, data management, and workforce productivity. For technology companies, the opportunity is substantial. Federal agencies are exploring new AI capabilities, expanding existing initiatives, and looking for industry partners to help accelerate adoption.
Yet for many AI technology companies, there is a frustrating disconnect between the size of the market and the revenue they're actually generating. Their sales teams are attending conferences, meeting with government agencies, developing relationships with prime contractors, responding to RFIs, and building pipelines filled with potential opportunities.
There's plenty of activity. But where are the contracts?
The challenge often isn't the technology, the sales team, or even the amount of effort being invested. It's whether that effort is focused on the right opportunities, agencies, and partners. And as companies increase their investments in the federal market, getting that focus right becomes critical to improving the return on their sales investment.
A Large Federal AI Market Doesn't Mean Every Agency Is Your Customer
One of the biggest mistakes technology companies make when approaching the federal AI market is treating it as a single, enormous opportunity.
It isn't. Federal agencies have different missions, technology environments, levels of AI maturity, funding priorities, and acquisition strategies. One agency may be investing in AI-enabled cybersecurity and threat detection. Another may be prioritizing data modernization to establish the infrastructure needed for AI adoption. Others may be focused on mission-specific applications, software development, operational efficiency, or autonomous systems.
Even within the same agency, different programs may have very different priorities and funding. A technology company offering agentic AI capabilities, for example, may find considerable interest across multiple agencies. But interest doesn't necessarily mean those agencies have the infrastructure, funding, acquisition strategy, or organizational readiness to implement the technology. The result? Months of meetings, demonstrations, technical discussions, and promising conversations that never become funded opportunities.
The question isn't which agencies are interested in AI. It's which agencies are investing in capabilities that align with your technology and have a realistic path to procurement.
This distinction should drive how companies allocate their federal sales resources.
Meetings Aren't Pipeline. And Pipeline Isn't Revenue.
Consider a scenario familiar to many federal sales organizations. A company has invested in building its government business. It has hired experienced salespeople, attended industry conferences, established relationships with government stakeholders, and developed a network of potential partners. Its CRM contains dozens of opportunities. Sales meetings are happening regularly. Government customers express interest in the technology. Prime contractors are willing to discuss potential partnerships. On the surface, the business appears to be making progress.
But quarters pass, opportunities slip, and revenue remains below expectations. Why? In many cases, the company is confusing market activity with qualified sales opportunities.
A government official may be enthusiastic about a technology but have no funded requirement to purchase it. A program office may be exploring AI applications without an approved acquisition strategy. A prime contractor may be interested in learning about a solution but have no immediate program or contract where it can be incorporated. These relationships can be valuable, but they shouldn't all be treated as qualified pipeline.
A more disciplined federal sales strategy requires answering several questions early:
Is there an identified and funded requirement for the capability?
Who owns the program and the problem the technology solves?
What is the anticipated acquisition pathway?
Is the agency prepared to implement the technology?
Does the opportunity require a prime contractor or other partner?
What needs to happen before an actual contract can be awarded?
Without these answers, companies risk spending significant resources pursuing opportunities that may never materialize.
The Wrong Prime Contractor Can Be Just as Costly as the Wrong Agency
For many AI technology companies, particularly those without extensive federal past performance or established contract vehicles, prime contractors and system integrators represent one of the most effective paths to market. But simply developing relationships with large federal integrators isn't enough. Not every prime contractor is pursuing the same programs. Not every integrator has the customer relationships, contract access, or technical requirements that align with your technology.
A company can spend months conducting demonstrations, signing teaming agreements, and meeting with business development teams without generating a single meaningful opportunity. The issue isn't necessarily that the prime is uninterested. It may simply lack an active program where the technology fits.
The value of a prime relationship isn't measured by the number of meetings or teaming agreements. It's measured by access to qualified opportunities and the ability to help win and execute business.
An effective partnership strategy starts by identifying the funded programs and opportunities that align with your technology, then determining which integrators are positioned to pursue or deliver those programs. That reverses the traditional approach of meeting with as many primes as possible and hoping opportunities emerge.
It also helps companies avoid investing valuable sales resources in partnerships that have little near-term revenue potential.
Government Interest Doesn't Always Mean Government Readiness
Another challenge facing AI companies is the difference between an agency's interest in adopting AI and its ability to deploy a particular solution. Agencies may need to address data quality, cybersecurity, infrastructure, governance, integration, and acquisition requirements before implementing advanced AI capabilities. For example, an agency interested in deploying autonomous AI agents may first need to establish appropriate identity management, security controls, data access policies, and oversight mechanisms. A vendor that understands these dependencies can better determine whether an agency represents an immediate sales opportunity, a longer-term prospect, or an opportunity to partner with an integrator already supporting the agency's modernization efforts.
This is why understanding agency AI maturity is so important. It allows technology companies to distinguish between organizations that are discussing AI, those preparing to adopt it, and those actively funding and implementing relevant capabilities. That knowledge can dramatically change where a sales organization should focus its time.
Improving the ROI on Your Federal Sales Investment
For companies already investing in the federal market, the solution isn't necessarily hiring more salespeople, attending more conferences, or generating more leads.
It may be getting better results from the resources already in place.
Consider the difference between two approaches.
1. One company pursues opportunities across numerous agencies, participates in dozens of meetings, develops a broad network of prime relationships, and responds to solicitations whenever its technology appears relevant.
2. Another company identifies a smaller set of funded programs that closely align with its capabilities, establishes relationships with the program stakeholders who own those requirements, and targets the prime contractors positioned to help win the business.
The second company may have fewer opportunities in its pipeline, but those opportunities can be better qualified, more actionable, and more likely to convert into revenue. That is the value of focus.
A well-developed federal go-to-market strategy should help organizations:
Improve sales productivity by concentrating resources on agencies and programs with the strongest alignment and a credible path to procurement.
Increase win rates by pursuing opportunities where the company's capabilities address defined mission requirements and competitive positioning is understood.
Shorten time to contract by identifying acquisition pathways and required partners early.
Improve forecast accuracy by distinguishing genuine funded opportunities from exploratory discussions and longer-term prospects.
Generate better returns on existing investments by reducing time spent pursuing opportunities and partnerships that are unlikely to produce revenue.
The objective isn't simply to build a larger pipeline. It's to build a pipeline that is more likely to convert into contracts.
FY27: An Opportunity to Reassess Your Federal Growth Strategy
As federal agencies establish their FY27 priorities and move forward with AI initiatives, technology companies have an opportunity to evaluate whether their existing federal sales strategies are aligned with where the government is actually investing. For organizations entering the federal market, this means developing a focused plan before committing significant resources to sales and marketing activities. For companies with established federal teams, it may mean taking a harder look at current pipeline quality, agency targeting, prime relationships, and the return on existing investments.
Some important questions to consider:
· Are we pursuing agencies with funded requirements that genuinely align with our technology?
· Do we understand how those agencies intend to acquire and implement our solutions?
· Are our prime contractor relationships producing qualified opportunities, or primarily meetings and introductions?
· Are we investing our sales resources in opportunities with a realistic path to contract?
· And perhaps most importantly, is our federal business delivering the return we expected when we made the investment?
If the answer is no, the solution may not be more activity. It may be a more focused strategy.
How Marion Square Can Help
At Marion Square, we work with technology companies to bring greater clarity and focus to their federal go-to-market strategies.
Our approach starts with understanding a company's technology, business objectives, and existing federal market performance. From there, we identify the agencies and funded programs that offer the strongest alignment, the acquisition pathways available, and the prime contractors and system integrators that can help accelerate growth.
Through our Federal Market Assessment and execution services, we help companies move beyond general market intelligence to actionable strategies designed to improve sales productivity, shorten time to contract, and increase win rates. Whether your organization is building its federal business or looking to improve the ROI on investments already made, the objective is the same: focus resources on the opportunities most likely to generate revenue.
Federal AI spending is growing. The question is whether your company is positioned to capture the right opportunities. If your federal sales activity isn't translating into the results you expected, we'd welcome the opportunity to discuss how Marion Square can help. Contact Marion Square to schedule a Federal AI Growth Strategy Discussion.