Propagent Wants to End the RFP Scramble
“Since becoming an entrepreneur, I've never been more broke, nor more fulfilled.”
Daniel Beecham, Propagent Founder & CEO
Daniel Beecham never planned to follow the family playbook. Generations of his family have built businesses in Georgia, spanning construction and vineyards, and Beecham spent his summers working in both. He calls himself the black sheep. While his siblings headed to the University of Georgia, he chose Georgia Tech and a path of his own as an entrepreneur.
That path did not run straight. Beecham switched majors often, failed out twice and eventually earned his degree. Now he returns to campus as an Adjunct Professor teaching AI in Business Fall and Spring semesters, a turn he describes as a full-circle moment for someone who once struggled to stay enrolled.
Corporate America did not suit him much better. After graduation he joined a startup in Seattle that soon collapsed, sending him back to Atlanta with a hard-won education in what not to do. He landed at Capgemini, took on consulting work and moved between a few boutique firms. A large customer-facing project for T-Mobile pulled him toward generative AI, and he went on to lead the technology's adoption at the consulting firm where he worked.
The leap to founder cost him, and he says it was worth it.
The idea for his company took shape in the grind of proposal work. Beecham spent long hours on requests for proposals, or RFPs, the formal documents firms submit to win contracts. The writing was slow and the stakes were high, and producing strong, accurate outputs proved harder than anyone wanted to admit. At the time, applying generative AI to the problem still felt novel. Beecham began building prototypes on his own time and showed them to a colleague, a career coach who would become his cofounder. He incorporated the company, Propagent, in 2024 and officially launched the Propagent system on May 18, 2026.
Propagent is the proposal pursuit system for AEC firms. It starts with bid intake, reads each opportunity against firm expertise, surfaces gaps and risks, supports evidence-based Go/No-Go decisions, routes low-confidence answers to the right SMEs, and matures the response with source-grounded firm knowledge. The result is a firm-specific pursuit engine that helps teams chase better-fit work, position more sharply, and submit proposals they can defend.
Beecham draws a sharp line between Propagent and the chatbots many teams reach for first. He has argued that off-the-shelf tools lack the rigor and fact-checking that high-stakes proposals demand, and that Propagent's agents run those quality checks in the background so the human touch lands where it matters most. The platform routes only the uncertain sections of a response to the right internal expert, and it ties every claim back to a source so reviewers can audit exactly what the system used.
"For the RFP process, we make sure RFPs align with company strategy and help draft one to two iterations of them," Beecham said. "We are heavy on competitive research, actionable deliverables, and reduced process friction."
Much of that work centers on capturing the voice of the customer through the nuance and language of the RFP itself, then matching a firm's response to it. Propagent holds patents on parts of its approach, which Beecham frames as a moat. “Defensibility is largely in our approach to solving a complex, painful problem, within a legacy industry,” Beecham says.
The early results back the pitch. Propagent says design partners have cut proposal development time sharply, and the company reports meaningful gains in how many bids a team can pursue and win without adding headcount. For Beecham, that math is the whole point.
The goal, Beecham has said, is not to replace proposal writers but to free them to pursue more of the right opportunities. He argues that a mature, systematic proposal process improves turnaround times, win rates, and predictability while reducing the last-minute scrambles that make proposal work among the industry’s most burnout-prone roles.
Propagent recently joined the Advanced Technology Development Center, or ATDC, Georgia Tech's startup incubator, another full-circle marker for Beecham. The team is now focused on demos and customer discovery while tightening its go-to-market and sales motion. Beecham is preparing to scale, hiring soon and selling to architecture, engineering and real estate firms. “Our target customers are mid-market and enterprise companies, with an eye on landing larger clients where we can,” he says.
His longer view reaches past the vendors writing proposals to the buyers issuing them, with the aim of making the whole procurement process work better on both sides. It is an ambitious bet for a founder still early in the build. Then again, Beecham has spent his career proving that the unlikely path is the one he tends to take.