Methodology in production.
The AI fluency that powers our client work, deployed as autonomous intelligence products on U.S. infrastructure and economic-development funding — visible to anyone with a browser. Six live monitors and analytics, running now at prosodylabs.prosodyconsulting.com ↗.
Six products, live and visitable today.
State-Level Opportunity Zone 2.0 Monitor
The federal OZ 2.0 nomination window, tracked daily — 44 states plus DC, Puerto Rico & USVI, open portals, and the deadlines that move.
Reads IRS, state-agency, and industry sources under the One Big Beautiful Bill Act, archives a dated snapshot, and flags what changed — nomination windows, eligible census tracts, and requirements. Read the case study for the full methodology.
Launch the monitor ↗PIDP Award Analytics — FY2019–FY2025
Seven years of MARAD Port Infrastructure Development Program awards, with the latest round covering $774.1M across 37 awards.
Funding trends, applicant success rates, state-by-state breakdowns, project categories, and a leverage-to-win analysis of how cost-share ratios relate to award outcomes. Every round normalized on the FY25 template with program-to-date roll-ups.
Explore the analytics ↗Infrastructure & Supply-Chain Funding Opportunities
A searchable directory of active federal and state funding programs — deadlines, eligibility, and match requirements in one place.
Programs span ports & freight, roads & bridges, water, broadband, energy & grid, economic development, and agriculture, with inland-port eligibility flagged and a dedicated inland-port & freight view. This is the master grants tracker we prototyped — now live and maintained.
Browse programs ↗FIELDS Program Monitor
A live watch on USDA's $500M Fertilizer Investment & Expansion for Long-term Domestic Supply program.
Deadline countdown, eligibility screens, scoring framework, and key dates for the FY2026 cycle — kept current so applicants can size the opportunity and move before the window closes.
Open the monitor ↗Maritime Legislation Monitor
A standing watch on U.S. maritime-revitalization legislation in the 119th Congress.
Tracks the SHIPS Act, Coast Guard authorization, shipbuilding and Merchant Marine measures, and the vehicles carrying them — with status, latest action, and the next triggers to watch.
Open the monitor ↗USMHP Analytics — FY2010–FY2025
Every U.S. Marine Highway Program award since inception — 83 awards and $121.9M across 11 funded MARAD rounds.
State and designated-route breakdowns, project mix, federal cost-share analysis, and the FY2026 open round. The program behind our own MFA Caruthersville award — the analytics now cover every round of it.
Explore the analytics ↗The discipline behind the dashboards.
Prosody Labs builds autonomous intelligence products — not chatbots, not scrapers, not one-off scripts. The judgment lives in instructions; the work runs on a schedule; the output is a maintained dashboard or an inbox-ready summary, not a chat transcript.
The discipline that makes the output trustworthy is consistent across every product: official sources first, log what can't be reached, flag what changed, archive before overwriting. The agent doesn't get bored, doesn't skip a week, and tells you honestly what it couldn't see. Is every run perfect? No — the discipline exists so the misses get caught, logged, and fixed before they reach you. Useful today, honest about the edges. That's the Labs standard.
The same discipline anchors our Strategic Technology Advisory practice and our federal grant work. The PIDP rebuild and terminal modernization case studies show what AI fluency looks like applied to federal grant rigor; the Labs dashboards show what it produces when pointed at the federal funding landscape itself.
Common questions.
- What is Prosody Labs?
- Prosody Labs is the applied-research arm of Prosody Consulting and its AI-fluency sub-brand. It builds autonomous intelligence products — maintained monitors and dashboards that read official sources on a schedule, flag what changed, and stay honest about the edges — focused on U.S. infrastructure and economic-development funding.
- What does Prosody Labs track?
- Six live products: a state-level Opportunity Zone 2.0 nomination monitor, PIDP port-grant award analytics covering FY2019–FY2025, U.S. Marine Highway Program award analytics covering every funded round since inception, a searchable directory of active federal and state infrastructure and supply-chain funding programs, a monitor for USDA's $500M FIELDS fertilizer program, and a maritime-legislation monitor covering the SHIPS Act and related measures in the 119th Congress.
- Are the Prosody Labs dashboards free to use?
- Yes. Every Labs product is live and visitable by anyone with a browser at prosodylabs.prosodyconsulting.com. They are public examples of the same AI-fluency discipline Prosody applies to its client work.
- How current is the data?
- The monitors refresh on a schedule — the Opportunity Zone 2.0 monitor updates daily. Each product reads official sources first, logs anything it cannot reach, and archives a dated snapshot before overwriting, so the record stays useful today and honest about the edges.
Got a domain that needs this kind of autonomous intelligence?
Tell us about it. Within a week we'll tell you whether it's a fit, what we'd build, and what it would cost to run.