These are working hypotheses based on the May 28 conversation and GhostWerks' public profile. Today's session will confirm, adjust, or replace them. Listen for what Richard actually names as painful before anchoring to any of these.
Automated monitoring of SAM.gov, opportunity scoring, lifecycle tracking (Sources Sought → Award), and historical agency research via USAspending. Captures past performance from day one so recompetes are never a scramble.
GhostWerks already sells BD strategy and proposal development to other govcon firms. A platform that systematizes their own delivery process becomes both an internal efficiency tool and a product they deploy for clients.
Secure capture and transcription of all meetings — client, teaming partner, government. PII scrubbing on ingest. Every conversation becomes searchable institutional memory linked to the right contract and project.
AI agents replacing Tier 1 government help desk volume. Government call centers with hundreds of staff are an identified contract opportunity — digital agents handle the majority, only complex cases escalate to cleared humans.
Recruiting automation for security-cleared candidates. Filters for US-only, appropriate clearance level, and contract fit — eliminating the manual sifting through unusable applications from international candidates.
Headless browser agents for government portals and govcon tools that have no API — Unanet, Costpoint, procurement portals, and legacy systems. The integration layer for everything where "nobody's going to give you an API."
Richard wrote the customer's OTA requirement himself, submitted as the only bidder, and won a $6.5M contract. This is repeatable. A platform that systematizes challenge marketplace monitoring and response drafting turns a one-time play into a BD strategy.
GhostWerks already sells BD strategy and proposal support to other govcon firms. The platform becomes the delivery vehicle for that service — and potentially a standalone product for the firms they serve. COTS with minimal customization per client.
From Apex Accelerators training sessions in the transcript pipeline — these are the manual workflows the govcon market runs today. Use as context for asking smart process questions without looking like you need the basics explained.