The company
DGC
DGC is a cybersecurity engineering and consulting firm with Top Secret facility and personnel clearances and more than 25 years serving federal agencies.
Before SamSearch
At this bid volume, reading every notice is not a process
A TS-cleared cyber firm with decades of federal work does not have a small opportunity set. Tens of thousands of candidate solicitations. Hand-reading every one is not slow. It is impossible. You either miss the fit or burn the capacity you need for pursuits already in flight.
How they use SamSearch
The capture workflow
DGC is the heaviest recommendation-engine user on SamSearch: 3,498 runs. The engine screened 84,685 solicitations, shortlisted 34,717, and feeds a 52-pursuit Journey Hub board worked daily. Analysts chase. The engine reads.
By the numbers
DGC in SamSearch
Solicitations screened
84,685
Read by the recommendation engine
Worth a human look
34,717
Surfaced as relevant
Cut before review
59%
Removed as poor fit
Hours returned (est.)
3,331
Analyst time, platform estimate
From the market to the shortlist
How many solicitations the engine read for DGC, how many it removed, and how many made it to capture review.
84,685
Screened
100%
49,968
Cut
59% removed
34,717
Shortlisted
41%
Screening volume by week
Weekly solicitations screened versus the smaller set returned as relevant. From live recommendation activity.
Hours returned uses a platform estimate of 4 minutes per solicitation filtered out. Not a stopwatch measurement for this account.
Capabilities in play
What they run in the platform
Old way vs. SamSearch
What changed in the pursuit process
| Before | With SamSearch | |
|---|---|---|
| Opportunity screening | Solicitations and attachments read one at a time. | 3,498 recommendation runs process 84,685 solicitations automatically. |
| Signal vs. noise | No fit score. Every notice needs a human read to rule it out. | 34,717 shortlisted. The rest never reach an analyst. |
| Pipeline tracking | Pursuits split across spreadsheets, a shared drive, and email. | 52 pursuits worked daily in one Journey Hub pipeline. |
FAQ
What does DGC use SamSearch for?
DGC is the heaviest recommendation-engine user on SamSearch: 3,498 runs. The engine screened 84,685 solicitations, shortlisted 34,717, and feeds a 52-pursuit Journey Hub board worked daily. Analysts chase. The engine reads.
What results are documented here?
3,498 AI recommendation runs, the heaviest usage on SamSearch; 84,685 opportunities reviewed by the engine; 52 pursuits tracked by an active daily team.
How were the results verified?
Platform activity comes from SamSearch production data. No award dollars are claimed where a matching public record is unavailable.