Prepare Texas W-10/G-10 filings from operating data, flag missing well tests and route drafts for human review before submission.
Company
Winn Resources
Department
Production & field operations
Record type
company_adoption
Disclosed stage
W-10/G-10 filing workflow in use by March 2026; broader accounting and FDC workflows planned.
Source date
2026-03-05
Source-date precision
day
Source provenance
C · Supplier-reported
Review disposition
Source-attributed; not an independent validation
Reported result
One reported cycle: approximately 50 wells filed in under 30 minutes; an executive quotes 20 minutes. Typical prior process: 2–4 hours, depending on well count.
What this does not establish
The vendor headline claims >95% time reduction, but 20 minutes versus 2–4 hours implies about 83–92% if the denominators match. No alternative baseline, repeated-cycle study, cost or cash saving is supplied. Planned revenue extraction is not deployed accounting evidence.
Concrete operator workflow with a clear manual process and reported result. Keep the RIGGS/Winn workflow distinct from Collide’s platform launch and Battalion investment.
PRNewswire release sourced to Collide, 5 March 2026; 'Challenge', 'Solution', and 'Looking Ahead' sections. Specific case figures and approval process in paragraphs equivalent to 50-well cycle, 2-4 hour prior process, missing test flags, human review, and planned revenue extraction.
Prepare Texas W-10/G-10 filings from operating data, flag missing well tests and route drafts for human review before submission.
RIGGS energy LLM automates RRC filings
Collide rolled out RIGGS, an energy LLM that returns cited answers from authoritative sources. With Winn Resources it automated Texas Railroad Commission regulatory filings, and Collide says RIGGS beat general frontier models on a petroleum-engineering exam subset.
A source grade describes provenance, not independent verification. This is a research profile, not a measure of net return. Report a correction.