Defined scope, fixed price, fast turnaround, and human-accountable review on every deliverable.
Five focused services, each a single unit at one flat price. Every unit has clear limits — work past those limits is simply scoped as additional units, quoted up front.
Error-rate and exception analysis on data, documents, or AI output.
What's covered in one unit
Up to 5,000 rows or 500 documents (5 pages or fewer each); sample verification up to 200 items.
Discrepancies between two files or systems, identified and documented.
What's covered in one unit
Up to 2,000 records per source, two sources, one method, one pass.
Documents checked against a defined standard — e.g., proposal compliance matrices.
What's covered in one unit
Up to 100 documents and up to 25 requirements.
Accuracy and failure-mode review of AI or generated output.
What's covered in one unit
Up to 500 outputs, sample verification up to 200, one model and one use case.
Messy records turned into validated structured data with a change log.
What's covered in one unit
Up to 250 documents (5 pages or fewer each) or 3,000 rows, up to 15 fields, one format, one pass.
Every deliverable runs through a multi-model validation pipeline plus a named human sign-off. Several models cross-check each analytical step, and a person is accountable for the result that reaches you — so you get speed and accountability, not one without the other.
Steven Wayne Hazlehurst founded SWH Consultants after 20+ years across telecommunications operations (AT&T, Verizon), federal program administration (USDA Farm Service Agency), and higher-education administration. He holds an MBA and a career built on records integrity and data accuracy. SWH pairs that operator's eye with a disciplined multi-model validation process, so every deliverable carries both speed and a named person accountable for the result.
UEI H17YYKAHH2M9 · CAGE 20GX9 · SAM registered · Valdosta, GA · remote nationwide
Send a short note about what you'd like checked — and attach a sample if you have one. We'll confirm scope and fit, then quote it.
Email steve@swhconsultants.com