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RAG Development · Atlanta, GA
Atlanta is the operational backbone of the Southeast. Delta moves cargo through the world's busiest passenger airport. UPS routes most of the country's ground freight from Sandy Springs. Home Depot runs the largest supplier network in retail from Vinings. Equifax handles the credit history of nearly every working American. The shared trait is that the business runs on documents: contracts, EDI transactions, payer agreements, supplier specifications, compliance filings, and bureau-dispute records.
We build RAG systems for Atlanta logistics, fintech, healthcare-administration, and B2B SaaS teams that turn those document libraries into a queryable surface. The pipeline respects your permissions, your tenant boundaries, and the regulatory audit trail that the Southeast enterprise buyer expects from day one.
Pricing depends on document volume, source count, and how strict the compliance posture needs to be.
Tell us what document surface your team needs to query.
The dominant Atlanta shape is a logistics or distribution operation with a heavy EDI surface. UPS, Saia, the Delta cargo organization, and the regional 3PLs around the Port of Savannah generate millions of 856 ASNs, 204 load tenders, 210 freight invoices, and 990 carrier responses every quarter. The carrier-contract library that wraps all of that has rate schedules, accessorial-charge definitions, detention rules, and amendment histories that an operations analyst should be able to query in seconds and cannot. Most of the time the analyst defaults to emailing the carrier rep and waits an afternoon for a reply.
The fintech corridor between Midtown and Alpharetta is the second cluster. NCR Voyix, Global Payments, Fiserv, FIS, and the Atlanta Fed itself sit on top of regulated-data document libraries: KYC files, OFAC screening records, BSA program documentation, state money-transmitter filings, and the consumer-dispute correspondence that Equifax processes at industrial scale. The retrieval problem here is indistinguishable from the New York finance problem with two differences: the regulatory framework is GLBA plus state banking rather than NY DFS, and the labor cost structure makes a custom build cheaper to justify.
Healthcare administration is the third axis. WellStar, Piedmont, Emory, and Northside maintain payer-contract libraries that the revenue-cycle teams query daily. The Anthem, BCBS of Georgia, Aetna, and UnitedHealthcare contracts each run hundreds of pages with fee schedules, prior-authorization rules, and amendment chains that determine whether a specific claim gets paid. A retrieval system over the payer library plus the related claim-edit policies pays for itself the first quarter it cuts denial rework, and the typical Atlanta health system has a revenue-cycle team measured in the hundreds.
The Atlanta B2B SaaS cluster (Mailchimp at Intuit, Calendly, Pardot, OneTrust, Salesloft, the long tail of post-Coca-Cola startups) runs the same internal-knowledge retrieval problem an Austin SaaS company runs. Confluence sprawl, Notion graveyards, Zendesk macro libraries, and sales-enablement decks that nobody can find. The shape is familiar; the difference in Atlanta is that the buyer is often a head of operations or a CFO rather than a head of engineering, and the pitch has to start with dollars.
Six components shaped by how Atlanta logistics, fintech, healthcare, and SaaS teams actually use retrieval in production.
X12 856, 204, 210, and 990 transactions parsed with a real EDI library and indexed with shipper, carrier, SCAC, and origin-destination metadata. Carrier-contract and customs-entry corpora joined in the same retrieval path so a single query crosses structured and unstructured sources.
Hierarchical chunking on contract article, section, and subsection structure. Fee schedules ingested as structured tables. Metadata for payer, plan, effective date, and service line so a revenue-cycle analyst lands the right clause without scrolling.
Two-stage architecture where personally identifiable fields live encrypted with customer-managed KMS keys and the retrieval index holds redacted text with referential tokens. Designed against GLBA Safeguards Rule, FCRA dispute handling, and Georgia Department of Banking review.
BM25 keyword search combined with dense vectors (text-embedding-3-large by default). Metadata filters on tenant, region, payer, lane, or contract effective date run before vector search, keeping precision high without burning recall.
Sub-500-ms retrieval path for battlecards, win-loss notes, and competitor docs. Chrome extension or Slack /command interface so the AE does not switch tabs. Feedback signals on deal stage and competitor exposed to the enablement team.
Test set of 100 to 200 real questions from your team with reported recall, MRR, and answer accuracy. Every production query logged with user, chunks retrieved, and answer returned for SOC 2, HIPAA, GLBA, or FCRA audit needs.
Atlanta concentrates four industries that each have a heavy document corpus and a clear retrieval ROI. Logistics runs from Hartsfield-Jackson and the Port of Savannah inland corridor: Delta cargo, UPS, the regional 3PL cluster, and Saia's Johns Creek operation each maintain EDI archives, carrier-contract libraries, and customs records that the operational teams query daily. Home Depot in Vinings and Coca-Cola downtown carry supplier-contract corpora that procurement teams have to surface on demand. Honeywell's recently relocated HQ adds an industrial-products spec-sheet surface that field engineers and applications teams pull from constantly.
The fintech and payments corridor is the second pillar. NCR Voyix, Global Payments, Fiserv's Alpharetta office, FIS at the Gulch, and Equifax itself sit on top of regulated-data libraries that the GLBA Safeguards Rule, the BSA, the FCRA, and the Georgia Department of Banking and Finance all touch. The Atlanta Fed runs an economic-research corpus that policy teams across the region reference. Every retrieval system we ship into this segment isolates PII at the index layer rather than at the prompt layer, which is the architecture that survives a real audit.
Healthcare administration is the third pillar and B2B SaaS is the fourth. WellStar, Piedmont, Emory, and Northside run payer-contract libraries that revenue-cycle teams query daily. Mailchimp (now part of Intuit), Calendly, OneTrust, and Salesloft each carry the internal-knowledge sprawl that every fast-growth SaaS company accumulates. The buyers in both segments tend to be COOs or CFOs rather than CTOs, so the scope conversation starts with dollars and the pricing model has to be transparent. Fixed-price engagements are how we structure that.
Tell us what document types you have, roughly how many, and what questions your operations or revenue-cycle team needs to answer. We reply within one business day with a rough scope and price range.