Document RAG
PDFs, Notion, Confluence, Drive, SQL sources.
USA product teams hire DebuggedSoftware to add production AI — support bots, document RAG, and tool-using agents with oversight. Quality is measured, not demoed once.
USA RAG Chatbots Agents Evals ET / PT
In short
AI development for USA companies means grounded systems — retrieval over your documents, evaluated answer quality, citations, and product integration — delivered with US overlap and security-aware practices.
PDFs, Notion, Confluence, Drive, SQL sources.
Grounded answers with escalation paths.
Controlled actions + human approval where risky.
Regression checks on quality, cost, and latency.
When US compliance requires tighter control.
Embedded capacity after the foundation exists.
A plain answer up front — we would rather not sell you something you do not need.
We focus on grounded retrieval, logging, and human approval paths so AI features earn trust inside the company — especially when support, sales, or internal knowledge is on the line.
Customer support assistants over help centers, internal knowledge copilots, document Q&A for ops teams, and agents that triage tickets with humans still owning judgment calls.
| Need | Lean toward |
|---|---|
| Knowledge that changes often | RAG |
| Consistent tone / format | Fine-tuning |
| Support / KB bots overall | RAG (often + light fine-tune) |
| Private data controls | RAG + private deploy options |
Typical range
Custom quote (USD)
Timeline
Typical first launches 5–16 weeks
Team shape
AI lead + engineers + your domain expert
Private deployments and multi-tenant isolation are scoped separately.
The people you meet in discovery stay involved through architecture, delivery, and launch — not a junior bench swap after the sale.
Metadata, page performance, and maintainable UI are part of delivery — not a post-launch punch list.
Tradeoffs, integrations, and scope changes are documented so your team can audit decisions later.
Repos, infra, analytics, and documentation live in your accounts from day one. No agency lock-in at the end.
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Say hello — ask about a project, timeline, or quote.