Define data sources, user roles and governance needs in a one-hour session.
Connect sample CSVs, configure access policies and validate query accuracy.
Orchestrate Bedrock prompts with Lambda and Step Functions, store query logs in CloudWatch, and publish results to QuickSight dashboards.
Add scheduled refresh tasks, tune prompt templates and enable multilingual support.
Head of Analytics, QuickCart
95 percent reduction in analyst queue times
Average query turnaround under ten secondswith manual writing
Finance teams spent hours slicing CSV exports in Excel, risking errors and version sprawl.
Avahi deployed natural-language querying on Bedrock with auto-generated SQL pushed to Athena, then visualised results in QuickSight.
Report prep time cut from three hours to fifteen minutes
Spreadsheet errors reduced by 80 percent
Leadership adoption of self-service analytics up 60 percent
No. The engine can query directly against files in S3 or local uploads. You can also export SQL to run in Athena or your existing warehouse.
Yes. Role-based policies hide or mask fields and prevent unauthorised joins.
You pay for tokens processed by Bedrock and serverless compute used for previews. Most SMBs spend less than traditional BI licensing.
