Generate AI-powered executive summary and conclusion

Usage

generate_ai_synthesis(
  overall_stats,
  theme_stats,
  correlations_df,
  insights,
  theme_set,
  provider = NULL,
  config = NULL,
  audit_log = NULL,
  response_cache = NULL
)

Arguments

overall_stats: Overall statistics list
theme_stats: Per-theme statistics list
correlations_df: Correlations tibble
insights: Insights list
theme_set: ThemeSet object
provider: AIProvider object (or NULL for fallback)
config: ThematicConfig (or NULL). The reflexivity_block is read from config$study and injected into the synthesis system prompt; pass NULL to omit reflexivity framing.
audit_log: An optional AuditLog object. When provided, the executive-summary synthesis AI call is recorded as an ai_request audit decision with full provenance.
response_cache: An optional ResponseCache object. When provided, the raw API response is written to the cache and referenced from the audit log.

Value

List with executive_summary and conclusion strings