src.llm_interpreter.render.business_assembler

Business report assembler for executive/CMO reporting.

This module creates action-oriented business reports with strategic recommendations, ROI analysis, and implementation roadmaps. Last Modified: 2025-04-10

Module Contents

class src.llm_interpreter.render.business_assembler.BusinessReportAssembler(results_dir: pathlib.Path, config_path: pathlib.Path)

Assembles executive/CMO-focused business reports.

Generates action-oriented reports with strategic recommendations, ROI analysis, and implementation timelines.

load_and_analyze()

Load data and run business analysis.

build_title_section() → str

Build report title and metadata.

build_executive_summary() → str

Build executive summary section.

build_highlights() → str

Build concise highlights section with key metrics and top channels.

build_key_findings() → str

Build key findings section.

build_strategic_recommendations() → str

Build strategic recommendations section.

build_budget_optimization() → str

Build budget optimization section.

build_channel_performance() → str

Build channel performance summary.

build_commercial_second_order_insights() → str

Build a concise section surfacing commercial insights and second-order effects.

build_quick_wins() → str

Build quick wins section.

build_implementation_timeline() → str

Build implementation timeline.

build_risks_and_mitigations() → str

Build risks and mitigations section.

assemble_report() → str

Assemble complete business report.

Returns:

Complete markdown business report

save_report(output_path: pathlib.Path)

Assemble and save business report to file.

Parameters:

output_path – Path to save markdown report

src.llm_interpreter.render.business_assembler.generate_business_report(results_dir: pathlib.Path, config_path: pathlib.Path, output_path: pathlib.Path) → str

Generate complete business/executive report.

Parameters:

• results_dir – Directory containing results (csv/ and png/ subdirs)

• config_path – Path to YAML config file

• output_path – Path to save markdown report

Returns:

Report content as string

Example

>>> from pathlib import Path
>>> from src.llm_interpreter.render import generate_business_report
>>>
>>> report = generate_business_report(
...     results_dir=Path("results"),
...     config_path=Path("demo/demo_config.yml"),
...     output_path=Path("results/markdown/business_report.md")
... )
>>> print(f"Generated {len(report)} character executive report")