The Problem
Companies know they need AI but lack clarity on where to start. Consultants and agencies spend hours manually researching prospects, analyzing their operations, and crafting individualized recommendations. Manual assessments are expensive, slow, and impossible to scale — a single deep-dive audit can take a full day of analyst time.
The result: agencies either deliver generic assessments that fail to impress, or invest heavily in bespoke research that doesn't scale beyond a handful of prospects per week.
The Solution
The Audit Engine is an agentic assessment pipeline that automates the entire research-to-roadmap workflow. Give it a company name, a batch of prospects, or even a job posting URL — and it delivers personalized AI-readiness reports with specific implementation roadmaps, ranked by impact and feasibility.
Parallel research agents handle the heavy lifting: web research, competitive analysis, and operational assessment run simultaneously across multiple companies, turning what was a day-long manual process into a 15-minute automated pipeline.
Features
Single Company Deep-Dive
Enter a company name and the engine conducts comprehensive web research — analyzing their technology stack, operational processes, competitive landscape, and public signals of AI readiness. The output is a structured assessment with scored dimensions and prioritized recommendations.
Batch Processing with Parallel Agents
Process up to 10 companies simultaneously. Each company gets its own dedicated research agent that works independently, ensuring thorough analysis without cutting corners. Results are aggregated into a pipeline dashboard for easy comparison and prioritization.
Job Description Mode
Feed in job posting URLs from StepStone, Indeed, or other platforms. The engine analyzes what roles a company is actively hiring for and identifies specific AI automation opportunities within those functions. A company hiring five data entry clerks is signaling a very different AI opportunity than one hiring machine learning engineers.
Personalized PDF Roadmaps
Every assessment generates a branded PDF roadmap with implementation priorities, estimated timelines, and quick-win recommendations. Each roadmap is tailored to the company's specific industry, size, and operational maturity.
Pipeline Management
Supabase-backed tracking for every prospect in the pipeline — from initial assessment through follow-up stages. Status tracking, scoring history, and audit versioning ensure no prospect falls through the cracks.
Automated Prospect Enrichment
Before generating an assessment, the engine enriches prospect data through web research — identifying key decision-makers, recent company news, technology investments, and competitive positioning. This context flows directly into the assessment, making every audit feel hand-crafted.
Results
- 10x throughput: Process 10 companies in the time it previously took to assess one manually
- Consistent quality: Structured scoring framework ensures every assessment covers the same dimensions with the same rigor
- Personalized at scale: Each roadmap reflects the specific company's operations, industry, and maturity level — no generic templates
- Pipeline visibility: Full Supabase-backed tracking from initial research through follow-up, with status history and scoring trends
