Data-Verified

    The Diagnostic Engine: System Architecture Spec for AI-Powered Business Audits

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    Problem

    You're paying $20K for junior consultants to build PowerPoints for 6 weeks — covering 3-4 focus areas with inherent bias — before any improvement work begins.

    Solution

    Sobo's Diagnostic Engine ingests your actual business data, scores 200+ data points across 5 pillars in 15 minutes, and matches you to a vetted expert.

    Outcome

    Zero discovery cost. Zero bias. Expert implementation begins Day 1.

    Diagnose

    AI ingests P&L, CRM, ERP data — 200+ data points scored across 5 business dimensions

    Match

    Gap analysis maps directly to expert profiles — matched to your specific bottleneck

    Resolve

    Implementation begins Day 1 with AI-generated roadmap as the execution blueprint

    Resolution Scorecard

    Metric
    Manual Consulting Audit
    Sobo Diagnostic Engine
    Speed to Insight
    4-6 weeks
    < 15 minutes
    Data Coverage
    3-4 focus areas
    200+ data points, 5 pillars
    Discovery Cost
    $15-30K
    Free
    Bias Risk
    Consultant expertise bias
    Zero algorithmic bias
    Expert Matching
    Whoever's on the bench
    Data-matched to your gaps

    Diagnostic Engine: System Specification

    Input → Process → Output

    System Input

    • P&L / Financial Data
    • CRM Pipeline Metrics
    • ERP / Workflow Systems
    • Headcount Structure
    • Operations Assessment

    Processing

    200+ data points

    Scored simultaneously

    5 scoring dimensions

    Cross-referenced in real-time

    < 15 minutes

    Total processing time

    Output

    • Scored Gap Analysis
    • Prioritized Bottleneck Map
    • 90-Day ROI Roadmap
    • Expert Match-Rate Score
    • Implementation Blueprint

    Eliminating the 40-hour manual audit. 15 minutes. Zero cost. Zero bias.

    Resolution Flow: Data Ingestion → Expert Deployment

    01

    Data Ingestion

    P&L, workflow data, headcount, CRM pipeline — ingested via secure API or manual upload.

    No copy-paste. No interviews. Your actual operational data.

    02

    AI Bottleneck Identification

    The Diagnostic Engine scores 200+ data points across 5 pillars to surface your highest-leverage gap.

    Zero consultant bias. The engine doesn't know which experts are available — it identifies what your business needs.

    03

    Precision Expert Matching

    Gap analysis maps directly to expert profiles. Matched to the fractional leader who solved this exact problem before.

    Data-verified performance history. Not interviews and reference calls.

    Manual Audit vs. Sobo Diagnostic: Speed-to-Insight

    Traditional consulting discovery is a rearview mirror: 4-6 weeks of interviews, document reviews, and PowerPoint decks that tell you what you already suspected. Sobo's Diagnostic Engine is a radar — it scans forward, identifies what's actually broken, and delivers a precise fix-map.

    Manual Audit Timeline

    Week 1-2Sales process & scoping
    Week 3-4Stakeholder interviews
    Week 5-6Data collection & analysis
    Week 7-8Report writing
    Week 9+Recommendations delivered

    Total: 6-8 weeks · $15-30K · Implementation starts Month 3

    Sobo Diagnostic Timeline

    Minute 1-5Data ingestion (API or upload)
    Minute 5-10AI scoring across 5 pillars
    Minute 10-15Gap analysis & match-rate generated
    Day 1Expert matched & roadmap delivered
    Day 1Implementation begins

    Total: 15 minutes · $0 · Implementation starts Day 1

    A manual audit is a rearview mirror. Our Diagnostic Engine is a radar.

    15 minutes. 200+ data points. Zero consultant bias. Your actual business data.

    Run Your Diagnostic →

    Diagnostic Scoring Criteria: The 5 Pillars

    The Diagnostic Engine scores your business across 5 operational dimensions — absorbed from our proprietary Ops IQ framework. Each pillar generates a weighted score that maps directly to expert matching criteria.

    SMB Diagnostic Scoring Dimensions

    Financial Clarity
    Cash flow visibility, margin structure, unit economics, forecasting accuracy
    Fractional CFO / Finance Leader
    GTM Velocity
    Pipeline conversion, sales cycle length, CAC:LTV ratio, channel mix effectiveness
    Fractional VP Sales / CRO
    Talent Density
    Key-person dependency, leadership gaps, role-to-capability alignment, retention risk
    Fractional CHRO / COO
    Tech Stack Optimization
    System connectivity, automation coverage, data accessibility, AI readiness
    Fractional CTO / Ops Leader
    Compliance & Risk
    Regulatory exposure, contract risk, operational fragility, insurance adequacy
    Fractional GC / Risk Advisor

    Why Zero Bias Matters

    Traditional consulting firms recommend solutions using consultants they have available — creating a structural conflict of interest. Sobo's Diagnostic Engine doesn't know which experts are available. It identifies what your business actually needs, then matches accordingly. The engine has no bench to protect.

    How the Diagnostic Connects to the SMB AI Operating System

    The diagnostic is the entry point to a broader AI Operating System — where data ingestion, automated workflows, and continuous intelligence replace manual processes across your entire business. The diagnostic identifies where to start; the OS is the destination.

    See how your data matches our experts.

    Sobo's diagnostic engine reads your actual P&L, workflows, and operations.

    Get Your Free Diagnosis

    Launch Your 15-Minute Diagnostic

    Sobo's Diagnostic Engine runs on your actual data — not the internet. In 15 minutes, you'll have a scored gap analysis, a prioritized roadmap, and a matched expert ready to execute.

    Diagnostic Engine: Technical FAQs

    Stop Guessing. Get a Precise Diagnosis.

    Sobo's engine runs on your actual data — not the internet — and connects you with the exact expert to fix what's broken.

    Get Your Free Diagnosis
    Robert Burke - Founder & CEO of Sobo.ai

    Robert Burke

    Founder & CEO of Sobo.ai

    Robert is a multi-generation entrepreneur with 20+ years helping SMBs scale through operational excellence and fractional leadership.

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