Phase 1 Diagnostic Solutions

Data-Driven Feasibility, Bottleneck Elimination, and Risk-Mitigated AI Roadmaps Before You Commit Capital

“We’ll show you where AI should, and shouldn’t, be used.”

Protect your capital wth data driven certainty. Before updating ERPs, changing CRMs, modifying workflows, or procuring hardware, let ABI execute strategic diagnostics to map workflow bottlenecks, identify economic drivers, and prove AI technical readiness.

AI and Data Standardization in Manufacturing

Quote Leakage & Speed Audit

Target Client Needs

Designed for custom manufacturers suffering from sluggish 1-3 week quote turnarounds, collapsing competitive win rates, and severe margin leakage caused by manual estimation practices.

Diagnostic Process

A rigorous data ingestion of historical quotes, win/loss timestamps, and completed job records. We execute a forensic variance analysis between your engineering estimates and shop-floor actuals to map the mathematical correlation between quoting velocity and revenue conversion.

Package Options & Deliverables

Package Level	Data Ingested	Outputs & Deliverables
Remote	30 days historical quotes; up to 10 job records	High-level Win/Loss segmentation; baseline System Blueprint.
Hybrid (Remote Kickoff & 1-Day On-Site)	60-90 days historical quotes; 10-30 job records	Deep Quote-vs-Actual Variance Analysis pinpointing top economic drivers and profit killers.

Data Friction & AI Readiness Scan

Target Client Needs

Ideal for organizations eager to deploy Generative AI or predictive models but paralyzed by fragmented pipelines, disconnected IT/OT systems, and high labor costs associated with manual data rework.

Diagnostic Process

Treating enterprise data as active infrastructure, we map your software inventory, evaluate representative exports against rigorous FAIR principles, and conduct interrogations with process owners to identify undocumented data silos and access friction.

Package Options & Deliverables

Package Level	Data Ingested	Outputs & Deliverables
Remote	High-level systems inventory; 1-2 data exports; 60-min virtual interview	Basic Data Readiness Score; preliminary Ranked Use-Case Roadmap.
Hybrid (Remote Kickoff & 1-Day On-Site)	Deep architecture mapping; multiple complex exports; 90-min on-site interviews	Comprehensive System Map; detailed Manual Rework Cost Analysis translating friction into dollars.

Constraint Economics Sprint

Target Client Needs

Engineered for operations-heavy enterprises experiencing “sluggish flow,” where increasing revenue generates massive Work-In-Progress (WIP) backlogs and physical production bottlenecks.

Diagnostic Process

Rooted in Little’s Law and the Theory of Constraints (TOC), we isolate a single workflow to execute Value Stream Mapping (VSM). By measuring Takt times, release intervals, and physical queue times during a Gemba walk, we identify the exact binding constraint limiting capacity.

Package Options & Deliverables

Package Level	Data Ingested	Outputs & Deliverables
Remote	Workflow isolation via exported ERP logs and virtual interviews	Theoretical bottleneck identification; baseline E2 Operations Model Alignment.
Hybrid (Remote Kickoff & 1-Day On-Site)	Physical Gemba Walk observing actual work, release intervals, and queue times	Definitive Binding Constraint Identification; granular financial impact report utilizing throughput accounting.

Executive AI/ROI Feasibility Study

Target Client Needs

Tailored exclusively for executive boards and stakeholders who demand an independent, vendor-agnostic business case and risk profile before authorizing capital for a systemic digital transformation.

Diagnostic Process

A high-level strategic consultation focusing heavily on economic feasibility, change management readiness, and technical risk mitigation. We evaluate AI maturity levels and align proposed interventions directly with long-term corporate value creation targets.

Strategic Deliverable

Comprehensive Executive Summary Report & Decision Dossier: A board-ready document synthesizing economic feasibility, technical risk, and strategic alignment. It features a detailed cost-benefit analysis breaking down expected costs and ROI, alongside a rigorous sensitivity and stakeholder assessment to mitigate cultural resistance. This robust dossier serves as the formal go/no-go recommendation on capital allocation, empowering executives to safely authorize Phase 2 integrations without the need for costly custom prototyping.

AI and Automation Readiness Audit

A Strategic Plan to Ensure Your Company Profits in the AI Era

Best For: Manufacturing companies that want to move beyond generic technology hype and implement targeted, ROI-driven AI solutions. It is ideal for organizations operating with disconnected data silos lacking the highly specialized, in-house engineering talent required to architect a secure and profitable digital transformation.

Stop Guessing. Start Scaling:

AI Acceleration: Pinpoint precise operational areas where AI can accelerate quoting, drive top-line revenue, and expand profit margins.

Protect your Capital: Ensure your facility’s data architecture is fully prepared before you invest in expensive robotic hardware.

Targeted Implementation: Identify low-risk, high-return interventions, such as AI-driven quality inspection, which has been shown to reduce scrap rates by up to 28% in metal facilities.

Prioritize Change Management: Directly engage your frontline workers and plant managers to ensure the new tools will be embraced rather than resisted.

Why You Need This:

Avoid the “Hardware Trap”: Don’t buy a $300,000 robotic welding cell just to automate a broken process. We ensure your data architecture is ready before you make massive capital expenditures.

Escape “Pilot Purgatory”: Stop wasting time on generic AI chatbots that frustrate your staff. We pinpoint the exact, low-risk operational interventions that ensure a return on investment.

Fractional Elite Expertise: If your team had the specialized bandwidth to map your legacy operational technology to modern AI networks, they would have done it already. We give your team the exact architectural roadmap they need to execute independently.

Key Deliverables:

In-Person Facility Visit (2.5 Days): An Accredited Engineer will travel to your plant(s) for a Gemba Walk to observe your physical machinery, map hidden workflow bottlenecks, and interview your floor staff. We will also secure an analysis of your existing software stack (ERP, CAD/CAM, etc.) and historical baselines to ensure our analysis is correctly targeted.

Expert Consultation & Engineering: Dedicated off-site synthesis of your facility’s processes to filter out vendor hype and select the precise, vendor-agnostic AI applications that fit your budget.

Formal Company Improvement Plan: A fully customized, step-by-step executive playbook for Automation, AI, and Process Improvement implementations. This includes calculated ROI projections, a phased 12-to-24 month integration timeline, and an architectural roadmap your in-house team

Strategic Transitional Incentive: All Phase 1 Diagnostic Solutions include a 50% financial credit applied directly toward a formal Solution Blueprint, provided the Phase 2 implementation agreement is executed within 30 days of the diagnostic readout.