EXECUTIVE PRACTICE OVERVIEW

Enterprise technology judgment sharpened by over 25 years of architectural rigor.

Andrew Enterprises LLC provides specialized enterprise architecture, full lifecycle application development, governance audits, and fractional executive leadership for mid-market, growth-stage, and PE-backed organizations.

25+ Years Architecture Exp.

2–3 Wk Fixed-Scope Audit Time

MIT Executive Heritage

Senior Technology & Business Executive

President & CEO, Andrew Enterprises LLC

BS Electrical Engineering • MIT Alumni

Operating with direct, uncompromised enterprise accountability. We avoid junior staff delegation and bureaucratic overhead, delivering unbiased technical truth and board-level precision.

Engagement Style: Independent • Retainer / Fixed-Fee

Direct Contact: tjohnson@alum.mit.edu

Board Governance: North American Market Expansion

EXECUTIVE ARCHITECTURE & LEADERSHIP

Distilling complex problems into clear strategic priorities that elevate enterprise valuation.

Andrew Enterprises LLC (AELLC) was founded to bridge the gap between high-level executive business strategy and deep, low-level technical execution. Led by an executive with more than 25 years of experience architecting high-performance backend systems, distributed telecom platforms, and enterprise data workflows, we align technology decisions with investor theses and operational profitability.

From spearheading the re-engineering of carrier-grade telephony and high-speed IP deep packet inspection algorithms to designing modern AI governance frameworks aligned with the EU AI Act and NIST AI RMF, our practice guarantees direct executive engagement without dilution.

01 / UNBIASED ADVISORY

Zero Vendor Capture

Independent assessment of stacks, infrastructure costs, and third-party vendors with pure fiduciary loyalty to your board.

02 / MEASURABLE ROI

EBITDA & Diligence Focus

Targeting technical debt reduction, cloud CapEx/OpEx rationalization, and system resilience that withstands buyer M&A scrutiny.

PROVEN TRACK RECORD

Enterprise Architectural Milestones

A history of mission-critical engineering, high-throughput backend systems, and multi-million dollar operational efficiency turnarounds.

Carrier-Class Email Archival & Retrieval (500M+ Records/Year)

Telecom Architecture

Engineered an enterprise archival and instantaneous retrieval system handling half a billion communications annually for a premier telecommunications client. Designed high-concurrency JRuby multithreaded background daemons with robust PostgreSQL/Tomcat integration to automate ingestion and suppress suppression queues.

Multithreading / Concurrency REST/SOAP High-Volume Archival PostgreSQL

Gigabit Real-Time Deep Packet Inspection (DPI) & Analysis

Real-Time C/C++ Systems

Analyzed patent-pending algorithms and engineered a real-time IP packet categorization engine operating at wire speeds. Measured jitter, inter-packet delay, latency, and packet loss across datalink to application layers on 64-bit Linux RTAI kernel modules.

C/C++ RTAI Real-Time Kernel Low-Latency Sockets Network Measurement

Digital Transformation & Workflow Automation ($250K Annual Savings)

Business Re-Engineering

Orchestrated end-to-end business process re-engineering for client case management, replacing physical forms with an automated custom portal. Eliminated 35 manual overhead hours per day, securing $250,000 in immediate, recurring annual EBITDA savings.

BPMN Workflow Automated Reporting Full Lifecycle SDLC Distributed Teams

Scalable Media Ingestion & Live Video Distribution Architecture

Streaming Infrastructure

Re-engineered and scaled web-based video distribution platforms using Wowza Media Server and multi-threaded ingestion daemons. Implemented rigorous API contracts and agile governance to boost sprint delivery velocity for web and mobile streaming pods.

Wowza Streaming Ruby on Rails REST Services SOA / Messaging

TECHNICAL MASTERY

Core Technical & Governance Stack

Direct experience across enterprise backends, low-level real-time engineering, modern AI orchestration, and strategic board governance.

LANGUAGES

C, C++, Java, Python, Ruby, JRuby, SQL, JavaScript, Assembly, Bash, Perl, PHP.

BACKEND & CONCURRENCY

Multi-threading, Multi-processor, ActiveMQ, MSMQ, SOAP/REST APIs, SOA, Tomcat, Apache, Linux/CentOS/Ubuntu.

ARCHITECTURE & SDLC

TOGAF, BPMN, UML, CI/CD, Docker, Microservices, OOA/OOD, Agile/Scrum, TDD, Design Patterns.

AI & GOVERNANCE

NIST AI RMF, EU AI Act, ISO/IEC 42001, Shadow AI Audits, MLOps, Model Risk (SR 11-7), Agentic Observability.

PRACTICE DIVISIONS

Integrated IT Professional Services & Technology Products

Providing high-conviction IT advisory, architecture execution, modernization audits, and enterprise-grade hardware/software procurement for modern enterprises.

PRACTICE AREA 01 2–3 WEEK FIXED-SCOPE ENGAGEMENT

IT Governance & Modernization Audit Services

Board meetings, funding rounds, and acquisitions don’t wait for IT to catch up. In a fixed 2–3 week window, this assessment delivers an independent evaluation of your technology landscape—architecture, governance, alignment, and resourcing—with a prioritized modernization roadmap ready in time for your next board cycle.

Architecture & Technical Debt

Evaluation of core software, application frameworks, cloud/on-prem infrastructure, integration bottlenecks, and legacy code risks—the exact issues a buyer’s technical due diligence team would flag.

Business & IT Strategic Alignment

Ensuring existing software stacks and tech investments directly enable business revenue, operational efficiency, and scaling objectives—including readiness for your next funding round, add-on acquisition, or exit event.

IT Governance & Risk Control

Assessment of security policies, access controls, vendor dependencies, disaster recovery readiness, and change management workflows, structured clearly for board and sponsor reporting.

Resource & Skills Optimization

Identifying manual overhead, team skills gaps, vendor cost-efficiencies, and immediate automation targets, with direct visibility into the EBITDA impact of each remediation.

Engagement Timeline & Process

WEEK 01

Discovery & Fact-Finding

Stakeholder interviews (CTO, Ops, Dev Leads), code repository inspection, architecture scan, process documentation review, and vendor inventory extraction.

WEEK 02

Deep Analysis & Scoring

Architecture gap analysis, technical debt scoring, vendor spend rationalization, operational vulnerability modeling, and cross-functional risk matrix mapping.

WEEK 03

Strategy & Executive Briefing

Formulating the 3-Tier Modernization Roadmap, modeling ROI/EBITDA impacts, and delivering the 60-minute interactive executive and sponsor briefing.

Deliverables & Transparent Pricing

Guaranteed 15-business-day turnaround • Zero scope creep • Mutual NDA Protection

Engagement Tier	Fixed Investment	Primary Target	Core Deliverables Included
Standard Engagement	$8,500 – $12,500	Owner-operated mid-market companies seeking operational clarity	Executive Summary • Risk Heatmap • 3-Tier Roadmap (0–30d, 3–6mo, 6–12mo) • 60-min Leadership Briefing
PE-Backed / Sponsor-Reporting	$11,000 – $16,000	Growth-stage & sponsor-backed scale-ups facing board/diligence review	All Standard items + Sponsor-Ready Diligence Pack • EBITDA Impact Projections • Board Presentation Deck

Scope Exclusions: Scope excludes active penetration testing, hands-on code remediation, and vendor procurement implementation. This is an unbiased, independent assessment engagement.

PRACTICE AREA 02 FLEXIBLE RETAINER ADVISORY

Virtual CTO / Fractional CIO Advisory Services

You need C-suite-level technology judgment, but a full-time hire at $350K–$500K+ doesn’t yet make sense—the timing, budget, or scope isn’t there. We embed directly into your leadership team, setting strategy, coaching engineering leads, and representing technology credibly to your board.

01 / DILIGENCE

Roadmap & M&A

Align engineering roadmaps with investment theses; prepare architectures for sell-side/buy-side technical audits.

02 / TALENT

Engineering Leadership

Mentor VPs of Engineering and Leads; establish engineering velocity, code quality metrics, and delivery governance.

03 / ARCHITECTURE

Infrastructure Scaling

Oversee the evolution from MVP codebases to scalable enterprise cloud environments while enforcing strict security standards.

04 / GOVERNANCE

Board Representation

Translate technical complexity into valuation impact for non-technical founders, PE sponsors, and directors.

Advisory Engagement Tiers

Initial 3-month term • Scalable up or down based on organizational roadmap

TIER 01

Strategic Advisory

$6,000–$8,000 / month (10–15 hours)

Ideal for executive mentoring, architecture sanity checks, critical vendor evaluations, and board meeting prep.

Popular

TIER 02

Fractional Executive

$9,000–$11,000 / month (~1 day/wk • 30–40 hrs)

Embedded partner leading roadmap execution, establishing engineering KPIs, coaching leads, and representing IT to the board.

TIER 03

Interim CTO

$12,000–$14,000 / month (~2 days/wk • 70–80 hrs)

High-engagement leadership through critical transitions: M&A tech integration, legacy rebuilds, or CTO succession searches.

30-60-90 Day Plan Comprehensive code health, cloud spend, and team delivery velocity evaluation.

Board-Ready Briefings Concise dashboards linking engineering performance directly to enterprise valuation.

Architecture Blueprints Reference stack designed to handle 5x–10x scale without exponential headcount costs.

Knowledge Transfer Playbook Documented governance ensuring seamless onboarding when hiring a permanent executive.

PRACTICE AREA 03 AI AUDIT & ENTERPRISE TRANSFORMATION

AI Readiness, Shadow AI Audit & Global Governance

A rigorous phase-by-phase methodology for auditing, governing, and operationalizing artificial intelligence across growth-stage and multinational organizations. We reconcile conflicting global mandates (EU AI Act, NIST AI RMF, ISO 42001) into one cohesive, board-level control framework.

89% Enterprise AI usage currently invisible to IT (Gartner)

3.4× Higher governance efficacy via dedicated control platforms

6 Jurisdictions Reconciled in a single unified compliance model

The Five-Phase Engagement Framework

Discovery & Assessment

Weeks 1–3 • Establishing Ground Truth

Inventory data assets and shadow AI exposure as they actually operate. Surface unsanctioned SaaS LLMs, developer coding copilots, and local models via endpoint and identity signals. Benchmark baseline maturity across strategy, data, infrastructure, governance, and talent.

Tooling Deployed: Collibra, Alation, Microsoft Purview, CrowdStrike Falcon for IT, Netskope, Torii, Reco, RMM asset logs.

Strategy & Roadmap

Weeks 3–5 • Translating Findings into Sequence

Convert diagnostic scores into a sequenced implementation roadmap. Determine which business use-cases yield maximum immediate ROI, and establish mandatory guardrails before scaling. Pre-map policies to EU AI Act high-risk obligations, NIST AI RMF, and ISO/IEC 42001 standards.

Tooling Deployed: Credo AI, Trustible, Holistic AI, OneTrust AI Governance, Secure Privacy.

Pilot & Proof of Concept

Weeks 5–9 • Validate Before Full Scale

Stand up priority high-leverage workflows in sandboxed environments. Validate model performance, latency, cost per token, and regulatory constraints before committing enterprise capital.

Tooling Deployed: Azure AI Studio, AWS Bedrock, Vertex AI, MLflow, CloudZero inference cost monitors.

Implementation & Rollout

Weeks 9–16 • Production Scale with Runtime Governance

Promote validated pilots to enterprise production with runtime guardrails built in natively. Implement AI gateways for prompt filtering, PII redaction, and agentic observability.

Tooling Deployed: Bifrost, TrueFoundry, Airia, Arthur AI, Fiddler, Whatfix, WalkMe.

Continuous Monitoring & Governance

Ongoing Engagement • Continuous Assurance

Recurring algorithm bias reviews, continuous shadow AI detection, third-party vendor AI risk profiling, and regular board maturity rescoring.

Tooling Deployed: Holistic AI Audit, IBM AIF360, Fairlearn, Whistic, CrowdStrike Falcon.

MULTINATIONAL INDUSTRY DEPTH

Sector-Specific Regulatory Calibration

FINANCIAL SERVICES

Banking & FinTech

Credit decisioning, fraud detection, AML/KYC.

Basel III • SR 11-7 • EU AI Act Annex III

HEALTH & LIFE SCIENCES

Pharma & SaMD

Drug discovery, trial recruitment, diagnostic AI.

FDA SaMD • EU MDR/IVDR • GxP Pipelines

MANUFACTURING & TELECOM

Critical Infrastructure

Predictive maintenance, network self-healing.

IEC 62443 • NERC CIP • EU DSA • ISO 42001

PRACTICE AREA 04 ENTERPRISE APPLICATION ENGINEERING

Solutions Architecture & Custom Application Engineering

High-performance systems require architectures built for massive concurrency, predictable latencies, and operational resilience. We analyze client requirements, design scalable architectures, and engineer custom enterprise software that replaces manual bottlenecks with robust, automated engines.

High-Concurrency Backend Systems

Architecture of multithreaded daemon processes, queue managers, and microservice meshes capable of processing massive data throughput without degradation. Deep proficiency in C/C++, Java concurrency, JRuby daemons, and asynchronous message brokers (ActiveMQ, MSMQ).

Real-time socket architectures & streaming protocols
Database partitioning, materialized views & stored procedures
Fault-tolerant failover clustering & state synchronization

Legacy Modernization & Process Automation

Refactoring fragile, legacy codebases and paper-driven manual workflows into unified Web portals and API-driven architectures. Proven experience eliminating thousands of manual hours per annum and accelerating sprint velocity through rigorous architectural governance.

BPMN business process modeling & system re-engineering
SOA migration & RESTful API contract standardization
CI/CD pipeline stabilization & test automation frameworks

Need architectural guidance or custom system design?

Review past case studies or schedule an engineering scoping discussion.

PRACTICE AREA 05 PRODUCTS & LICENSING

Technology Products, Hardware Procurement & Licensing

In addition to high-tier advisory, Andrew Enterprises LLC facilitates commercial sales of computing hardware, enterprise infrastructure, proprietary assessment toolkits, third-party software, and volume licensing programs.

COMMERCIAL SALES

Computing Hardware & Infrastructure

Procurement and deployment advisory for enterprise compute, storage arrays, network switches, carrier-grade telecommunications gear, and secure on-premises gateway hardware tailored to performance requirements.

• Enterprise Servers • Storage SAN/NAS • Networking

PROPRIETARY TOOLKITS

Licensable IP & Diagnostics

Direct licensing of AELLC's proprietary operational diagnostics: our 5-Pillar AI Governance Diagnostic, Pre-Mapped Compliance Control Libraries (EU AI Act / NIST), and Technical Debt Heatmap instruments.

• Diagnostic SaaS • Compliance Toolkits • Dashboards

SOFTWARE LICENSING

Enterprise Software & Volume Licensing

Procurement facilitation for third-party commercial software, specialized database licenses, cloud MLOps platforms, security suites, and vendor-neutral license optimization to control enterprise software CapEx/OpEx.

• Volume Agreements • GRC Suites • Database Licensing

PROPRIETARY ASSETS

Licensable Software & Methodologies

Packaged IP developed through decades of enterprise advisory.

Self-Serve / SaaS

AI Governance Scorecard

Interactive readiness assessment generating executive maturity baselines.

Content License

Compliance Control Toolkit

Policy templates pre-mapped to EU AI Act, NIST AI RMF, and ISO 42001.

Subscription

Enterprise Risk Dashboard

Multi-jurisdiction compliance monitoring rolled up to board-level metrics.

DIRECT EXECUTIVE ENGAGEMENT

Initiate a Confidential Strategic Discussion

Direct access to 25+ years of senior enterprise judgment. No junior account managers, no automated filters. All discussions governed by strict mutual confidentiality.

ENGAGEMENT LIFECYCLE

How We Partner & Launch

STEP 01 30–45 MIN

Discovery Call

Initial conversation to confirm strategic fit, establish current posture, and identify the trigger event (board cycle, M&A diligence, growth milestone).

STEP 02 2–3 DAYS

Scoping & Pricing

Translate discovery findings into a formal, fixed-scope proposal with clear deliverable timelines, guaranteed milestones, and zero scope drift.

STEP 03 CONFIDENTIAL

Agreement & NDA

Engagement letter, governance tier, and terms finalized under mutual NDA. Conflict-of-interest disclosures completed before kickoff.

STEP 04 DAY 1

Executive Kickoff

Initial 45-minute alignment session to confirm success criteria tied directly to your trigger event. Assessment or embedded retainer starts immediately.

EXECUTIVE OFFICE

Andrew Enterprises LLC

Specialized Information Technology Professional Services & Commercial Technology Products.

Direct Executive Email: tjohnson@alum.mit.edu

Corporate Structure: Limited Liability Company (LLC)

Focus Markets: North America • Global Multinational Entities

Confidentiality: All stakeholder materials protected under bilateral NDA

Fiduciary-Grade Governance

Empowering leadership teams, founders, and boards with unassailable technical truth.

Request an Initial Discovery Briefing

Complete the brief intake below to schedule a 30-minute discovery call.

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