Intelligence724 Sitemap

Core

• Intelligence724Intelligence724 helps leaders improve one high-value workflow, compare AI and non-AI alternatives, implement the smallest responsible change, and…
• Why Intelligence724Intelligence724 combines current hands-on AI implementation experience with buyer-side process baselining, independent option comparison, controlled delivery, and system-level…
• How We Work: Process-First Intelligence MethodThe Intelligence724 method starts with a business outcome, establishes the current-state evidence, compares AI and non-AI interventions, pilots…
• Workflow Evidence DiagnosticThe Workflow Evidence Diagnostic establishes the current process, identifies where value is lost, compares AI and non-AI options,…
• Independent AI Scale GateThe Independent AI Scale Gate combines process economics, comparative technical evaluation, implementation verification, governance evidence, and an executive…
• Proof CenterThe Proof Center makes delivery capability, historical records, publications, methods, illustrative artifacts, confidentiality boundaries, and unresolved evidence gaps…
• Resources: Tools, Templates, and MethodsIntelligence724 provides transparent, first-party tools and templates that help a buyer structure workflow evidence, compare AI and non-AI…
• Request a Workflow DiagnosticStart with five non-sensitive fields. A person reviews the workflow, desired outcome, ownership, evidence, and responsible-use fit before…

Services

• AI Strategy and Portfolio DesignIntelligence724 converts scattered AI ideas, pilots, and vendor proposals into a governed investment portfolio with named owners, measurable…
• Process Intelligence and Workflow AutomationIntelligence724 reconstructs how cases, documents, decisions, and exceptions actually move through a business process, establishes a measurable baseline,…
• Enterprise Knowledge and Retrieval SystemsIntelligence724 builds governed enterprise knowledge services in which source authority, permissions, freshness, evidence, citation quality, abstention, correction, evaluation,…
• Predictive and Decision IntelligenceIntelligence724 designs decision systems that connect prediction, forecasting, optimization, policy, human judgment, interventions, feedback, and monitoring to a…
• Bounded Agentic AutomationIntelligence724 builds approval-gated, identity-aware workflow agents that can plan and perform explicit business-process steps through narrow tools, external…
• AI Governance, Evaluation, and AssuranceIntelligence724 establishes accountable AI inventories, risk tiers, lifecycle workflows, system-specific evaluation, evidence registers, governance operations, monitoring, incident processes,…
• Vendor-Neutral Architecture and ProcurementIntelligence724 treats sourcing as a complete business-system decision covering process, data, model, retrieval, orchestration, identity, human review, operations,…
• AI Implementation Rescue and Scale GateIntelligence724 enters after a stalled proof of concept, disappointing deployment, rising vendor bill, unresolved governance review, or disputed…

Specialized capabilities

• Legacy-to-AI ModernizationIntelligence724 recovers behavior, establishes tests, isolates fragile internals, adds the smallest useful modern capability, and replaces components only…
• Insurance Claims ModernizationIntelligence724 modernizes claims intake, document preparation, authorized knowledge retrieval, anomaly triage, APIs, testing, data paths, and human-review controls…
• VB6 Modernization and VB6-to-C# MigrationIntelligence724 treats VB6 modernization as an evidence and operating project—not a syntax conversion. AI accelerates analysis and drafting…
• .NET Framework, VB.NET, C#, and ASP.NET ModernizationIntelligence724 modernizes mixed VB.NET, .NET Framework, ASP.NET Web Forms, WCF, Windows service, and C# estates through bounded architecture…
• PHP Modernization and Enterprise WordPress IntegrationIntelligence724 separates the public experience from consequential systems, using validated APIs, identity, workflow orchestration, audit, and authoritative backend…
• SQL Server and MySQL ModernizationIntelligence724 modernizes SQL Server and MySQL estates as business systems of record, not storage details. AI reads through…
• AI Integration for Existing Business SystemsIntelligence724 adds AI through isolated services and governed workflow boundaries. The model assists; business systems, deterministic controls, and…
• Current AI Delivery ExperienceYes. Intelligence724 draws on substantial current delivery of AI-enabled operational systems, AI API-backed code and documentation platforms, automated…

Industries

• Logistics, Freight Brokerage, and LTLIntelligence724 helps logistics, freight brokerage, and LTL modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive…
• Specialty Commercial Insurance, MGAs, and BrokersIntelligence724 helps specialty commercial insurance, MGAs, and brokers modernize recurring, information-intensive workflows by establishing a process baseline, testing…
• Industrial Distribution and Make-to-Order ManufacturingIntelligence724 helps industrial distribution and make-to-order manufacturing modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive…
• Accounting, Audit, and Tax FirmsIntelligence724 helps accounting, audit, and tax firms modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive…
• Regional Banking, Credit Unions, and Specialty LendingIntelligence724 helps regional banking, credit unions, and specialty lending modernize recurring, information-intensive workflows by establishing a process baseline,…
• Healthcare Administration and Revenue CycleIntelligence724 helps healthcare administration and revenue cycle modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive…
• Legal Operations and Law FirmsIntelligence724 helps legal operations and law firms modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive…
• Pharmaceutical and Biotechnology Quality OperationsIntelligence724 helps pharmaceutical and biotechnology quality operations modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive…
• B2B Software Support and Revenue OperationsIntelligence724 helps B2B software support and revenue operations modernize recurring, information-intensive workflows by establishing a process baseline, testing…
• Public-Sector Administrative OperationsIntelligence724 helps public-sector administrative operations modernize recurring, information-intensive workflows by establishing a process baseline, testing assistive machine intelligence…

Insights

• How to Rescue a Stalled AI ImplementationRescue begins by reconstructing the business outcome, approved baseline, architecture, data rights, configuration, acceptance criteria, cost, incidents, and…
• When No AI Is the Best AnswerNo-AI is the correct outcome when the process is unstable, the task is deterministic, authoritative data is unavailable,…
• Measure Cost per Successful OutcomeToken, request, seat, and infrastructure costs are engineering measures. Investment decisions need cost per accepted business outcome after…
• Prompt Injection Is an Authorization ProblemPrompt injection becomes materially dangerous when untrusted content can influence access to powerful tools or sensitive data. Prompts…
• Bounded Agents Without Autonomy TheaterA useful business agent is a constrained process participant. The model may propose actions, but external systems enforce…
• Knowledge Assurance, Not Another ChatbotThe unit of value in enterprise knowledge is a verified resolution: an authorized user receives a supported answer,…
• The Independent AI Scale GateAn independent scale gate combines process economics, technical comparison, implementation verification, governance evidence, and a decision memorandum so…
• Why AI Pilots Fail to Become Operating ProcessesPilots fail to scale when they demonstrate output but not process value, ownership, evaluation, human workflow, security, operating…
• Build, Buy, Configure, or Defer?The sourcing decision concerns the complete operating capability—workflow, data, model, retrieval, identity, human review, operations, commercial terms, change…
• Minimum Necessary Data for Workflow ImprovementA process can often be diagnosed and piloted with smaller, purpose-limited samples, selected fields, pseudonymization, read-only access, and…
• When Human Review Is a Control, Not a FailureHuman review is effective only when the reviewer has evidence, competence, time, authority to disagree, a usable override,…
• What to Measure Before an AI or Automation PilotA useful pilot begins with a verified current-state comparator and measures business outcome, process flow, quality, human review,…
• A Workflow Problem Is Not Automatically an AI ProblemDelay, rework, error, and inconsistency may be caused by policy ambiguity, missing ownership, poor forms, duplicate entry, broken…
• Before the Machine: A Process-First Decision StandardBefore funding AI, define the outcome, process boundary, owner, baseline, evidence, alternative interventions, risk limits, and scale decision.…

Company and engagement

• About Intelligence724Intelligence724 combines current hands-on AI software delivery with process-first consulting to diagnose, design, implement, evaluate, modernize, and govern…
• Partners and Co-DeliveryIntelligence724 partners with software firms, MSPs, cybersecurity companies, accounting and legal advisers, systems integrators, and industry associations under…
• Engagement Models and PricingIntelligence724 offers fixed-scope diagnostics, assessments, pilots, implementations, independent assurance, and recurring operations. Each engagement states what the client…
• Frequently Asked QuestionsIntelligence724 answers common questions about process-first AI consulting, services, diagnostics, implementation, bounded agents, evaluation, governance, pricing, ownership, and…
• Machine Intelligence GlossaryThe Intelligence724 glossary defines process-first AI, bounded agency, evaluation, RAG, source authority, scale gates, evidence confidence, vendor neutrality,…

Policies and trust

• Vendor Independence CharterIntelligence724 represents the client’s process and decision. Relevant referral, reseller, marketplace, investment, alliance, and subcontractor economics are disclosed;…
• Responsible AI and Use BoundariesIntelligence724 designs and implements machine-intelligence systems with explicit ownership, data authority, human oversight, permission limits, monitoring, and stop…
• Standards and Source PolicyIntelligence724 uses NIST, ISO, OWASP, and Info724 process-improvement references to structure work while separating voluntary alignment, contractual requirements,…
• Editorial Standards and CorrectionsIntelligence724 content separates verified facts, consultant inference, unresolved unknowns, and client-retained decisions; uses visible sources and limitations; records…
• Privacy PolicyThe website collects information a visitor submits to request a conversation, uses it to evaluate and respond to…
• Terms of UseThe website provides general information about Intelligence724 methods and services. It does not create a consulting relationship, provide…
• AccessibilityThe website targets WCAG 2.2 AA implementation quality through semantic landmarks, keyboard-operable controls, visible focus, responsive reflow, reduced-motion…
• Citation and Content Use PolicyUse the canonical public page as the authoritative source. Preserve stated limitations, distinguish illustrative material and historical heritage…