Capabilities

Services

From process constraint to measured production outcome.

Eight connected service lines take a client from opportunity and architecture through pilot, implementation, evaluation, governance, rescue, and ongoing operation.

Strategy

AI Strategy and Portfolio Design

Intelligence724 converts scattered AI ideas, pilots, and vendor proposals into a governed investment portfolio with named owners, measurable outcomes, architecture and risk gates, and explicit fund, remediate, defer, or stop decisions.

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Expected outputs

A validated inventory of initiatives and dependencies
A common value-feasibility-risk scorecard
Named business owners and outcome measures
Stage gates for funding, architecture, evaluation, and risk
A sequenced roadmap and stop list

Operations

Process Intelligence and Workflow Automation

Intelligence724 reconstructs how cases, documents, decisions, and exceptions actually move through a business process, establishes a measurable baseline, removes avoidable friction, and automates only the steps that improve the end-to-end result.

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Expected outputs

Validated current-state process and variant map
Cycle-time, touch-time, quality, rework, and cost baseline
Root-cause and failure-demand analysis
Prioritized simplification, integration, rules, automation, and AI options
Controlled pilot with exception queues, telemetry, and rollback

Knowledge assurance

Enterprise Knowledge and Retrieval Systems

Intelligence724 builds governed enterprise knowledge services in which source authority, permissions, freshness, evidence, citation quality, abstention, correction, evaluation, and operations are designed as one system.

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Expected outputs

Source and authority register
Identity-aware retrieval and citation design
Search-first, centralized, federated, or hybrid architecture
Client-owned benchmark and adversarial test set
Content correction, freshness, monitoring, and incident operations

Decision systems

Predictive and Decision Intelligence

Intelligence724 designs decision systems that connect prediction, forecasting, optimization, policy, human judgment, interventions, feedback, and monitoring to a measurable business loss function.

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Expected outputs

Decision and intervention map
Outcome definition and business-weighted loss function
Data lineage, leakage, representativeness, and readiness analysis
Benchmark and candidate models with temporal validation
Shadow operation, human decision support, monitoring, and rollback

Bounded systems

Bounded Agentic Automation

Intelligence724 builds approval-gated, identity-aware workflow agents that can plan and perform explicit business-process steps through narrow tools, external policy enforcement, budgets, audit records, verification, and tested rollback.

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Expected outputs

Workflow and action boundary
Tool, identity, permission, and data matrix
External policy enforcement and short-lived credentials
Approval service, budgets, audit ledger, and outcome verification
Adversarial test suite, kill switch, rollback, and monitored pilot

Control practice

AI Governance, Evaluation, and Assurance

Intelligence724 establishes accountable AI inventories, risk tiers, lifecycle workflows, system-specific evaluation, evidence registers, governance operations, monitoring, incident processes, and decision-ready assurance without implying certification authority.

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Expected outputs

AI system register and ownership model
Risk-tier method and impact-assessment workflow
Evaluation plans and system-specific acceptance evidence
Policy, procurement, incident, change, and decommissioning processes
Executive dashboard and traceable evidence register

Buyer-side architecture

Vendor-Neutral Architecture and Procurement

Intelligence724 treats sourcing as a complete business-system decision covering process, data, model, retrieval, orchestration, identity, human review, operations, commercial terms, change risk, and exit—not a model leaderboard exercise.

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Expected outputs

Build, buy, configure, and defer operating models
Mandatory control gates and weighted scorecard
Client-specific proof-of-concept charter and sealed test set
Five-year or contract-term TCO and cost per successful outcome
Contract schedules, service-level review, portability test, and exit plan

Independent recovery

AI Implementation Rescue and Scale Gate

Intelligence724 enters after a stalled proof of concept, disappointing deployment, rising vendor bill, unresolved governance review, or disputed scale case to identify root causes and recommend remediate, rebid, replace, shrink, defer, or stop.

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Expected outputs

Root-cause assessment across process, data, architecture, controls, users, and vendors
Independent estimate to complete and total operating cost
Recovery, replacement, rebid, or termination options
Revised acceptance tests, architecture, ownership, and 30/60/90-day plan
Executive decision memorandum and change-control boundary

Offer ladder

Diagnostic → pilot → operating capability.

Governance, evaluation, and security are embedded from the first decision—not bolted on after implementation.

Diagnostic

Establish the baseline, feasibility, risk, target operating model, and a pilot or stop decision.

Controlled pilot

Prove a business hypothesis in a bounded environment with evaluation, human ownership, and rollback.

Operating capability

Implement, monitor, govern, improve, transition, or decommission against service and risk tolerances.

Start with evidence

Which operating capability should exist next?

Name the workflow, desired outcome, accountable owner, available evidence, and decision deadline. We will determine whether a focused diagnostic is responsible and commercially useful.

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