AlixPartners

alixpartners.com

Technology delivery is an evidenced part of AlixPartners’ broader consulting business, rather than its sole activity. Buyers can engage the firm for advisory work, custom AI development, digital-product implementation and technology-program execution leadership. Its cases distinguish different delivery roles: developing predictive models, overseeing vendors and minimum viable products, transferring forecasting capabilities to client teams, and recovering ERP programs alongside implementation partners. Procurement should therefore define the delivery responsibilities for the specific engagement rather than assume that every technology assignment includes end-to-end engineering or ongoing operations. ^[1] ^[2] ^[3] ^[4] ^[5]

Services and delivery

AI strategy and delivery governance

Advisory. Defines AI opportunities, business cases and team-enablement needs. A manufacturer engagement included an enterprise Center of Excellence, vendor evaluation, architecture, governance, validation and oversight of six prioritized minimum viable products; it does not establish sole engineering ownership. ^[3]

Custom AI for retail marketing

Implementation. Develops customer-lifetime-value and response-propensity models, customer micro-segmentation and message optimization. The documented retailer engagement used generative AI and Bayesian optimization within an automated marketing test-and-learn process. ^[2]

Machine-learning demand forecasting

Implementation. Builds operational and strategic forecasting models using internal and external data. A semiconductor engagement delivered six-month and eighteen-month forecasts, incorporated the solution into sales and operations planning, and transferred knowledge for independent client development. ^[4]

AI-powered fleet optimization

Implementation. Implements fleet analysis using the proprietary Data Activation Solutions platform. Documented deliverables include automated pipelines combining operational and external information, an AI-powered optimization engine, dashboards and recommendations covering fleet economics and upselling. ^[6]

Cloud strategy and governance advisory

Advisory. Advises on cloud strategy, governance, operating models, adoption acceleration and cloud financial management. The reviewed service description does not establish hands-on migration delivery or ongoing cloud operations. ^[7]

Technology strategy and architecture

Advisory. Uses digital diagnostics and maturity-gap assessments to establish technology priorities, architecture direction and roadmaps. This is technology advisory rather than general corporate strategy. ^[7]

Digital-product development

Implementation. Takes customer research through prototyping, testing and product delivery, with product-management enablement. A food-services case documents progression from clickable prototypes to a first release ready for launch. ^[7]

Technology due diligence

Advisory. Provides technical due diligence for transactions, separating assessment of technology from the broader financial or commercial transaction work offered elsewhere in the firm. ^[7]

Technology integration and carve-out execution

Implementation. Coordinates and executes technology integrations and carve-outs associated with transactions. Buyers should establish the allocation of implementation work between AlixPartners, client teams and other providers. ^[7]

Technology operating-model transformation

Implementation. Designs and implements digital and technology operating models, addressing how technology work is organized and delivered rather than implying a particular application implementation. ^[7]

SAP S/4HANA program recovery

Implementation. Provides assessment and execution leadership for distressed ERP programs. Documented work includes deployment redesign, governance, Power BI execution reporting and coordination of systems integrators, contractors and hosting providers through go-live. ^[5]

Cybersecurity assessment and governance

Advisory. Provides cyber assessment, compliance, transformation and board advisory. A retailer case documents NIST Cybersecurity Framework-based controls assessment, a three-stage remediation plan and cyber-risk governance design. ^[8]

Post-incident cybersecurity investigation

Advisory. Offers post-incident response and investigation services. The documented retailer engagement included incident reconstruction; this evidence does not establish a continuous security-monitoring service. ^[9]

Data Activation Solutions platform

Software product. A proprietary platform used in the documented fleet-optimization engagement. The evidence establishes platform-enabled consulting delivery, but not standalone licensing terms, subscription pricing or a managed-service contract. ^[6]

Practical AI for CEOs

Research. A published guide covering AI strategy, model building, deployment and organizational foundations. It is thought leadership, distinct from the firm’s separately evidenced AI consulting and implementation services. ^[10]

Company details

Industries and client fit

Documented technology engagements include retail marketing, semiconductor demand forecasting, a storage-and-tools manufacturer’s AI program, a food-services customer platform and an energy firm’s ERP recovery. These cases establish specific use cases, not uniform delivery depth across every industry. ^[2] ^[4] ^[3] ^[11] ^[5]

Engagement and delivery

Delivery ownership varies by assignment. The forecasting case includes client knowledge transfer; the manufacturer AI case emphasizes vendor oversight and functional ownership; the SAP case involves implementation partners. The food-services release included generative-AI-enhanced images and descriptions, but the case does not allocate all engineering responsibilities or identify the application stack. ^[4] ^[3] ^[5] ^[11]

Track record

AlixPartners reports automating 80% of product-demand forecasts and reducing manual effort by 75% in the semiconductor engagement. In fleet optimization, it reports shortening an analysis cycle from fifteen days to six hours. These are firm-reported outcomes from individual cases, not independently verified or general performance commitments. ^[4] ^[6]

Scope and limitations

The reviewed cases generally anonymize customers, limiting reference verification from the published material alone.
Pricing, detailed technology stacks, model ownership and contractual support commitments are unspecified in the supplied evidence.
Cloud evidence supports advisory services; hands-on migration and ongoing operations remain unverified.
ERP recovery involved implementation partners and does not establish that AlixPartners independently performed all configuration, development or migration.
DAS licensing rights and ongoing operating arrangements require clarification. Cybersecurity evidence does not establish continuous monitoring.

Questions to ask

Who owns architecture, engineering, deployment and acceptance, and which responsibilities sit with client teams or implementation partners?
Can you provide relevant references and agree measurable acceptance criteria for the proposed scope?
Who will own models, code and data pipelines, and what platform dependencies will remain after handover?
What production monitoring, retraining, security and post-handover support are included contractually?
For a DAS engagement, how are consulting fees, platform rights and ongoing operations separated?

Overview