CAIF
Certified AI Foundations
Automotive AI concepts, terminology, limitations & opportunity awareness
DTskill Academy • IndustryToAI™
AI Credentials built for the Auto Dealership.
A role-based learning and certification journey that connects core AI capability to the real work of Sales, F&I, BDC, Service, Parts, DMS/CRM, OEM operations and dealership leadership.
22 core AI credentials8 dealership capability tracks7 flexible delivery modes
Program architecture
How certification becomes dealership capability
The credential name stays consistent. The examples, labs, capstone and assessment are adapted to automotive retail and the learner's department.
1
Core AI Credential
Common competency standard across industries — foundations, practice, discovery, analysis, transformation and governance.
→2
Automotive Retail Specialization
Dealership language, customer journeys, DMS/CRM context, OEM relationships, fixed operations and automotive scenarios.
→3
Department Applied Assessment
Practical evidence that the learner can use AI responsibly in Sales, F&I, BDC, Service, Parts, DMS/Data or leadership.
Automotive retail map
Choose your department
Each track translates AI into the workflows, systems, controls and outcomes that matter to that part of the dealership.
Your department pathway
Recommended credential sequence
What is covered in your department language
Flexible delivery
Learn the way your team works
The same competency outcome can be delivered through self-learning, instructor-supported online learning, or in-person formats.
Select a learning format
Choose any of the seven options to see how the format supports the same credential outcomes.
Credential catalogue
Explore all 22 AI credentials
Search the catalogue and open a credential to see how it connects to the dealership learning model.
CAIL
AI Literacy Professional
Safe and responsible AI usage across customer-facing and operational roles
CAIU
Certified AI User
Daily prompting, summarization, communication and productivity
CAIP
AI Practitioner
Repeatable human–AI departmental workflows
CAIPT
Prompting & Interaction
Automotive-specific reusable prompt libraries
CAIGAI
Generative AI Professional
Grounded content, knowledge assistants and multimodal applications
CAIST
AI Solutions & Technologies
Select copilots, predictive AI, RAG, vision and agents
CAIAA
AI Assistants & Agents
Agents with tools, approvals and escalation controls
CAIAP
AI Applications Professional
Complete dealership AI application blueprint
CAIBP
AI for Business Professional
Connect dealership problems to measurable AI opportunities
CAIPD
AI Process Discovery
Map Sales, F&I, BDC, Service and Parts processes
CAIOD
AI Opportunity Discovery
Identify and score department-specific opportunities
CAIUC
AI Use Case Professional
Convert opportunities into decision-ready use cases
CAIRA
AI Readiness Analyst
Assess DMS, CRM, data, integration, skills, security and process readiness
CAIVA
AI Value Analyst
Baselines, costs, benefits, ROI and business cases
CAIA
AI Adoption Analyst
Employee impact, skills, training and adoption barriers
CAITA
AI Transformation Analyst
End-to-end analysis across dealership functions
CAITS
AI Transformation Strategist
Dealership or dealer-group AI strategy and portfolio
CAITM
AI Transformation Manager
Manage POCs, pilots, implementation and multi-location rollout
CAITL
AI Transformation Leader
Investment, accountability, adoption and value realization
CAIGP
AI Governance Professional
AI inventory, risk, vendor controls, policies, monitoring and incidents
CAIRL
Responsible AI Leader
Executive accountability, privacy, fairness, transparency and trust
Recommended pathways
Start from the role — not from the technology
Learners can enter at the appropriate level and build toward advanced practice, transformation or governance.
Sales Consultant
AI-assisted customer journey
Build practical capability in daily AI use, prompting, customer communication and accountable sales workflows.
CAIF / CAIL→CAIU→CAIPT→CAIP
Service Manager
Fixed operations discovery
Map service processes, discover AI opportunities, quantify value and manage responsible operational change.
CAIL→CAIPD→CAIOD→CAIVA / CAITM
F&I Manager
AI with human accountability
Apply AI to document and workflow assistance while strengthening governance, traceability and human review.
CAIL→CAIP→CAIUC→CAIGP
BDC Manager
Lead & appointment intelligence
Discover and design AI-supported lead workflows, assistants and escalation patterns across customer channels.
CAIL→CAIPD→CAIOD→CAIAA / CAIAP
DMS / IT / Data
Connected dealership AI
Assess readiness and design secure AI applications that interact with dealership systems, data and knowledge.
CAIF→CAIGAI / CAIST→CAIRA→CAIAP / CAIGP
GM / Dealer Principal
AI transformation leadership
Move from business opportunity and value to strategy, portfolio governance, adoption and enterprise accountability.
CAIL→CAIBP / CAIVA→CAITS / CAITL→CAIRL
Platform design
One multi-industry platform or separate sites?
Recommended: one Academy platform, separate industry experiences
Keep one credential framework and one DTskill Academy platform, but give each industry its own landing experience, department map, use cases, assessments and pathways.
- Shared: 22 credential standards, learner identity, assessment engine, certificates, instructor operations.
- Industry-specific: Auto Dealership, Telecom/ISP, Manufacturing, Energy, Healthcare and others.
- Role-specific: department pages, labs, capstones, terminology and examples.
Suggested URL / navigation model
Academy home → Choose Industry → Choose Department / Role → Choose Credential → Choose Delivery Mode → Enrol / Enterprise Request.
This avoids duplicating the credential system while ensuring an automotive learner never feels they are browsing a generic AI course catalogue.
For this page: treat it as the dedicated Auto Dealership Industry Hub inside the larger IndustryToAI™ Academy.