Delivering Trustworthy AI™ for Customer Relationship Management (CRM)
Unified customer data and responsible use of AI present opportunities to deliver bespoke customer experiences and to supercharge company productivity. However, achieving this goes beyond a simple prompt. Guided by Trustworthy AI™ for CRM, Deloitte Digital helps organisations harness the power of AI with confidence, together with Salesforce.
One of the most powerful applications of GenAI is in managing customer interactions. Implementing it effectively can improve customer engagement, deliver better employee experiences and increase the human connections between buyers and brands. But achieving these outcomes will require both creativity and the ability to execute.
Many companies have sought to improve customer experiences through technology the last few years. The focus has been on trying to make interactions more responsive and personalised, increasing digital capabilities and self-service and being more predictable and efficient. Results have been mixed, with many organisations still facing complex and manual processes, insufficient insights from data and inconsistent adoption of new capabilities. However, GenAI provides a renewed opportunity to help address these challenges and accelerate unprecedented change and impact.
The Guide to GenAI for CRM explores the GenAI applications across the customer journey, diving into which use cases have the highest business value for each functional domain and concluding with chapters on Trustworthy AI™ for CRM and how to get started.
Looking across AI use cases, we have identified six major ways that AI can create value for a business:
COST REDUCTION
Applying AI and intelligent automation solutions to automate tasks that are relatively low value and often repetitive, reducing costs through improved efficiency and quality.
SPEED TO EXECUTION
Reducing the time required to achieve operational and business results by minimising latency.
REDUCED COMPLEXITY
Improving understanding and decision making through analytics that are more proactive, predictive and able to see patterns in increasingly complex sources.
TRANSFORMED ENGAGEMENT
Changing the way people interact with technology, enabling businesses to engage with people on human terms rather than forcing humans to engage on machine terms.
FUELLED INNOVATION
Redefining where to play and how to win by using AI to enable innovative new products, markets and business models.
FORTIFIED TRUST
Enhancing brand trust by delivering quality and consistent operations
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HALLUCINATION Models might output that is factually false.
BIASBias in training data (e.g., over/under-representation of a population cohort, sexism, racism) could lead to output that exhibits biases as well.
COSTCurrent pricing models can lead to large costs when used at scale.
MODEL PERFORMANCELack of considerations for model performance limitations (dependent on training data used) could lead to sub-optimal business outcomes (e.g., poor quality reports).
MALICIOUS BEHAVIOURGen AI tools may be targeted by adversaries to reveal sensitive information and/or take malicious actions on networks and data
IP PROTECTIONSaaS-AI companies may retain prompt payloads for future model training which could lead to leakage of sensitive information including IP.
PRIVACYGenerative AI tools are typically consumed as SaaS. Personally Identifiable Information shared may cross geographic boundaries and may not comply with privacy laws
ETHICAL USEGen AI tools may be used in a manner not intended and circumvent organizational policies, laws and regulations (e.g., submitting content in competitive events).
Trustworthy AI™ for CRM
Prompted by the extraordinary potential of data and AI, we can deliver Trustworthy AI™ for CRM, helping to enable our clients to seize the competitive edge with confidence. With trust as our guiding principle, we help create bespoke customer engagement and unlock new dimensions of productivity and scale.