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AI Applied • Switzerland
Secure, compliant rollouts

AI Applied – Harness AI to Unlock Exponential Business Value

From concept to impact: pragmatic AI that works for your business—built for Switzerland’s precision-driven economy.

AI hype often leads to failed pilots and wasted budgets. We apply AI pragmatically: uncovering high-value opportunities through business analysis, defining real use cases (contact centers, conversational bots, generative models, machine learning, IoT / Industrie 4.0), and selecting the right vendors—independently—based on scalability, security, ethics, and your operational reality.

40%

productivity gains

Smarter

decisions with better signals

Operational

intelligence across teams & systems

Book an AI Use-Case SessionExplore our AI capabilities
Vendor-neutral evaluation (no platform bias)
Governance, security, and adoption built-in
Strategy-firstEthics & securityCompliance by design
OpenAIGoogle AIMicrosoft Azure AIAWS AI

How we deliver

From concept to impact: AI that works in real operations

We translate business problems into implementable AI initiatives—then manage delivery with governance, security, and measurable outcomes.

Discover AI potentials

Business analysis to identify high-value opportunities, constraints, and the target operating model—so AI supports real workflows, not demos.

Design use cases & requirements

Define AI use cases (contact center copilots, bots, GenAI, ML, IoT/Industrie 4.0), and evaluate scalability, ethics, security, data readiness, and ROI.

Select & roll out safely

Independent vendor scans (e.g., OpenAI, Google AI) and structured selection. We govern delivery with partners to ensure secure, compliant rollouts and adoption.

The Power of four

A delivery model that reduces risk and accelerates impact

We coordinate vendors and implementation partners while representing your interests—ensuring outcomes, security, and governance.

Singularity IO = your AI program manager

We translate strategy into a portfolio of AI initiatives, manage vendor selection, set guardrails, and drive adoption—so AI becomes a capability, not a one-off pilot.

  • Business analysis and use-case portfolio
  • Feasibility scoring (data, security, ROI)
  • Vendor scan, tendering, and selection
  • Governance, KPIs, and change adoption
  • Ethics, risk, and compliance guardrails

Get started

Tailored AI Use-Case Session

Discover your AI potentials, prioritize opportunities, and leave with a clear next-step roadmap for delivery and governance. Contact us Today.

What we cover in 60–90 minutes

  • Business goals, processes, and pain points
  • AI opportunity mapping (GenAI, ML, bots, IoT/Industrie 4.0)
  • Data readiness, security, and compliance constraints
  • Feasibility and value scoring (quick wins vs. strategic bets)
  • Next steps: vendor scan, pilot design, rollout governance

Prefer email? Write to info@singularity.io

FAQ

Common questions before you operationalize AI

Clear answers to help you decide whether a use-case session, pilot, or full AI program is the right next step.

Best fit for

Teams with AI ideas but unclear ROI, scattered pilots, data readiness challenges, or security/compliance concerns—who want a path from use case to scalable capability.

  • Multiple AI experiments without production impact
  • Unclear data ownership, quality, or access
  • High manual workload in service, ops, or knowledge work
  • Need for governance, security, and vendor selection
Book the use-case session

Ready to turn AI into measurable business outcomes?

Start with a tailored AI Use-Case Session to identify opportunities, validate feasibility, and define a secure roadmap—without vendor bias.

Start the sessionReview the approach
CRM Services
CRM SERVICES

Service overview: AI Applied

Explore our AI Applied service areas and jump into the one you need. Each service is designed to move beyond AI pilots and hype — delivering pragmatic, secure, and measurable AI solutions that drive real business impact in Switzerland’s precision driven economy.

Unleashing Potentials

 Identify and prioritize high-value AI opportunities aligned with your strategic business goals.

AI for Sales & Marketing

Apply AI to accelerate revenue growth through intelligent lead scoring, personalization, and
campaign optimization.

Contact Center & Conversational AI

Transform customer service with intelligent agents, copilots, and seamless conversational experiences

Generative AI & Machine Learning

Deploy generative models and ML solutions for automation, content creation, prediction,
and decision support.

AI Data Models

 Build and operationalize robust data models that power accurate predictions and AI-driven insights

AI Solutions & Services

 End-to-end design, implementation, and scaling of custom AI solutions with strong governance and
change management.

CRM
Journeys
Experience

Unleashing Potentials

Discover where AI can deliver the highest return for your organization through structured opportunity assessment and usecase prioritization.

View service detailsTalk to an expert

What we do

  • Journey mapping (as-is / to-be) and service blueprinting
  • Voice of Customer signals and experience measurement model
  • Moments that matter + friction and drop-off analysis
  • Personalization and next-best-action foundations
  • AI maturity and opportunity assessments
  • Business value mapping and use-case ideation workshops
  • Prioritization framework based on feasibility, impact, and strategic fit
  • Quick-win identification and proof-of-concept scoping
  • Roadmap development with clear business cases

Typical outcomes

  • Clear journey KPIs tied to business value
  • Prioritized improvement backlog for CRM + channels
  • Aligned teams around shared customer goals
  • Improved conversion, retention, and satisfaction signals
  • Prioritized portfolio of AI initiatives with quantified ROI potential
  • Clear alignment between AI efforts and business strategy
  • Reduced risk of failed pilots through early validation
  • Stakeholder buy-in and momentum for AI transformation
CRM
Omni-channel
Orchestration

AI for Sales & Marketing

Leverage AI to make sales and marketing teams more effective, predictive, and customer-centric.

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What we do

  • Channel role definition and experience principles
  • Cross-channel orchestration and handover design
  • Customer data and consent alignment across touchpoints
  • Measurement framework for channel performance
  • Lead scoring, propensity modeling, and next-best-action engines
  • Personalized customer journeys and content generation
  • Predictive analytics for churn, upselling, and forecasting
  • Campaign optimization and budget allocation models
  • Integration of AI into existing CRM and marketing platforms

Typical outcomes

  • Reduced channel conflict and duplicated effort
  • Higher resolution rates through better routing and context
  • Consistent messaging and offers across journeys
  • Actionable reporting across channels, not in silos
  • Higher conversion rates and shorter sales cycles
  • Improved customer engagement and personalization at scale
  • More accurate revenue forecasting and resource allocation
  • Measurable uplift in marketing ROI
CRM
Process
Governance

Contact Center & Conversational AI

Enhance customer experience and operational efficiency with intelligent conversational agents and contact center copilots.

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What we do

  • Lead-to-cash, case-to-resolution, and retention process design
  • Roles, handoffs, SLAs, and decision rules
  • CRM governance model (backlog, releases, ownership)
  • Operational dashboards and continuous improvement cadence
  • Design and deployment of chatbots, voice bots, and virtual agents
  • Contact center copilot solutions for agents
  • Intent recognition, knowledge base integration, and escalation logic
  • Multi-channel orchestration (web, app, phone, WhatsApp, etc.)
  • Performance monitoring, continuous training, and quality assurance

Typical outcomes

  • Faster cycle times and fewer manual steps
  • Higher data quality through clear standards and controls
  • Predictable CRM delivery with managed demand
  • Greater visibility into performance and bottlenecks
  • Reduced handling times and operational costs
  • Higher first-contact resolution and customer satisfaction
  • Consistent, 24/7 customer support experience
  • Empowered agents with real-time AI assistance
CRM
Change
Adoption

Generative AI & Machine Learning

Implement generative AI and advanced machine learning to automate processes, create new value, and support better decisions.

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What we do

  • Stakeholder alignment and change impact assessment
  • Communication plan and champion network setup
  • Role-based training, playbooks, and in-app guidance plan
  • Adoption KPIs and reinforcement cycles
  • Generative AI applications (content, code, design, summarization)
  • Custom ML model development and training
  • Model deployment, monitoring, and lifecycle management
  • Responsible AI practices (explainability, bias mitigation, ethics)
  • Integration into business workflows and systems

Typical outcomes

  • Higher active usage and better data completeness
  • Reduced resistance through early engagement
  • Faster time-to-value after go-live
  • Clear ownership for ongoing enablement
  • Significant productivity gains through automation
  • New capabilities and innovative offerings for customers
  • Faster, more accurate decision-making
  • Scalable and maintainable AI solutions
CRM
Change
Adoption

AI Data Models

Develop and maintain high-quality data models that serve as the reliable foundation for all your AI and analytics initiatives

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What we do

  • Feature engineering and advanced data preparation
  • Predictive, prescriptive, and generative model development
  • Model validation, testing, and performance benchmarking
  • Integration with data platforms and operational systems
  • Ongoing model monitoring and retraining strategies

Typical outcomes

  • Accurate, trustworthy AI predictions and recommendations
  • Reduced model drift and performance degradation
  • Faster time-to-value from AI investments
  • Strong foundation for enterprise-wide AI scaling
CRM
Change
Adoption

Change Management & User Adoption

Deliver complete, production-ready AI solutions from strategy through implementation, adoption, and continuous optimization.

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What we do

  • End-to-end AI solution design and architecture
  • Vendor-agnostic technology selection and integration
  • Program management and cross-functional coordination
  • Change management and user adoption programs
  • Post-go-live support, optimization, and scaling

Typical outcomes

  • Successful AI initiatives with measurable business results
  • Sustainable adoption across teams and departments
  • Reduced implementation risks and total cost of ownership
  • Future-proof AI capabilities aligned with business growth