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    Industry command deck

    Industry Specific AI Copilots, Workflow Automation, & Observability.

    Browse curated playbooks for every vertical, then spin up pilots that mirror your governance, data stack, and tone of service.

    Production-ready copilots
    40+
    Avg. faster rollout
    5x
    Industry playbooks
    12

    Industry playbooks

    Tap into pre-built service accelerators for every vertical.

    Each module ships with data ingestion patterns, governance guardrails, and operator-ready dashboards so you can launch wins within weeks.

    Retail & E-Commerce

    Connected AI copilots that boost conversion, protect margin, and streamline store plus fulfillment operations across every channel.

    Unified Retail CopilotsOmnichannel Merchandising AnalyticsStore & Fulfillment Automation

    Playbook 1

    Generate product copy, SEO tags, and PDP media that stay on brand.

    Playbook 2

    Detect low-performing assortments and trigger smart reorders.

    Dive into service blueprint

    Consumer Goods & Manufacturing

    Demand-sensing, supplier collaboration, and Industry 4.0 automation so CPG plants stay resilient and sustainable.

    Demand Sensing & S&OP CopilotSmart Factory ReliabilitySupplier Collaboration Agents

    Playbook 1

    Fuse sell-in, sell-out, weather, and promo data for rolling 13-week signals.

    Playbook 2

    Stream PLC and historian data to predict downtime windows.

    Dive into service blueprint

    Telecommunication

    GenAI support pods, LLMOps-ready network analytics, and fraud defenses for fiber, mobile, and satellite operators.

    Connected Care AutopilotChurn & Revenue AssuranceNetwork Intelligence Fabric

    Playbook 1

    Onboard subscribers with SIM, eKYC, and device financing flows.

    Playbook 2

    Predict voluntary and involuntary churn using usage plus payment behavior.

    Dive into service blueprint

    Travel, Mobility & Hospitality

    Guest-facing copilots, disruption control towers, and fleet intelligence that raise load factor while protecting loyalty.

    Guest Experience CopilotsMobility Fleet ControlRevenue & Distribution Intelligence

    Playbook 1

    Answer visa, baggage, and loyalty queries with verified policy data.

    Playbook 2

    Predict maintenance and part needs for aircraft, EV fleets, or rail assets.

    Dive into service blueprint

    Healthcare & Life Sciences

    HIPAA-ready copilots and workflow engines that reduce clinician burden, modernize care journeys, and accelerate R&D.

    Clinical Operations CopilotPatient Engagement AutomationsLife Sciences R&D Ops

    Playbook 1

    Draft visit summaries, prior auth packets, and discharge notes from encounter data.

    Playbook 2

    Run outreach cadences across SMS, WhatsApp, and portals for adherence.

    Dive into service blueprint

    Financial Services & Fintech

    From underwriting and wealth copilots to AML automation, we ship AI that is explainable, compliant, and regulator-ready.

    Digital Relationship CopilotsRisk, Compliance & AML AutomationCredit & Underwriting Intelligence

    Playbook 1

    Equip advisors and RM teams with next-best-action prompts in CRM.

    Playbook 2

    Triage alerts across AML, KYC, fraud, and sanctions queues with accuracy.

    Dive into service blueprint

    Logistics & Supply Chain

    Control towers, AI planning, and digital twins for freight forwarders, 3PLs, and manufacturers that need resilient movement of goods.

    End-to-End Visibility CopilotIntelligent Planning & OptimizationWarehouse & Yard Automation

    Playbook 1

    Ingest telematics, AIS, and WMS data for door-to-door tracking.

    Playbook 2

    Generate scenario plans for route, mode, and capacity choices.

    Dive into service blueprint

    Energy & Climate Tech

    Grid-aware copilots, predictive maintenance, and carbon intelligence for utilities, renewables, and climate innovators.

    Grid & Asset IntelligenceCustomer & Field Service CopilotsCarbon & Compliance Intelligence

    Playbook 1

    Forecast load plus renewable generation down to feeder level.

    Playbook 2

    Handle move-in/move-out, billing, and outage communications.

    Dive into service blueprint

    Media, Sports & Entertainment

    AI-native content ops, fan engagement, and rights monetization for publishers, streamers, leagues, and creators.

    Content Studio CopilotsFan Data & Community PlatformsRights & Revenue Intelligence

    Playbook 1

    Generate scripts, shot lists, and promo copy with guardrailed LLMs.

    Playbook 2

    Unify ticketing, merch, OTT, and social signals into one profile.

    Dive into service blueprint

    Real Estate & Smart Spaces

    Digital twins, tenant experience platforms, and ops automation for commercial, residential, and industrial portfolios.

    Leasing & Investment CopilotsSmart Building OperationsTenant & Community Experience

    Playbook 1

    Score deals using rent comps, footfall, ESG, and macro indicators.

    Playbook 2

    Predict HVAC, lift, and utility issues using BMS plus IoT feeds.

    Dive into service blueprint

    Education & Workforce Enablement

    Learner-centric copilots, credentialing platforms, and HR automation for schools, edtechs, and enterprise L&D teams.

    Adaptive Learning & TutoringInstitution & L&D OperationsTalent & Skills Cloud

    Playbook 1

    Generate lesson plans and assessments aligned to curriculum.

    Playbook 2

    Automate admissions triage, counseling notes, and financial aid summaries.

    Dive into service blueprint

    Why it ships fast

    Strategy workshops plugged into reusable architectures.

    Every engagement layers discovery insights on top of reference implementations so we are never starting from zero.

    • Unified data pipelines

      Connect CRM, ERP, telemetry, and knowledge bases so copilots stay grounded in live context.

    • Human-in-the-loop guardrails

      Approval queues, evals, and audit logs keep automation aligned with ops and compliance.

    • Observability dashboards

      Latency, cost, and win-rate telemetry flows into exec-ready views per industry.