THE AGENTIC AI WORKFLOW ACE

Your Competitors Are Automating Support. You Need to Transform It.

Automation answers tickets. Transformation redesigns how every customer interaction flows from first contact to final resolution. Telenok is the agentic AI layer that intervenes across your support workflows, autonomously resolving queries, executing backend actions, and orchestrating multi-step processes to protect revenue and strengthen EBITDA margins.

Diamond Customer Delight - Reimagined
Diamond 80% Query Automation — Live in 5-6 Weeks
Diamond The Agentic AI Workflow Ace - Telenok
Diamond From Conversation to Completion - Without the Queue

0%

QUERY AUTOMATION

0×

RESOLUTION SPEED

0%

COST REDUCTION

0%

FEWER ESCALATIONS

*Average results achieved across live enterprise deployments.

Telenok Automation Workflows Overview
THE TRANSFORMATION LAYER

Redesign How Your Business Handles Every Customer Interaction

Most AI support tools answer questions. Telenok transforms the entire workflow. It's an agentic execution layer that autonomously handles Tier-1 interactions (order status, policy queries, claims intake, CRM updates, returns processing), while orchestrating specialized AI agents, systems, and workflows to complete requests end-to-end.

Telenok Automation Workflows Overview

Complex cases are escalated to human agents with complete context, summaries, and recommended next-best actions. Responses stay accurate, compliant, and aligned to your brand throughout. This is what it means to go from conversation to completion without the queue.

The result: Faster resolutions, lower operational cost, reduced rework, consistent CX across every channel, an EBITDA margin impact that finance teams notice within the first quarter. That's customer delight, reimagined.

Go live in 5–6 weeks on Zendesk, Salesforce, Freshworks, Outlook/365, or HubSpot with continuous improvement through governed weekly releases.

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THE TELENOK DIFFERENCE

From Conversation to Completion — Without the Queue

Other tools respond. Telenok resolves. Every customer interaction flows through an intelligent intervention pipeline — from first contact to backend execution to confirmed resolution across every channel, simultaneously.

Telenok Capability Stack Diagram

Customer
Initiates Contact

Telenok Understands
Intent & Context

Executes Backend Workflows

Resolves Or Escalates
With Full Context

Confirmed
Resolution ≤ 5s

Telenok Capability Stack Diagram
Customer Initiates Contact

Customer Initiates Contact

Telenok Understands Intent

Telenok Understands Intent & Context

Executes Backend Workflows

Executes Backend Workflows

Resolves Or Escalates With Full Context

Resolves Or Escalates With Full Context

Confirmed Resolution

Confirmed Resolution ≤ 2.5s

PLATFORM

Everything You Need to
Transform Support

Support Costs are Climbing. Outcomes aren't Keeping Pace.

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Slow responses and long wait times frustrate customers and erode loyalty.

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Inconsistent answers across agents weaken trust in your brand.

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Manual routing delays resolution and inflates cost-per-ticket.

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Customers repeat their issues across channels; every repetition is a churn risk.

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Headcount scales linearly while efficiency stays flat.

Most organizations still use human effort to handle work that is repeatable, rules-driven, and operationally predictable — work that an intelligent intervention layer should absorb. The competitors who figure this out first don't just save money, they transform their entire customer experience.

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Transform the Workflow — Not Just the Response

Telenok restructures how support work gets done by combining decision intelligence with controlled execution, taking every interaction from conversation to completion.

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Absorbs high-volume, repetitive demand without increasing headcount. Every automated resolution improves your cost-to-serve ratio and EBITDA margin.

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Executes backend actions — processes returns, updates CRM records, triggers logistics workflows, initiates claims — not just AI replies.

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Preserves human oversight where judgment, risk, or compliance is required.

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Delivers instant, consistent responses aligned to policies, tone, and escalation rules across every channel.

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Reduces QA overhead and rework through governed automation with source-linked responses.

This isn't about automating conversations. It's about transforming your support operation into one that's operationally efficient, economically viable, and built for growth — without scaling headcount.

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Capabilities Built for Execution, Not Assistance

Telenok operates directly within your support workflows, taking ownership of execution from conversation to completion.

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Intelligent Query Handling: Resolves high-volume requests through context-aware interactions, attachment intelligence, conversation memory, and ≤ 2.5s response times.

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Action-Driven Automation: Executes multi-step workflows (returns, updates, backend actions) that directly impact revenue and customer experience.

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Unified, Multichannel Coverage: Consistent, policy-aligned interactions across email, chat, voice, WhatsApp, SMS, and APIs with full context preservation.

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Agent Enablement: Escalates with full context, summaries, and next-best actions, reducing resolution time, operational risk, and agent effort.

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Executive-Grade Visibility: Transforms ticket data into operational insight: coverage gaps, exception rates, escalation trends, CX risks, and cost-to-serve impact.

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Validated Across Revenue-Critical Environments

Mortgage Lending

80% Faster Response, 3× Conversion Lift

Transformed Tier-1 borrower interactions across complex loan programs — from conversation to resolution — using SOP-driven responses and agentic workflow execution.

  • Check 80% Faster Response
  • Check Conversion Lift
  • Check 40% Satisfaction ↑

  • Digital Fabrication Company

    85%+ CSAT at Scale with Full Tier-1 Automation

    Transformed high-volume product support across email and webforms — delivering consistent, brand-aligned resolutions and redefining what customer delight looks like at scale.

    • Check 90%+ Accuracy
    • Check 85%+ CSAT
    • Check 100% Tier-1 Automated
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INDUSTRY INTERVENTIONS

Transform Support Workflows
Across Your Industry

Every industry has support workflows that drain margin and slow growth. Telenok intervenes at each critical point (resolving, executing, and orchestrating) transforming cost centers into competitive advantages.

Ecommerce

Transform Every Conversion Leak into a Revenue Moment

Support costs in e-commerce scale with volume, but they don't have to. Telenok transforms 30+ touchpoints across the shopper journey: recovering abandoned carts, deflecting WISMO queries, automating returns, and activating post-purchase revenue. Sixteen of these interventions need zero development, just configuration and your existing systems. The result isn't just cost savings — it's a fundamentally different support operation that drives growth.

30-50%

Line

WISMO ticket deflection

10×

Line

Scale during flash sales

16+

Line

Day-one use cases

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Browse & Discovery Intervention

Convert passive browsers into active buyers. Telenok intercepts hesitation patterns, runs conversational sizing flows to prevent returns, and surfaces product comparisons when shoppers toggle between options — collapsing the decision cycle.


Interventions:

  • Browse abandonment recovery
  • Size & fit guidance
  • Product comparison
  • Stock urgency nudges
  • First-time visitor trust building
  • Available Today
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    Cart & Checkout Rescue

    Stop revenue from leaking at checkout. Telenok recovers abandoned carts with context-aware offers, resolves coupon confusion instantly, walks shoppers through payment failures in real time, and optimizes multi-item carts with bundle deals.


    Interventions:

  • Cart abandonment recovery
  • Coupon & promo resolution
  • Payment failure recovery
  • Guest checkout guidance
  • Multi-item optimization
  • Connects to Your Systems
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    Order & Delivery Management

    WISMO accounts for 30–50% of all e-commerce tickets. Telenok deflects them entirely by pulling real-time tracking data, handling rescheduling and address changes, sending proactive delay alerts, and following up on failed deliveries.


    Interventions:

  • WISMO deflection
  • Delivery rescheduling
  • Proactive delay alerts
  • Partial fulfillment communication
  • Failed delivery follow-up
  • Available Today
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    Returns, Refunds & Exchanges

    Not every return needs to become a refund. Telenok collects reasons and deflects returns by offering exchanges or store credit, generates instant return labels, facilitates direct exchanges, and resolves damaged-item claims with photo evidence — all in one flow.


    Interventions:

  • Return reason collection & deflection
  • Instant label generation
  • Refund tracking
  • Exchange facilitation
  • Damaged item resolution
  • Available Today
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    Post-Purchase Revenue Activation

    Turn one-time buyers into repeat customers. Telenok triggers timed cross-sell follow-ups, calculates replenishment cycles for consumables, solicits reviews conversationally, surfaces forgotten loyalty points, and runs win-back campaigns for lapsed customers.


    Interventions:

  • Post-purchase cross-sell
  • Replenishment reminders
  • Review solicitation
  • Loyalty points activation
  • Lapsed customer win-back
  • Connects to Your Systems
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    Retail & Omnichannel Operations

    Bridge digital and physical. Telenok checks store stock in real time, manages BOPIS workflows end-to-end, books in-store appointments, handles omnichannel return routing, absorbs 10× volume spikes during flash sales, and acts as a personal shopper.


    Interventions:

  • Store stock check
  • Click-and-collect
  • Appointment booking
  • Omnichannel returns
  • Flash sale support
  • Personal Shopper & gifting
  • Available Today

    Telenok powers customer interactions. Your commerce stack handles fulfillment.

    No rip-and-replace — it plugs into Shopify, Magento, SAP, or custom platforms via webhooks and APIs. Same agent, same knowledge, same rules across voice chat, and email. That's how you transform support, not just automate it.

    See Telenok on Your E-Commerce Workflows
    Insurance

    Transform the Policyholder Experience from Quote to Claim

    Insurance support is high-stakes, compliance-sensitive, and volume-intensive, especially during enrollment periods and catastrophe events. Telenok transforms the entire policyholder lifecycle: recovering abandoned quotes, automating FNOL intake 24/7, managing claims status at scale, preventing DOI complaints, and activating retention campaigns before policyholders defect. From conversation to completion, without the queue — even at 2 AM after a hurricane.

    24/7

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    FNOL intake coverage

    50–100×

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    CAT event scale capacity

    50+

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    Languages supported

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    Quoting & Policy Purchase

    Recover abandoned quotes with personalized follow-ups, run consultative coverage recommendations, identify multi-line bundling opportunities that save policyholders money, and guide seniors through Medicare AEP and ACA open enrollment at scale with compliance guardrails built in.


    Interventions:

  • Quote abandonment recovery
  • Coverage recommendation engine
  • Multi-line bundling
  • Medicare AEP support
  • ACA enrollment assistance
  • Connects to Your Systems
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    Policy Management & Mid-Term Changes

    Life events trigger insurance changes — and missed updates trigger churn. Telenok proactively reaches out after marriages, home purchases, and new vehicles; calls 30 days before renewal with available discounts; intervenes before missed payments cause policy lapses; and conducts annual coverage gap analyses.


    Interventions:

  • Life event adjustments
  • Renewal retention calls
  • Payment & billing recovery
  • Coverage gap analysis
  • Document & ID card requests
  • Connects to Your Systems
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    Claims Management

    Filing a claim is stressful and time-sensitive — most accidents happen nights and weekends. Telenok handles the entire FNOL process 24/7 via voice or chat, provides real-time claims status, coordinates preferred repair shops and rental cars, scales instantly during catastrophe events, and guides through disputes and appeals.


    Interventions:

  • FNOL intake
  • Claims status
  • Repair shop coordination
  • CAT event response
  • Subrogation follow-up
  • Dispute & appeals guidance
  • Available Today
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    Fraud Detection & Prevention

    Add a scalable fraud prevention layer without delaying legitimate claims. Telenok makes verification calls to confirm suspicious claim details and flag inconsistencies for SIU, and weaves application fraud screening into the normal quoting conversation, catching discrepancies before the policy is issued.


    Interventions:

  • Suspicious claim verification
  • Application fraud screening
  • Mismatch detection & SIU flagging
  • Connects to Your Systems
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    Regulatory Compliance & Communication

    US insurance is regulated at the state level. Telenok delivers required notices (cancellation warnings, rate increase explanations, non-renewal communications) within mandated timeframes. It intercepts frustrated policyholders before they escalate to the Department of Insurance and delivers annual coverage summaries proactively.


    Interventions:

  • State-specific compliance notifications
  • DOI complaint prevention
  • Annual coverage summary communication
  • Connects to Your Systems
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    Retention & Growth

    Turn retention from reactive to predictive. Telenok engages at-risk policyholders with personalized save campaigns, activates referral programs after positive claims experiences, cross-sells life and disability during natural touchpoints, and runs outbound education for commercial lines small business prospects.


    Interventions:

  • At-risk save campaigns
  • Referral activation
  • Life & disability cross-sell
  • Commercial lines SMB outreach
  • Connects to Your Systems

    Telenok is the conversation layer. Your policy admin, claims system, and CRM are the data layer. Webhooks and APIs are the bridge.

    "Available Today" use cases need zero development — just configuration. Integration-dependent workflows connect through standard APIs your systems already support. That's transformation, not a tool purchase.

    See Telenok on Your Insurance Workflows
    Tab 1

    Transform Every Stage from Lead Capture to Portfolio Growth

    Mortgage support is document-heavy, compliance-sensitive, and painfully slow. Borrowers call about loan status more than anything else, and every missed follow-up is a lost deal. Telenok supports mortgage operations across the loan lifecycle by coordinating borrower communications, delivering operational updates, providing knowledge assistance to loan officers, automating routine workflows, and surfacing portfolio and pipeline visibility for faster operational execution.

    15–25

    Line

    Docs managed per loan

    24/7

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    Borrower status access

    5–6 week

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    Time to go-live

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    Loan Capture & Insights

    Convert anonymous rate-shoppers into qualified leads without form fills. Telenok triggers conversational qualification, walks first-time buyers through jargon in plain language. It provides real-time visibility into loan pipelines, funding activity, branch performance, workflow status, and operational reports for loan officers and mortgage leadership.


    Interventions:

  • Visitor-to-lead conversion
  • Operational Intelligence & Reporting
  • Credit score coaching
  • First-time buyer education
  • Refinance opportunity outreach
  • Available Today
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    Application & Document Collection

    The average mortgage requires 15–25 documents and every missing item delays closing. Telenok equips loan officers and mortgage operations teams with instant access to approved product information, policy updates, internal procedures, and workflow status while coordinating borrower communications and document workflows.


    Interventions:

  • Application abandonment recovery
  • Document checklist management
  • Rejection explanation & re-collection
  • Self-employed support
  • Co-borrower coordination
  • Connects to Your Systems
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    Processing & Underwriting

    "What's the status of my loan?" is the most frequent borrower call. Telenok provides real-time status from the LOS 24/7, translates underwriting conditions into plain English with fill-in templates, communicates appraisal gaps with clear options, alerts borrowers before rate locks expire, and ensures TRID disclosure delivery and acknowledgment.


    Interventions:

  • Loan status updates
  • Condition clearing assistance
  • Appraisal gap communication
  • Rate lock expiry alerts
  • Compliance & disclosure delivery
  • Connects to Your Systems
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    Closing & Post-Close

    The last mile of a mortgage is where confusion and fraud risk peak. Telenok sends personalized closing checklists 48 hours out, delivers wire fraud prevention warnings before scammers strike, calls borrowers after servicing transfers with new account details, and explains escrow shortages and tax adjustments in plain language.


    Interventions:

  • Closing day preparation
  • Wire fraud prevention
  • Post-close welcome & servicing transfer
  • Escrow & tax questions
  • Connects to Your Systems
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    Retention & Portfolio Growth

    Turn the servicing relationship into a revenue engine. Telenok conducts annual mortgage reviews with refinance or HELOC recommendations, identifies equity-rich borrowers for home equity cross-sell, and times outreach to life events (marriages, growing families, job changes) that signal new mortgage needs.


    Interventions:

  • Annual mortgage review outreach
  • HELOC & home equity cross-sell
  • Life event triggers
  • Connects to Your Systems
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    Compliance & Risk Mitigation

    Mortgage is one of the most regulated industries in the US. Telenok ensures TRID disclosures are delivered and acknowledged on time, tracks mandatory waiting periods, maintains audit-trail-ready conversation logs, and runs wire fraud prevention scripts — turning compliance from a bottleneck into an automated checkpoint.


    Interventions:

  • TRID disclosure delivery
  • Waiting period tracking
  • Wire fraud alerting
  • Audit-ready conversation logs
  • Connects to Your Systems

    Telenok strengthens borrower engagement. Your LOS, CRM, and servicing platform stay in control.

    Telenok integrates with Encompass, Byte, LoanSphere, Salesforce, and custom platforms. As the conversation layer, it connects your existing systems through APIs and webhooks to orchestrate borrower interactions from first inquiry to portfolio retention.

    See Telenok on Your Mortgage Workflows
    Mortgage

    Transform Patient Access, Care Coordination, and Revenue Cycle Operations

    Healthcare support is high-volume, compliance-critical, and directly impacts patient outcomes. No-shows alone cost the US $150B annually. Prior auth calls consume hours of staff time. Post-discharge readmissions incur CMS penalties. Telenok transforms these workflows at scale: reducing no-shows through automated confirmation calls, navigating insurance and billing questions, conducting post-discharge follow-ups at clinically validated intervals, running SDOH screenings, and executing patient recall campaigns — across 50+ languages.

    $150B

    Line

    Annual no-show cost addressed

    24/7

    Line

    After-hours triage coverage

    50+

    Line

    Languages for LEP patients

    Patient Access & Scheduling

    Patient Access & Scheduling

    Patients wait 15+ minutes on hold just to book an appointment. Telenok matches patients to the right provider by specialty, insurance, and location; makes automated confirmation calls at 48h and 2h to cut no-shows; guides new patients through intake digitally before their visit; follows up on specialist referrals within 24 hours; and handles after-hours triage using clinically validated protocols.


    Interventions:

  • Appointment booking & provider matching
  • No-show reduction
  • New patient intake
  • Specialist referral follow-through
  • After-hours triage
  • Available Today
    Insurance & Billing Navigation

    Insurance & Billing Navigation

    US medical billing is notoriously confusing. Telenok verifies insurance eligibility and copays in real time, provides prior authorization status updates, walks patients through EOB line items in plain language, sets up payment plans to prevent collections, and delivers Good Faith Estimates for No Surprises Act compliance.


    Interventions:

  • Insurance eligibility verification
  • Prior auth status
  • Medical bill explanation
  • Payment plan setup
  • No Surprises Act compliance
  • Available Today
    Care Coordination & Chronic Disease

    Care Coordination & Chronic Disease

    Hospital readmissions cost $26B annually and incur CMS penalties. Telenok conducts structured post-discharge follow-ups at 24h, 72h, and 7 days; sends daily medication adherence reminders with refill coordination; handles CCM program enrollment and monthly 20-minute check-in calls at scale; notifies patients when lab results are reviewed; and closes care gaps for overdue screenings.


    Interventions:

  • Post-discharge follow-up
  • Medication adherence
  • CCM enrollment & check-ins
  • Lab result notifications
  • Care gap closure
  • Available Today
    Patient Experience & Satisfaction

    Patient Experience & Satisfaction

    HCAHPS scores directly impact Medicare reimbursement. Telenok conducts conversational post-visit satisfaction checks that feel human, routes unhappy patients for immediate resolution before negative scores are submitted, coordinates prescription refills, walks elderly patients through telehealth setup 30 minutes before virtual visits, and administers SDOH screenings with community resource connections.


    Interventions:

  • HCAHPS satisfaction follow-up
  • Prescription refill coordination
  • Telehealth visit preparation
  • SDOH screening
  • Language access
  • Available Today
    Provider Operations

    Provider Operations

    Free clinical staff from administrative burden. Telenok manages inbound call volume for schedule changes and on-call inquiries, follows up persistently with payers on credentialing and enrollment applications, and executes patient recall campaigns for annual wellness visits, preventive screenings, and vaccination drives at scale.


    Interventions:

  • Staff scheduling coordination
  • Credentialing & enrollment follow-up
  • Patient recall campaigns (flu, COVID, RSV, wellness)
  • Available Today
    Compliance & Equity

    Compliance & Equity

    Healthcare is one of the most regulated sectors. Telenok ensures clinical triage follows validated protocols with proper disclaimers, maintains HIPAA-aligned conversation handling, supports 50+ languages for LEP patient populations, administers standardized SDOH screenings (PRAPARE, AHC-HRSN), and keeps audit-ready conversation logs for every interaction.


    Interventions:

  • Clinical protocol adherence
  • HIPAA-aligned handling
  • Multilingual access
  • Standardized SDOH tools
  • Audit-ready logs
  • Available Today

    Telenok is the conversation and coordination layer. Your EHR, PM system, and payer portals are the clinical and financial backbone.

    It integrates with Epic, Cerner, Athena, and custom platforms. From reducing $150B in no-show costs to closing care gaps at scale — this is what it means to transform patient access, not just digitize it.

    See Telenok on Your Healthcare Workflows
    Consumer Tech

    Transform Every Touchpoint from Product Discovery to End-of-Life

    Consumer tech support is the highest-volume, most repetitive category in customer service and the most deflectable. Wi-Fi troubleshooting, warranty checks, "where's my order," setup walkthroughs, and subscription billing disputes dominate queues. Telenok transforms 32 intervention points across 6 stages of the device lifecycle: turning researchers into buyers, eliminating setup frustration, deflecting Tier-1 diagnostics at scale, orchestrating warranty and repair flows end-to-end, intercepting subscription churn, and proactively managing recalls, security patches, and device end-of-life transitions.

    32

    Line

    Intervention points mapped

    85%+

    Line

    CSAT at scale (proven)

    6

    Line

    Lifecycle stages covered

    Pre-Purchase Discovery & Consideration

    Pre-Purchase Discovery & Consideration

    Turn researchers into buyers with guided conversations. Telenok runs consultative product matching — asking about use case, budget, and OS preference, then surfacing 2–3 options with clear reasoning. It cross-references compatibility matrices to prevent returns before they happen, provides real-time trade-in valuations, and guides financing eligibility.


    Interventions:

  • Spec comparison & product matching
  • Compatibility & ecosystem checks
  • Trade-in valuation & upgrade path
  • Financing & installment guidance
  • Available Today
    Purchase, Activation & Onboarding

    Purchase, Activation & Onboarding

    The first 48 hours determine satisfaction forever. Telenok recovers high-value cart abandonments with device-specific nudges, walks through SIM/eSIM provisioning and license key activation, upsells extended warranties at the decision window, then guides step-by-step device setup, data migration between platforms, smart home pairing, and proactive 48-hour check-ins.


    Interventions:

  • Checkout abandonment recovery
  • Device activation & SIM/eSIM
  • License key resolution
  • Extended warranty upsell
  • Guided setup
  • Data migration
  • Smart home pairing
  • 48-hour check-in
  • Connects to Your Systems
    Technical Support & Troubleshooting

    Technical Support & Troubleshooting

    The highest-volume, highest-deflection stage. Telenok runs structured diagnostic workflows (Wi-Fi issues, Bluetooth pairing failures, cellular signal problems) resolving the majority without human intervention. It assists with firmware update failures, handles connectivity and network troubleshooting at scale, and triggers remote diagnostic scans for complex issues, escalating with pre-attached logs and data.


    Interventions:

  • Guided diagnostic workflows
  • Firmware & software update assistance
  • Connectivity & network troubleshooting
  • Remote diagnostics & log collection
  • Available Today
    Warranty, Repairs & Replacements

    Warranty, Repairs & Replacements

    Turn a pain point into a loyalty moment. Telenok verifies warranty status, generates RMA numbers, emails shipping labels, and schedules courier pickup — all in one conversation. It proactively notifies customers about repair progress, triages accidental damage claims with photo assessment, and dispatches advance replacements for premium accounts to minimize downtime.


    Interventions:

  • Warranty verification & RMA initiation
  • Repair status tracking
  • Accidental damage claim triage
  • Advance replacement & loaner dispatch
  • Connects to Your Systems
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    Subscription & Account Management

    Where churn happens and where Telenok saves it. When customers initiate cancellation, Telenok understands the reason and responds accordingly: too expensive → discount or downgrade; don't use it → offer pause; switching → highlight differentiators. It handles plan changes and family sharing, resolves billing disputes by pulling history and explaining line items, and recovers failed payments before access lapses.


    Interventions:

  • Cancellation interception & save offers
  • Plan change & family sharing
  • Billing dispute & charge clarification
  • Auto-renewal notification & payment failure recovery
  • Connects to Your Systems
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    Upgrade, Lifecycle & Compliance

    Every end-of-life is a new beginning-of-sale. Telenok proactively contacts customers when devices hit 18–24 months with trade-in valuations and upgrade offers, orchestrates the full trade-in flow from data wipe to credit issuance, guides e-waste recycling, executes product safety recalls and security patch notifications at scale, handles DSAR intake, and communicates end-of-support transitions with clear upgrade paths.


    Interventions:

  • Upgrade eligibility outreach
  • Trade-in logistics orchestration
  • Data wipe certification
  • Device recycling
  • Safety alerts & battery recalls
  • Security patch notifications
  • DSAR handling
  • End-of-life communication
  • Connects to Your Systems

    Telenok is the conversation and diagnostic layer. Your product catalog, device management, warranty system, and subscription platform are the data layer.

    It connects via standard APIs and webhooks to your existing tech stack. "Available Today" use cases need zero development — just KB configuration. From pre-purchase guidance to end-of-life recycling, transform every touchpoint in the device lifecycle.

    See Telenok on Your Consumer Tech Workflows
    ARCHITECTURE

    The Intervention Stack That Powers
    the Transformation

    Decision

    Decision Intelligence Layer (GenAI)

    • Context-aware query understanding and intent interpretation
    • SOP-driven response generation aligned to brand and policy
    • Sentiment analysis and adaptive learning from interaction history
    • Attachment intelligence and conversation memory
    Decision

    Execution & Automation Layer (Agentic)

    • Autonomous triage, routing, and multi-step task orchestration
    • Workflow triggers and backend execution across systems
    • Multi-agent orchestration with controlled AI-to-AI and AI-to-human handoffs
    • Model-flexible execution using task-specific AI models
    Decision

    Control & Governance Layer

    • Human-in-the-loop review, override, and approval checkpoints
    • Source-linked responses and validation with confidence thresholds
    • Audit trails, logging, and full execution traceability
    • Configurable guardrails, escalation rules, and release governance
    Decision

    Integration Layer

    • CRM, ticketing, communication, and operational platforms
    • APIs, webhooks, internal systems, and workflow triggers
    • Secure, authenticated data exchange across enterprise environments
    • MCP-enabled connectivity across enterprise tools and data sources
    GO-LIVE

    Deployment Without Disruption

    From scoping to controlled rollout in 5–6 weeks. No system replacement, no migration risk. Just transformation.

    Telenok Deployment Overview
    Week 1
    Scope workflows, systems, and success metrics
    Week 2
    Build POC and priority automation scenarios
    Week 3–4
    Integration, governance design, and validation
    Go-live (Week 5-6)
    Controlled rollout with human oversight and governed weekly releases
    TRUST & COMPLIANCE

    Enterprise-Grade Governance and Control

    Transformation without trust is just risk. Telenok is built for controlled, enterprise-grade operations. All workflows remain visible, auditable, and governed within your operating environment.

    Enterprises
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    SOC 2 and ISO 27001-aligned operational controls

    Check

    Role-based access control (RBAC) with configurable permissions

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    Full audit trails and response traceability for compliance visibility

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    Secure, authenticated system integrations

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    Controlled release cycles and validation checkpoints

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    Privacy-aware data handling with minimal retention

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    Source-linked responses aligned to approved SOPs and policies

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    Reviewable AI decisions with confidence thresholds and handoff triggers

    Talk to Our Experts
    Enterprises
    READY TO TRANSFORM?

    See Telenok on Your
    Workflows — Not a Demo

    Validate automation coverage, workflow execution, and operational impact using your own tickets, policies, and systems before scaling. Experience what it means to go from conversation to completion.

    Frequently Asked Questions

    Telenok is an agentic execution layer, not a chatbot. While chatbots handle conversations, Telenok transforms workflows — autonomously processing returns, updating CRM records, initiating claims, coordinating logistics, and executing multi-step backend actions. It takes every interaction from conversation to completion, without the queue, while maintaining human oversight for complex or high-risk decisions.
    Automation handles individual tasks: routing a ticket, sending a reply. Transformation redesigns how the entire support operation works. Telenok doesn't just automate responses; it restructures workflows, executes backend actions, orchestrates multi-agent processes, and generates executive-grade operational insight. The difference shows up in operational efficiency, customer outcomes, and cost-to-serve, not just ticket volume.
    Telenok absorbs high-volume, repetitive Tier-1 demand: freeing agents for complex, judgment-intensive work. It handles WISMO queries, FNOL intake, return processing, and policy questions autonomously, and escalates nuanced cases with full context, summaries, and recommended actions. Your team handles more with less, and agents focus on work that needs human expertise.
    No. Telenok integrates with your existing CRM, ticketing, communication, and operational systems through secure APIs and webhooks. It works with Salesforce, Zendesk, Freshworks, HubSpot, Shopify, Magento, SAP, and custom platforms — no system replacement or migration required. Go live in 5–6 weeks.
    Telenok is trained on your knowledge base and SOPs, with source-linked responses that trace back to approved policies. It includes configurable guardrails, confidence thresholds, human-in-the-loop review, and full audit trails. For regulated industries like insurance, compliance-specific content guardrails ensure responses stay within mandated boundaries.
    Yes. Telenok supports operations across 50+ languages and scales instantly to handle demand spikes — flash sales, catastrophe events, open enrollment periods without increasing headcount or hiring temporary staff. That's the difference between automation and transformation.
    Telenok transforms support workflows across e-commerce and retail, insurance (P&C, health, life), mortgage and lending, healthcare, consumer technology, and other high-volume industries. Its intervention capabilities adapt to industry-specific processes — WISMO and returns in e-commerce, FNOL and claims in insurance, loan status and document collection in mortgage, and patient scheduling, care coordination, and post-discharge follow-up in healthcare.
    Most teams see improvements in response time and workload reduction within the first weeks of go-live. Cost-to-serve reduction, CSAT improvement, and EBITDA margin impact are typically measurable within the first quarter. Continuous improvement through governed weekly releases compounds gains over time.