Glia vs NICE CXone (2026)

Agentic Workflows ships pre-built connections into banking cores, digital and online banking, card management, payments, and disputes and account services.

The workflows are transactional rather than informational, such as unlocking online banking, freezing a card, adding a travel notification, transferring between accounts and replacing a damaged card, each a write into a system of record executed from the interaction.

Where a connector does not exist, Glia Functions lets the institution deploy its own JavaScript to build the integration, and Glia also runs a separate partners and integrations portal.

Sourceglia.com/agentic-workflowsread 2026-09-05

Agents reach external systems through the platform's own REST APIs and Studio actions and connect to Salesforce, SharePoint, Zendesk and Confluence among other systems. Virtual Agent Hub connects third-party virtual agent providers including Omilia and Amelia, with their credentials held in the hub. Mpower agents move across systems and trigger actions in front, middle and back office applications, not only in the contact center.

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Agentic Workflows, a recent Glia launch, turns an institution's approved procedures into governed AI actions that complete multi-step banking tasks inside a single screen, each run against a codified process. A workflow starts from a pre-built template, from a description in natural language, or from uploaded internal standard operating procedures and historical interactions.

At run time CoPilot scans the live interaction and prompts the agent to run the workflow matching the inquiry. The workflow then fills in information, suggests next steps and completes actions across connected systems while the agent stays in the conversation. Glia calls this execution model AI reasoning under governed execution.

Sourceglia.com/agentic-workflowsread 2026-09-05

Mpower agents are generated in AI Studio from outcome-based no-code prompts and run inside orchestrated workflows spanning front, middle and back office. They move across systems, trigger actions and work alongside humans and other AI agents to complete journeys such as claims processing and refund approval rather than single conversations. Underneath, Studio scripts, routing queues and skills carry deterministic call and case flow, with Virtual Agent Hub arbitrating handoff between bots and live agents.

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Inbound work reaches the agent by phone, chat, video and messaging across the institution's digital properties, phone lines and mobile apps, with context carried when the customer moves between them.

Outbound, Glia Outreach runs automated voice and SMS campaigns that convert indirect borrowers, prompt CD and share-certificate renewals and reduce delinquencies, then transfers the call to a specialist when the member is ready to act, so the agent starts conversations as well as receiving them. Callers are greeted with a message personalized to their history. Glia Functions also supports scheduled invocations on cron expressions, so work can start on a clock with no human or customer involved.

Sourceglia.com/glia-outreachread 2026-09-05

Autopilot runs as a voice virtual agent over the contact center's telephony and as a text virtual agent across chat-based digital channels, with Digital Experience carrying the digital channel set, Studio points of contact routing each channel to a script, and the proactive agent reaching customers over voice, SMS, WhatsApp, email and chat. Work also arrives from routing queues and digital skills that assign incoming cases to a bot's inbox.

Sourcehelp.nicecxone.com/content/autopilot/autopilot.htmread 2026-09-05

The AI assistants are built on the Glia Knowledge Bank, a single source of answers and content the financial institution has reviewed and approved, so the assistant only says what the institution has sanctioned, and a proprietary approvals framework enforces that boundary at runtime. The corpus stays under the institution's control and is fed and maintained from its own material.

Workflows are generated from uploaded standard operating procedures and internal documentation, and CoPilot surfaces that institutional knowledge into live interactions so an agent can answer complex product questions without leaving the conversation. Phone virtual assistant responses are generated from prior agent interactions through a learning loop, so the knowledge is refreshed from live traffic rather than loaded once.

Sourceglia.com/ai-copilotread 2026-09-05

The platform's maintained knowledge layer is Knowledge Hub. Autopilot connects through it to CXone Mpower Expert or any third-party knowledge base and answers from the articles, returning composed responses, embedded links and images, and Autopilot Knowledge wires Bot Builder bots directly into Expert knowledge bases. CXone connects to Salesforce, SharePoint, Zendesk and Confluence as knowledge sources, so agents and people work from the same content. This is a structure NiCE maintains over the customer's corpus.

Sourcehelp.nicecxone.com/content/autopilot/autopilot.htmread 2026-09-05

The ChannelLess architecture carries full context as a customer moves between chat, voice and video, so they do not reauthenticate or repeat themselves, and a handoff from AI to a human passes context with it. Beyond a single interaction, Glia personalizes greetings using a caller's previous interactions and call history, which reaches across separate conversations. There is no persistent agent memory store with a scope, lifetime or deletion control, and no memory product. What the platform holds is interaction history.

Sourceglia.com/ai-chatbot-bankingread 2026-09-05

The platform names a memory component, Experience Memory, without describing its shape. It sits alongside APIs, Knowledge, Channels and Enlighten Models in the CXone Mpower ecosystem that Mpower Agents tap into, so persistence is separate from the knowledge corpus.

The Proactive AI Agent manages continuous journeys over several days or weeks, and millions of simultaneous customer journeys, without losing context. That context carries across sessions. NiCE gives no scope, lifetime, retention window or deletion control for Experience Memory, so a customer cannot tell what is retained or for how long.

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When building an Agentic Workflow, the institution chooses the steps and then decides where AI completes actions autonomously and where human approval is required, with the two states named Human Approval and Fully Autonomous. The customer keeps control of when AI acts independently and when approval is needed, so every workflow stays aligned to its own policies and risk tolerance.

Underneath, a proprietary approvals framework governs what the AI is permitted to say, firmly enough that Glia sells a contractual guarantee against hallucinations and prompt injections, and assistants answer only from institution-approved content. In conversations, the AI recognizes when human help is needed and hands off with context intact.

Sourceglia.com/agentic-workflowsread 2026-09-05

Conversation guardrails from NiCE prevent excessive communication or miscommunication and enforce compliance with data privacy and industry regulation, applied before outreach rather than reviewed afterwards, and brand-specific guardrails can be configured. Autopilot virtual agents resolve autonomously but transfer to a live agent when the contact needs one, with the platform waiting on a completion or transfer signal, and Mpower Copilot carries the human side with dedicated versions for agents, supervisors and administrators.

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Certifications include SOC 2 Type 2, PCI DSS, HIPAA/HITECH Type 1 and CCPA, and Glia states PCI Level 1 specifically, presenting it as going beyond SOC 2 Type II. Around that sit scheduled third-party penetration testing, a TDD development process with manual and automated security checks on OWASP principles, a 24/7 intrusion detection system with daily log review, encryption in transit and at rest, PII masking, dedicated security staff holding CISM, CISA and CRISC credentials, employee background checks and a public bug bounty program.

For access, the development toolkit includes customer-managed SSO integrations alongside user and session management, and customers, as data controllers, determine how long information is retained and can request modification or deletion, which makes retention customer-configured. ISO 27001, FedRAMP/FISMA and SSAE-16 SOC 1, 2 and 3 are controls Glia inherits from Amazon Web Services, its cloud provider. The two-factor, logged, least-privilege access in Glia's Personnel pillar governs Glia's own employees.

Sourceglia.com/securityread 2026-09-05

Certifications include SOC 2 Type II and HITRUST for HIPAA, ISO 27001, PCI Level 1 attestation maintained for each cluster, FedRAMP ATO at the Moderate baseline and Sarbanes-Oxley 404 for the parent, plus BAA and GDPR DPA. Customer-facing controls include a tenant RBAC model with segregation of duties, multi-factor authentication, SSO, file integrity monitoring and customer-managed private keys, backed by annual third-party penetration testing, quarterly network scans and a 24x7 security operations center.

Sourcehelp.nice-incontact.com/content/globalfeatures/tsa/securitylayers/securitylayers.htmread 2026-09-05

Agentic Workflows keeps full audit trails in which every step, every decision and every system action is captured and auditable, serving as the compliance record for regulated execution, alongside a built-in end-to-end reporting dashboard that surfaces bottlenecks and process-improvement opportunities.

The audit record also leaves the platform on the customer's terms, through event-based exports that push structured audit logs with customizable payloads to CRMs, data lakes and other external systems to meet compliance requirements. Glia Analyst adds interaction-level analysis and on-demand reporting across interactions. These records cover Glia's own execution.

Sourceglia.com/agentic-workflowsread 2026-09-05

Interactions are recorded with metadata in CXone Mpower, and a Data Extraction API pulls recording interaction metadata, quality management workflow data and QM question-and-answer data for external reporting, each behind its own named permission, alongside prebuilt QM and business intelligence reports with drill-down and export. Quality Management for CRM Ticketing surfaces every interaction related to a ticket together with agent and system-generated comments.

What can be reconstructed is the conversation and its quality assessment, not the AI agent's own run, and there is no step-level decision trace, tool-call log or retrieval record. An Interactions Journey Summary view showing an entire interaction journey with segments, transfers, transcript and QM insights is announced for the 25.4 release but not yet shipped.

Sourcehelp.nicecxone.com/content/recording/dataextractionapi.htmread 2026-09-05

Hosting is exclusively on Amazon Web Services, and Glia's privacy policy tells users outside the United States that their information may be transferred to and processed in the United States. The architecture is triple-hot redundant, with a stated 99.99999% uptime and zero planned downtime. There is no region the customer can select, no in-region or single-tenant option and no on-premise deployment. Glia publishes no DPA or subprocessor list and says compliance with GDPR and CCPA is detailed in customer agreements, so residency terms are set at contract level.

Sourceglia.com/security-compliance/privacy-policyread 2026-09-05

The platform runs from geographically diverse data centers as independent regional clusters, with PCI Level 1 attestation maintained separately for each cluster and tenant endpoints scoped by region. NiCE states multi-region performance and support for sovereign data requirements alongside GDPR and FedRAMP, and the Agent SDK is available in all regions. Customers get no published menu of selectable regions and no published residency commitment.

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Agentic Workflows comes with named templates that customers can customize, namely Unlock Online Banking, Add Travel Notification, Freeze Card, Check Balances, Review Transactions, Transfer Between Accounts, Replace Damaged Card and Build Your Own. Alongside them sits a named product set a customer adopts as units, Glia Banker, Glia Outreach, Glia CoPilot and Glia Analyst. Underneath both, the voice agent ships pre-packaged for more than 1,000 banking journeys out of the box, with no bot building, integration work or training required.

Sourceglia.com/agentic-workflowsread 2026-09-05

AI agents are generated in minutes in Mpower AI Studio from outcome-based, no-code conversational prompts, drawing on the platform's APIs, Knowledge, Experience Memory, Channels and Enlighten Models, with vibe-coding letting business users tailor an agent's personality and communication style, and prebuilt integrations supplied alongside.

Agents are generated from a prompt, and NiCE offers no catalog of prebuilt agents for the customer to browse and put into service. A reseller page claims more than thirty pre-configured industry AI agents for financial services, healthcare, utilities and telecommunications, but NiCE itself publishes no such catalog.

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Glia names no underlying model provider, publishes no model selection or routing configuration and offers no bring-your-own-key path. Its contractual guarantee against hallucinations and prompt injections is enforced by a proprietary approvals framework. The platform is sold as turnkey AI that ships pre-packaged for banking journeys. Amazon Web Services is the hosting environment.

Sourceglia.com/banking-ai-workforceread 2026-09-05

Proprietary Enlighten CX models trained on NiCE's own interaction corpus run Mpower agents, with Cognigy reasoning at the core after the latest platform refresh, and NiCE hosts models on AWS through an expanded Bedrock partnership. NiCE makes the selection itself, and there is no customer or admin model choice, routing control or bring-your-own-model path. Bedrock hosting of NiCE's models is infrastructure, not a customer choice of model.

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Glia offers REST APIs, software development kits and data export tools. An off-the-shelf development toolkit embeds Glia in web and mobile apps and manages users, sessions and SSO integrations, and event-based exports sync engagement data in real time to CRMs and data lakes. Glia Functions is a customer-facing serverless platform where the customer deploys its own JavaScript to build integrations and customizations inside Glia.

Glia's own public GitHub organization (salemove, the former company name, 90 public repositories) carries glia-functions-tools, which holds a Functions CLI, first-party web, iOS, Android and Ionic widget SDKs, and an MCP server exposing roughly two dozen tools so an AI assistant can create, deploy and schedule functions programmatically. The platform API is at api.glia.com on bearer-token authentication, with service-credential API keys also supported. The developer hub at docs.glia.com sits behind a login.

SourceGlia extensibility page, github.com/salemove/glia-functions-tools and the salemove widgets SDK repositories; glia.com/extensibilityread 2026-09-05

A public developer portal covers REST APIs grouped by function, including authentication, admin, agent sessions, digital engagement, media playback, business data and data extraction, testable in the portal against a live tenant, with OAuth 2.0 and a registration path for independent software vendors building multi-tenant apps. A TypeScript Agent SDK ships on npm and GitHub across ACD, Agent, Auth, Digital and Voice packages, and NiCE says it exposes the same APIs it uses for its own product development at no additional cost.

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Through Glia Analyst, quality management and coaching run across interactions, checking whether agents met banking compliance requirements and how they handled conversion and empathy. Agentic Workflows ships a built-in end-to-end reporting dashboard that identifies bottlenecks and future automation opportunities, so a change can be judged against readable outcomes once it is live.

There is no simulation, scenario set, regression suite or scored pre-release evaluation of a proposed AI agent or workflow. Analyst is built for coaching human agents and planning staffing, and it scores the interaction and the representative. The Glia Functions CLI supports local development of serverless functions and tests that integration code.

Sourceglia.com/ai-analystread 2026-09-05

A scored evaluation program runs over live interactions. Quality Planner creates quality plans that sample interactions against filters the customer defines, route them to named evaluators and score them against an attached evaluation form, with calibrations and self-assessments alongside and prebuilt QM and business intelligence reports carrying the results.

Quality Management Premium adds behavior performance indicators across all interactions. This is quality assurance after the fact over a sample. Neither Autopilot nor Mpower AI Studio has a prerelease test surface, a simulation environment or a scored evaluation of a proposed agent change before customers see it, and NiCE does not say whether AI agents, rather than human agents, are what gets evaluated.

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CoBrowsing and Live Observation let a representative see and co-navigate the customer's own browser during an interaction, and Live Observation extends to capture bubbles, alerts and picker menus so the operator sees the whole screen. This is a tool for human representatives, a person working inside an interface with the customer present and consenting.

There is no hosted browser session, virtual desktop or agent-driven interface control. The agent acts through programmatic routes instead, with pre-built connections into banking cores, card management and payments, workflows that execute account-level actions in those systems, customer-deployed Glia Functions and a REST API at api.glia.com.

Sourceglia.com/high-touch-interactionsread 2026-09-05

NiCE has long sold a robotic process automation line, NiCE RPA, that drives desktop applications, but it does not say whether desktop automation ships as part of CXone Mpower or as a separate product bought alongside. Across Mpower Agents, the Proactive AI Agent, Autopilot, Quality Management and the Data Extraction API, action runs through APIs, integrations and channels.