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Zingtree

Also known as: Zingtree Inc

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Customer support agentprivateVerified 2026-07-08

Agentic CX workflow orchestration platform with a multi guardrailed AI engine that resolves complex, high risk support across agent assist and self service, governed by logic gates and compliance checks.

Zingtree is an agentic workflow orchestration platform for complex, high risk customer experience. Its input first, logic driven engine lets business teams define the logic behind every decision, escalation and compliance trigger, connect live data from CRM, ERP and knowledge systems, and orchestrate resolutions that can be human led, AI assisted or fully automated. A multi guardrailed AI engine filters every AI response through logic gates, confidence thresholds and compliance checks before delivery, producing accurate, auditable and compliant decisions rather than free form generation, which the company frames as hallucination proof AI for regulated environments. The same governed logic powers both agent assist (step by step scripts and a copilot that interprets ticket context, auto updates fields and generates case notes) and customer self service (the same workflows published to web portals), without rebuilding per channel. Change is managed with versioning, approvals and audit history, and a generative AI helper surfaces answers from connected systems in real time. Zingtree is used across regulated industries including healthcare, insurance, telecom and retail, and runs natively inside CRM, CCaaS and web front ends in more than 54 countries.

Vendor details

Canonical URL

https://zingtree.com/

Category

Customer support agent

Funding status

Series A (round dated January 2022); amount not disclosed this session.

Company status

private

Use cases & customers

Primary use cases

Complex customer support resolutionAgent assist and guided workflowsCustomer self service deflectionCompliance and process governance

Target customers

Enterprise CX and support teamsRegulated industries such as healthcare, insurance and telecomContact centers

Deployment options

SaaSEmbedded in CRM, CCaaS and web

Integrations

Secure bi directional APIs connect to Salesforce (native AppExchange component), Zendesk, Five9, Talkdesk, Freshdesk, Kustomer, Avaya, Cisco, Zoho, SugarCRM, ServiceNow, Intercom, Slack and Zapier. Pulls live data from CRM, ERP, ticketing, billing, policy and knowledge systems to adapt resolution paths.

Capability coverage

9.5 / 14 capabilities · 68%

Integrations & Tool CallingSecure bi directional APIs connect to Salesforce (native AppExchange component), Zendesk, Five9, Talkdesk, Freshdesk, ServiceNow, Slack, Zapier and more, pulling live data to adapt resolution paths (zingtree.com ai-features, customer-self-help). Full
Workflow OrchestrationOrchestrates every resolution whether human led, AI assisted or fully automated, with AI orchestration that adapts workflows to each customer's context and intent and triggers next best actions (zingtree.com home, customer-self-help). Full
Knowledge Grounding & RAGA generative AI helper surfaces answers from connected systems in real time and each step summarizes the right customer and case context pulled from CRM, knowledge and policy systems (zingtree.com ai-features, dynamic-workflows). Full
Human Oversight & GuardrailsA multi guardrailed AI engine filters every AI response through logic gates, confidence thresholds and compliance checks before delivery, and resolutions can be human led, AI assisted or automated (zingtree.com home, dynamic-workflows). Full
Security, Identity & GovernanceCompliance checks and guardrails ensure every resolution follows policy, with approvals and audit for regulated environments including HIPAA compliant handoffs in healthcare (zingtree.com dynamic-workflows, Salesforce blog). Full
Observability & AuditabilityChange is managed with versioning, approvals and audit history, and analytics and reporting surface decision patterns and workflow performance, with auto generated case notes creating an audit trail (zingtree.com dynamic-workflows, Salesforce blog). Full
Memory & State PersistenceCarries case and customer context through each workflow step and syncs state back to CRM records, but a distinct long term agent memory was not documented (zingtree.com dynamic-workflows, Salesforce blog). Partial
Deployment & Data ResidencySaaS that embeds natively inside CRM, CCaaS and web front ends; self host or residency options were not documented this session (zingtree.com ai-features, CXponent). Partial
Prebuilt Agents / Templates / PacksOffers pre built and customizable templates and industry use case tours (healthcare, insurance, home services), a template library rather than a catalog of prebuilt agents (zingtree.com customer-self-help, CXponent). Partial
Triggers & Channel CoverageCompliance and next best action triggers drive workflows, and the same governed logic is published across agent assist, web self service, chat and CRM or CCaaS channels without rebuilding per channel (zingtree.com dynamic-workflows, ai-features). Full
Model Flexibility & RoutingThe engine is LLM powered, but a customer selectable model or routing control was not documented this session (zingtree.com ai-features). Unable to verify
APIs / SDKs / MCP ExtensibilitySecure bi directional APIs and embeddable components (including a Salesforce AppExchange component) allow embedding anywhere, but no SDK or MCP was documented (zingtree.com ai-features, Salesforce blog). Partial
Testing, Debugging & OptimizationConfidence thresholds gate AI responses and analytics identify workflow improvement areas, but a dedicated agent testing or simulation framework was not documented (zingtree.com home, CXponent). Partial
Browser / Computer-useNo browser or computer use capability; Zingtree runs guided workflows inside CX interfaces (zingtree.com). Unable to verify

Recent platform changes

No recent material changes tracked yet.

Pricing

No public rates retrieved this session; current positioning is enterprise sales led (request an evaluation, speak with experts), historically seat based.

seat and subscription based enterprise license

Contact onlyLow variable cost

Cost watchouts

Deep CRM and CCaaS integration and workflow build out imply implementation effort, and per seat scaling can add cost as agent headcount grows.

Variable cost rationale

Seat and workflow based licensing without a documented usage meter; cost scales with seats and deployed workflows.

Sales call required

Yes — required for paid access

Free / trial

Request an evaluation; no public free tier surfaced this session

Lowest paid plan

Not public this session; contact sales

Key ambiguities

Zingtree has historically published tiered plans, but current pages route to sales and no rates were surfaced this session.

Verified 2026-07-08

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