Zingtree
Also known as: Zingtree Inc
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
Target customers
Deployment options
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.
Sources & related URLs
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 |
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
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.
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