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Comparison

Five9 vs Freddy AI Agent

Compare documented workflows and implementation requirements using attributed public sources. Facts last checked , the earlier of the two records. Machine-readable record.

Start with your setup

These are documented product differences and requirements. A feature list or a single customer report does not establish which agent will perform better for your team.

Deployment model

Five9

The AI agent capability is delivered as a cloud add-on to the Five9 contact-centre platform, sold on top of per-concurrent-user bundles priced from $119 (Digital) and $159 (Core) per seat per month.Vendor-reported
Source
Five9 Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-deployment

Freddy AI Agent

Freddy AI Agent is delivered as part of Freshworks' hosted Freshdesk service and configured through an in-product AI Agent Studio described as an all-in-one hub to build, test, deploy, and monitor AI Agents.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-deployment

Actions in backend systems

Five9

Five9 states that AI Agents handle "multi-step requests, shifting intent and real action across your business systems," with the broader platform exposing CRM integrations, APIs and SDKs, and workflow automation.Vendor-reported
Source
Five9 AI Agents
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-actions

Freddy AI Agent

A Freshworks staff member stated in the company's community AMA that the ability for AI Agents to make API calls to perform actions such as creating a ticket, creating a lead, or fetching order status was in private beta at that time, and Freshworks' pricing page separately meters MCP actions at $15 per pack of 1,000 actions.Vendor-reported
Source
AMA on Freddy AI Agent - Post your Questions !!!
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-actions

Human handoff

Five9

Five9 states that on escalation "full conversation context transfers instantly to a live agent," and CX Today reported configurable guardrails that route conversations to a human when required.Vendor-reported
Source
Five9 AI Agents
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-handoff-compare

Freddy AI Agent

Not established in the reviewed sources. Ask the vendor to demonstrate this in your intended setup.

Side by side

Product attributes first, then what the sources establish for each customer workflow, then the industries they place each agent in. Open any claim to see its source, the date it was checked, and how to request a correction. Two agents are rarely documented to the same depth, so read a difference between the two columns as a difference in the public record before reading it as a difference in the products.

What this agent was judged by

The independent evidence behind these states comes mainly from analysts and trade press.States rest on 1 independent source across analysts and trade press. This is not the same yardstick for every agent, and that asymmetry is a known limitation.

What this agent was judged by

The independent evidence behind these states comes mainly from analysts and trade press.States rest on 2 independent sources across analysts and trade press, other independent sources. This is not the same yardstick for every agent, and that asymmetry is a known limitation.

Side-by-side comparison of Five9 and Freddy AI Agent
AttributeFive9Freddy AI Agent
Review basis

Source-based review

Source-based review

Deployment model
The AI agent capability is delivered as a cloud add-on to the Five9 contact-centre platform, sold on top of per-concurrent-user bundles priced from $119 (Digital) and $159 (Core) per seat per month.Vendor-reported
Source
Five9 Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-deployment
Freddy AI Agent is delivered as part of Freshworks' hosted Freshdesk service and configured through an in-product AI Agent Studio described as an all-in-one hub to build, test, deploy, and monitor AI Agents.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-deployment
Channels
Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.Vendor-reported
Source
Conversational, Generative and Agentic AI
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-channels
The only channel named in the AI Agent rows of Freshworks' published plan comparison is email, described as an Email AI Agent that engages in back-and-forth replies, responds with the right resolution, and captures feedback.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-channels
LanguagesUnknownUnknown
Help desk and CRM integrations
CX Today reported that Five9 AI Agents integrate with ServiceNow Customer Service Management through the Five9 TranscriptStream API, with availability stated for the first half of 2025.Independent report
Source
Five9 Co-Innovates with ServiceNow, Unveils Its AI Agents
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-servicenow
Freddy AI Agent is sold as a bundled component of the Freshdesk Growth, Pro, and Enterprise plans rather than as a separately licensed product.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-helpdesk
Knowledge sources
Five9 states that AI Knowledge uses GenAI and Retrieval Augmented Generation to "identify and summarize relevant, trusted answers from customer knowledge assets" uploaded as knowledge articles, FAQ documents and product information.Vendor-reported
Source
Five9 AI Knowledge
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-knowledge-source
Freshworks states that Freddy delivers answers backed by a verified knowledge base, and its community roundup describes a public-beta self-evaluation feature in which AI agents generate test queries to identify knowledge gaps that need to be patched with more knowledge sources.Vendor-reported
Source
Freddy AI Monthly Roundup - Latest Updates for CX
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-knowledge
Actions in backend systems
Five9 states that AI Agents handle "multi-step requests, shifting intent and real action across your business systems," with the broader platform exposing CRM integrations, APIs and SDKs, and workflow automation.Vendor-reported
Source
Five9 AI Agents
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-actions
A Freshworks staff member stated in the company's community AMA that the ability for AI Agents to make API calls to perform actions such as creating a ticket, creating a lead, or fetching order status was in private beta at that time, and Freshworks' pricing page separately meters MCP actions at $15 per pack of 1,000 actions.Vendor-reported
Source
AMA on Freddy AI Agent - Post your Questions !!!
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-actions
Human handoff
Five9 states that on escalation "full conversation context transfers instantly to a live agent," and CX Today reported configurable guardrails that route conversations to a human when required.Vendor-reported
Source
Five9 AI Agents
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-handoff-compare
Unknown
Target customer size
Five9 sells its bundles with "a minimum of 50 seats," positioning the AI agent capability at mid-market and enterprise contact centres rather than small teams.Vendor-reported
Source
Five9 Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-target-size
Vendr reports Freshworks buyers clustering in three bands - small teams of 5 to 25 users at $2,000 to $15,000 per year, mid-market of 25 to 100 users at $15,000 to $75,000 or more, and enterprise of 100 or more users at $75,000 to $300,000 or more annually - with a median annual contract value of $15,411.Independent report
Source
Freshworks Software Pricing Guide
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-target-size
Vendor-reported performance claimsUnknown
In a Freshworks-published mini case study, retailer Hobbycraft is reported to have AI chatbots handling 30% of all queries, 82% of tickets resolved at first contact, and a 96% average customer satisfaction score.Vendor-reported
Source
What is an AI agent and how does it work?
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-vendor-metrics
Workflow evidenceBilling

Illustrative scenario

I was charged twice for the same order. Can you refund the extra payment?

What to verify: Verify identity, inspect payment records, apply the refund policy, and confirm the payment-system result. If no authorized refund action is connected, hand off with the evidence.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Workflow evidenceOrders

Illustrative scenario

My order has not arrived. Where is it?

What to verify: Retrieve the correct order and current carrier status. Distinguish a real tracking update from an estimate; do not invent a delivery date.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Workflow evidenceReturns

Illustrative scenario

I bought this 12 days ago and opened the box. Can I return it?

What to verify: Check the actual return window, product exclusions, and order record. A policy answer and an executed return are different capabilities.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Workflow evidenceProduct questions

Illustrative scenario

Does this adapter work with my exact laptop model?

What to verify: Use a current, approved compatibility source. Ask for the model when missing and distinguish documented compatibility from an assumption.

External report

Five9 states that AI Knowledge lets teams "effortlessly upload knowledge articles, FAQ documents, and product information" and delivers contextually relevant answers directly to the customer.

2 cited claims for product questions on Five9
Five9 states that AI Knowledge lets teams "effortlessly upload knowledge articles, FAQ documents, and product information" and delivers contextually relevant answers directly to the customer.Vendor-reported
Source
Five9 AI Knowledge
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-knowledge-answers
CX Today reported that Five9's AI Agents use generative AI to "deliver contextual answers to queries without prior training" by drawing on trusted knowledge sources.Independent report
Source
Five9 Co-Innovates with ServiceNow, Unveils Its AI Agents
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-untrained-answers
Caveat documented

Single customer report on the vendor's own public forum; scope and frequency of the defect are unknown.

2 cited claims for product questions on Freddy AI Agent
Freshworks states that Freddy delivers answers backed by a verified knowledge base, reducing hallucinations and building customer trust.Vendor-reported
Source
What is an AI agent and how does it work?
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-kb-grounded
A customer reported publicly that the AI Agent reproduced knowledge base instructions inaccurately, dropping a required backslash from network drive paths so the returned instructions would not work as written.Independent report
Source
AI Agent not displaying knowledgebase info correctly
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-kb-failure
Workflow evidenceAccount issues

Illustrative scenario

I lost access to my email. Change the address on my account.

What to verify: Follow the approved identity-recovery process before accessing or changing account data. Escalate when identity cannot be verified.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Workflow evidenceComplaints

Illustrative scenario

I have contacted you three times and the problem is still unresolved.

What to verify: Recognize the repeat complaint, retain relevant history, and route it to the right team. Do not promise compensation outside the policy.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Workflow evidenceHuman handoff

Illustrative scenario

Please connect me to a person who can approve this exception.

What to verify: Transfer to an available team with the conversation and relevant records. Outside working hours, explain the actual follow-up path rather than promise immediate contact.

External report

Five9 states that "when escalation is needed, full conversation context transfers instantly to a live agent, so customers never start over."

2 cited claims for human handoff on Five9
Five9 states that "when escalation is needed, full conversation context transfers instantly to a live agent, so customers never start over."Vendor-reported
Source
Five9 AI Agents
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-handoff-context
CX Today reported that with Five9 AI Agents, "contact centers can add guardrails to ensure these conversations still pass through to a live agent" when needed.Independent report
Source
Five9 Co-Innovates with ServiceNow, Unveils Its AI Agents
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-handoff-guardrails
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Workflow evidenceSmall businesses

Illustrative scenario

A two-person support team wants to launch without a dedicated engineer.

What to verify: Validate setup effort, existing help-desk support, required integrations, and ongoing maintenance. A small customer's story alone does not establish suitability for every small business.

Caveat documented

The 50-seat minimum applies to the underlying platform bundles rather than to the AI agent add-on in isolation, but it is the entry condition for using the capability.

1 cited claim for small businesses on Five9
Five9's pricing page states that its bundles are "per concurrent user and usage-based pricing may apply, with a minimum of 50 seats," with AI Agents sold as an add-on above that floor.Vendor-reported
Source
Five9 Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-min-seats
External report

The Vendr contract data covers Freshworks products generally, not Freddy AI Agent in isolation; the agent is bundled into those same plans.

2 cited claims for small businesses on Freddy AI Agent
Freshworks includes Freddy AI Agent with 500 sessions in its Growth plan at $19 per agent per month billed annually, the tier aimed at small teams.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-small-plan
Procurement platform Vendr reports that small teams of 5 to 25 users typically spend $2,000 to $15,000 per year on Freshworks, with a median annual contract value of $15,411 across 176 deals it handled.Independent report
Source
Freshworks Software Pricing Guide
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-vendr-small
Workflow evidenceMid-market

Illustrative scenario

A growing support team needs separate queues and connected order and account systems.

What to verify: Validate routing, permissions, integration ownership, and handling of each team's policies in the intended configuration.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

External report

As with the small-business row, Vendr's figures describe Freshworks contracts overall rather than the AI agent line item.

2 cited claims for mid-market on Freddy AI Agent
Freddy AI Agent is included in the Freshdesk Pro plan at $55 per agent per month billed annually, which Freshworks labels its most popular tier.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-midmarket-plan
Vendr reports that mid-market Freshworks buyers of 25 to 100 users typically spend $15,000 to $75,000 or more per year, and that multi-year commitments commonly yield an additional 10 to 15 percent discount.Independent report
Source
Freshworks Software Pricing Guide
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-vendr-midmarket
Workflow evidenceEnterprise

Illustrative scenario

A multi-brand support organization needs controlled access across regional teams.

What to verify: Validate data boundaries, audit records, escalation ownership, and the specific deployment requirements. A vendor's enterprise positioning is not proof of these controls.

External report

Five9 positions AI Agents for enterprises, stating customers "deploy at enterprise scale with multi-agent systems, fast natural-language design, and full lifecycle control on one platform."

2 cited claims for enterprise on Five9
Five9 positions AI Agents for enterprises, stating customers "deploy at enterprise scale with multi-agent systems, fast natural-language design, and full lifecycle control on one platform."Vendor-reported
Source
Five9 AI Agents
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-enterprise-scale
CX Today reported that Five9 launched its AI Agents alongside an observability and governance layer covering hallucination detection, prompt-injection detection and completeness scoring with human oversight retained.Independent report
Source
Five9 Brings AI Agents to Market With a Shot of Trust and Governance: A Recap
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-governance-layer
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceRetail and e-commerceNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

A named retailer appears only in a case study Freshworks published itself. The figures are the vendor's and are not independently reported.

1 cited claim for retail and e-commerce on Freddy AI Agent
In a Freshworks-published mini case study, retailer Hobbycraft is reported to have AI chatbots handling 30% of all queries, 82% of tickets resolved at first contact, and a 96% average customer satisfaction score.Vendor-reported
Source
What is an AI agent and how does it work?
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-vendor-metrics
Industry evidenceFinancial servicesNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceTelecommunicationsNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceTravel and hospitalityNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceHealthcareNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidencePublic sector and educationNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceLogistics and deliveryNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Channels
Web and in-app chatVendor-documented

Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.

1 cited claim for web and in-app chat on Five9
Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.Vendor-reported
Source
Conversational, Generative and Agentic AI
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-channels
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

EmailNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

The only channel named in the AI Agent rows of Freshworks' published plan comparison is email, described as an Email AI Agent that engages in back-and-forth replies, responds with the right resolution, and captures feedback.

1 cited claim for email on Freddy AI Agent
The only channel named in the AI Agent rows of Freshworks' published plan comparison is email, described as an Email AI Agent that engages in back-and-forth replies, responds with the right resolution, and captures feedback.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-channels
Voice and phoneVendor-documented

Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.

1 cited claim for voice and phone on Five9
Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.Vendor-reported
Source
Conversational, Generative and Agentic AI
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-channels
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

SMSNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

WhatsAppNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Social messagingVendor-documented

Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.

1 cited claim for social messaging on Five9
Five9 markets both "Voice AI Agents" for automating routine customer interactions and "Digital AI Agents" providing personalized self-service via chatbots and social messaging.Vendor-reported
Source
Conversational, Generative and Agentic AI
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID five9-channels
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Help desks
ZendeskNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

SalesforceNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

ServiceNowNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

FreshdeskNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

Freddy AI Agent is sold as a bundled component of the Freshdesk Growth, Pro, and Enterprise plans rather than as a separately licensed product.

1 cited claim for freshdesk on Freddy AI Agent
Freddy AI Agent is sold as a bundled component of the Freshdesk Growth, Pro, and Enterprise plans rather than as a separately licensed product.Vendor-reported
Source
Freshdesk Pricing
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID freddy-ai-helpdesk
IntercomNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

HubSpotNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

KustomerNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

GorgiasNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

GladlyNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Help ScoutNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

FrontNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Microsoft Dynamics 365Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Change history

Open the changelog

Every change to this record is in the public changelog, with what it changed and why.

  1. · Structure

    Channels and help desks become evidence rows, and records gain bylines

    • Five9: 3 evidence states moved

      • Channel · Web and in-app chatNot established→Vendor-documented
      • Channel · Voice and phoneNot established→Vendor-documented
      • Channel · Social messagingNot established→Vendor-documented
    • Freddy AI Agent: 2 evidence states moved

      • Channel · EmailNot established→Vendor-documented
      • Help desk · FreshdeskNot established→Vendor-documented
  2. · Catalog

    Launch: 22 AI customer service agents and 532 claims, every one sourced and dated

    • Five9: Added to the catalog with 23 claims and 4 rows with evidence.

    • Freddy AI Agent: Added to the catalog with 22 claims and 4 rows with evidence.