Forethought’s Solve Agent is an agentic AI solution that delivers end-to-end resolution across every support channel. Powered by Autoflows, Solve goes beyond deflection to fully resolve both simple and complex customer inquiries, reducing costs and boosting satisfaction.

Built for Real Resolution—Not Just Automation

Solve understands customer intent and takes action to resolve issues directly—whether it’s processing a refund, updating an account, or answering a complex question. It’s trained on your historical support data and integrates seamlessly with your existing tech stack.

Key Features

Omnichannel Support

Deliver consistent, human-like support across all channels, including:

• Chat: An interactive, AI-powered chat experience on your website that resolves issues, surfaces relevant articles, or triggers backend actions via API.
• Email: Automates responses to high-volume email inquiries by detecting intent and delivering accurate replies based on historical data and macros.
• Voice: Provides real-time, AI-powered phone support using the same Autoflows as Solve.
• Slack: Offers internal teams instant access to your support knowledge directly in Slack.
• API: Enables Solve to trigger backend actions by connecting to any public API—ideal for resolving complex requests like refunds, account updates, and status checks.
• Mobile: Embeds AI-powered support directly into your mobile app, allowing customers to get fast, accurate help on the go using the same Autoflows as Solve.

Autoflows

Forethought’s agentic AI reasoning engine that powers Solve to take real action, not just respond. Autoflows are created in two ways:

1. Workflow Builder
2. Discover > Automation 

Custom Actions

Connect API endpoints so Solve can act right from the conversation, like processing refunds or updating accounts.

Agent Coaching

Guide responses by adjusting tone, adding context, or steering how the AI should handle specific topics.

Seamless Handoffs

Transfer inquiries to human agents in real-time with full context for easy resolution.

Analytics Dashboard

Track performance metrics like CSAT, deflection rates, and speed—plus get suggestions on how to improve underperforming workflows.

Getting Started with Solve

Solve works best when it’s trained on your existing support data—like past tickets, macros, and knowledge base content. But if you don’t have historical data, no worries. Solve Chat can start resolving questions immediately using just your help center articles.

Seamless Integration

Solve integrates with your existing tools, including Zendesk, Salesforce, Freshdesk, Intercom, Airtable, and more. For the full list, see Available Connectors and their Requirements.

Is Assist right for your customer support team?

Assist uses AI to intelligently surface the best knowledge from every corner of your business to agents in real-time so they can answer tickets accurately and efficiently. 

How does Assist work?

Assist empowers your agents by bringing relevant knowledge articles, past cases, macros, and even personal notes right to the agent's help desk to meet SLAs and delight your customers. Learn more about how Assist helps customers stay efficient and organized.

What is Forethought Assist, and how does its Response Generation Feature work?

Forethought Assist is a Google Chrome extension that allows users to access all the features of Assist without making any changes to their help desk. It serves as a central knowledge hub where support agents can find the materials they need to resolve customer issues.

One of the most powerful features of Forethought Assist is its response generation tool, which helps agents handle tickets more efficiently. When an agent selects a ticket and activates the response generation feature through the Forethought Assist widget, the system automatically analyzes the ticket, historical tickets, and knowledge base articles to create a contextually relevant and customizable response that appears beneath the ticket summary. Agents can modify the response according to their preferences, such as asking it to "make it shorter," "more formal," or "more friendly," ensuring the reply is appropriately tailored to the customer's inquiry.

Will my agents be able to write their own documents in Assist?

Yes! Notes allow agents to supplement your organization's knowledge base with their own material. Additionally, Smart Notes (available only on the Assist Chrome extension) allows the creation of templates, the use of placeholder variables, and the sharing of notes and shortcuts.

Some example use cases include password reset, shipment status, product defect, or any response where agents respond in a common way to any customer request.

Teams can create collections of shared note templates, saving time by enabling them to pick from a library of pre-built notes that solve common issues or processes. Finally, agents can assign shortcuts to notes that instantly add them to ticket reply without having to search for the right note.

Which languages are supported by Assist?

The initial AI response will be drafted in the language used in the ticket. For example, if the ticket is in Spanish, the generated reply will also be in Spanish. Agents can regenerate any response to a desired language by typing "change to [language]" in the prompt feature. Assist supports the following languages: 

• Arabic
• Catalan
• Chinese (Simplified)
• Chinese (Traditional)
• Danish
• Dutch
• English
• English (Canada)
• French
• French (Canada)
• German
• Greek
• Hebrew
• Hindi
• Hungarian
• Icelandic
• Indonesian
• Italian
• Japanese
• Korean
• Malay
• Norwegian
• Polish
• Portuguese
• Portuguese (Brazil)
• Russian
• Spanish
• Spanish (Mexico)
• Swedish
• Tagalog (Filipino)
• Thai
• Turkish

Which ticket management platforms does Assist support?

Assist extension is compatible with the following ticket management platforms:

• Zendesk
• Zendesk Messaging
• Salesforce
• Freshdesk
• Kustomer
• ServiceNow
• Jira Service Manager
• Intercom

Can Assist retrieve content from other platforms?

Yes. Assist can retrieve content from the following platforms:

• Zendesk
• Salesforce
• Freshdesk
• Kustomer
• ServiceNow
• JIRA Service Manager
• Intercom
• Airtable
• Confluence
• Contentful
• Egain
• Elev.io
• Guru
• HelpJuice
• Jira (Cloud or On-Prem)
• Mindtouch/Nice CXOne
• Linear
• Odo
• Readme.io
• Snowflake
• Upland
• VanillaForums
• Wordpress

What is Discover?

Discover acts as your customers’ AI advisor, generating proactive insights, recommendations, and content. This includes automated knowledge base management, workflow optimization, and comprehensive support analytics.

Discover automatically extracts insights from your customer interactions, automatically identifies customer trends, recommends automation actions, and keeps your knowledge base up to date.

These insights can help you understand your customer pains, streamline your support operations, and cut down significantly on your support costs, all while improving customer happiness.

Why is it important?

Understanding customer interactions through customer queries that are unstructured and unpredictable is valuable yet could be time consuming. With Discover, we leverage NLU (Natural Language Understanding) to automatically and dynamically categorize tickets with performance metrics that are updated daily. This unlocks the use of customer interaction data to further bolster data-driven decision-making processes across your organization.

Key Benefits

• Optimize cost savings –Instantly surface recommended workflows, knowledge articles to build, and a case tagging taxonomy to help support teams save time, reduce costs and improve customer happiness. 
  

• Predict and prevent escalations –Leverage customer interaction data to identify new pains and get ahead of potential issues before they become critical.
  
• Collaborate on AI-driven insights –Visualize and share all of your data across departments to help teams proactively plan operations and identify improvement opportunities to streamline the support experience.

How can you leverage Discover?

• Maximize Deflection and CSAT with Optimized Workflows

  Identify bottlenecks in existing workflows and get AI-powered recommendations to maximize self-serve coverage.

• Automate Manual Processes with Knowledge Base Management

  Keep knowledge base up to date with proactive gap detection, and effortlessly create new articles using generative AI.

• Unlock Game-Changing Insights with Comprehensive Analytics

  Extract insights automatically, identify new support trends and topics, and automate actions with generative AI. Share customer support insights across departments to help teams proactively plan operations and identify improvement opportunities

• Optimize cost savings

  Instantly surface recommended workflows, knowledge articles to build, and a case tagging taxonomy to help support teams save time, reduce costs and improve customer happiness.

• Predict and prevent escalations

  Leverage customer interaction data to identify new pains and get ahead of potential issues before they become critical.

• Recommendations for improving self-service support
  Surface a series of topics to automate based on ticket volume and how fast it is to resolve. Discover will also include what the improved ROI is if automated.
• Content gaps and recommendations
  Identify and recommend relevant macros support agents can use in Assist to answer questions faster and provide customers with a more consistent experience
• Customer sentiment analysis
  Proactively identify customer sentiment and pains to get ahead of potential issues and improve CSAT
• Improved ticket routing
  Generate a case tagging taxonomy and update routing rules to ensure agents are working on the correct cases, whether it’s skill or product-based
• Discover emerging trends
  Understand and identify trending issues CX leaders might not be aware of so that they can take action before potential escalation or churn.
• Granular filtered insights
  Filter the automatically clustered tickets with associated ticket and agent data to get specific and granular insights.

What type of data can you classify?

Any type of incoming customer support ticket query in multiple languages can be classified.

What volume of tickets do I need?

At least 100,000 tickets historically to enable proper classification.

What customer support performance metrics are supported?

Performance metrics include:

• Volume
• First contact resolution rate
• Full resolution time
• Reply time
• First resolution time
• Number of customer support replies
• Customer sentiment during a ticket interaction

What is the difference between structured and unstructured data?

Structured data includes data that can be organized into a spreadsheet, like phone numbers, addresses, product names, and currency. This kind of data is easily analyzed and understood, but because it doesn't provide many details, it's quite limited in terms of how helpful and insightful it can be for teams. 

Unstructured data, on the other hand, makes up over 80% of support data. This includes emails, audio and video files, phone calls, and long-form articles. This type of data offers valuable insights and can provide customers with a gold mine of feedback for their teams. 

Which help desk is supported?

• Salesforce
• Zendesk
• Intercom
• ServiceNow
• Kustomer
• Freshdesk

For other help desks, contact your Customer Success Manager.

What languages are supported in Discover?

Discover supports 36 languages currently. Here is the list - arabic, bulgarian, bengali, catalan, central kurdish, czech, danish, german, greek, english, spanish, estonian, basque, persian, finnish, french, irish, galician, hindi, hungarian, armenian, indonesian, italian, japanese, korean, lithuanian, latvian, dutch, norwegian, portuguese, romanian, russian, swedish, thai, turkish and chinese.

Is Triage right for your customer support team?

Our AI routes tickets to the right agent so your team can focus on delighting customers instead of tedious manual work.

How does Triage work?

Unlike most Customer Support AIs, we use Natural Language Understanding (NLU), an advanced AI solution, to route tickets. Our use of NLU means we can launch your smart ticket routing more quickly and accurately. Want to learn more? Read one of our case studies here.

What can you predict on?

Any type of frequent incoming customer support query. For retailers and travel partners, that may be refunds, order status checks, or subscription changes. For our technology partners, it may be around quicker escalation, sentiment, SPAM filtering, or routing based on knowledge of local legislation.

What sort of accuracy do you see?

With end-to-end case resolution of common - and repetitive - ticket routing, we see upwards of 95% accuracy. For SPAM detection, the numbers can go up to 99.9%!

How quickly can you launch?

The model training takes as little as 24 hours! The entire implementation may take a week or two.

What volume of tickets do I need?

At least 1000+ tickets per week are the right scale to get the most out of Triage.

What platforms do you support?

Salesforce, Zendesk, Freshdesk, ServiceNow, and Kustomer - no matter the platform, we’ve got you covered.

What languages does Triage support?

We support almost any language you need. With NLU, Triage trains on your data so it can learn your language. 

Here is Forethought's list of currently supported integrations, which includes the required information, integration type, and the types of data indexed by Forethought.

Forethought Voice makes customer support faster and easier—no long wait times or complicated IVR menus. With human-like interactions, it efficiently resolves both simple and complex issues in a single phone call.  Forethought Voice is available to all customers on the Professional and Enterprise tier. 

Key Benefits of Using Forethought Voice

• Fast Support. Solve customer inquiries in seconds with accurate, real-time responses—no wait times, just solutions.
• Perform Tasks. Handles common tasks like checking orders, managing subscriptions, and resetting passwords. With Autoflows and Action Builder, you can create custom actions that automate these processes—enhancing your AI agent’s capabilities for a smoother, more efficient customer experience. 
• Seamless Agent Handoff. When a call needs a human touch, Forethought Voice transfers key details—caller info, sentiment, and call summary—so agents can jump in with full context.
• Multi-Language Support. Speak your customers’ language. Assign unique phone numbers for different languages to provide localized, seamless support.

Use Case

Before setting up Forethought Voice, it's important to understand how it enhances customer support. Consider this scenario:

A customer just bought a new product online. Two days later, she wants to check her order status, so she picks up her phone and dials the store’s support number.

Instead of waiting on hold or navigating a maze of menu options, she’s instantly greeted by an AI voice agent:

📞 "Hello. This is [AI Voice Agent Name] from XYZ customer support. How can I help you today?"

She asks about her order status. The AI voice agent quickly verifies her order ID, retrieves the details, and responds:

📞 "Your product has already shipped and will arrive tomorrow!"

In under a minute, the customer gets the answer she needs—no long wait times, no frustration. She hangs up, relieved and impressed by the seamless experience.

With Forethought Voice, businesses can:

• Deliver instant, personalized customer support
• Reduce agent workload by handling routine inquiries
• Provide a seamless, stress-free phone support experience

Set Up

To start using Forethought Voice, you first need to integrate a phone number. For a detailed guide, see Forethought Voice Integration.

Set up Phone Number

Set up a phone number to integrate with your help desk or phone service. You can customize each number with different voice settings and languages. Follow these steps to set up your phone number:

1. Go to Solve > Configuration > Voice tab > Phone.
   
2. Click + Phone number.
   
3. Enter a 3-digit US or Canadian area code to search for available numbers.
4. Select the phone number(s) you want to add.
   Note: You can add up to five phone numbers.
5. Click Add to complete the setup.

Configure Forethought Voice

Customize your AI voice agent to match your brand and business needs by following these steps:

1. In the Voice configuration page, click Voice.
   
2. On the right side of your screen, click Voice.
3. Select the phone number you want to configure with your call center.
   
4. Configure these settings to personalize the AI voice agent: 
   • Language: Select the language for your AI voice agent. This language will be used for both greeting and the entire conversation. Each phone number can have only one assigned language.
   • Company name: Enter your company’s name.
   • AI agent name: Name your AI agent.
   • Greeting: Customize the initial message that callers will hear.
   • Default handoff number: Enter a phone number. This phone number will be used in cases of unexpected errors or interruptions. 
   • AI voice speed: Adjust how fast or slow the AI speaks to suit your audience.
   • AI voice: Choose from a diverse range of AI voice personalities, including male and female voices with unique characters and accents. Whether you need an American man, a British woman, a helpful French lady, or many more, there's a voice to match your needs.

Enable Call Recording and Disclaimer

On the Voice Configuration page, click Configuration. From here, you can choose to automatically record all incoming calls by enabling the Call Recording toggle.

• When Call Recording is enabled, a disclaimer message is required. You can edit the disclaimer statement to suit your needs.
  
• If Call Recording is disabled, you can still choose whether to play the disclaimer message before each call by checking or unchecking the option provided.

Connect your Knowledge Base

By integrating your knowledge base, you can improve the accuracy and relevance of responses provided by your AI voice agent. To connect your knowledge base, follow these steps:

1. In the Voice configuration page, click Knowledge.
   
2. Click + Connect new integration, then follow the instructions on the Integrations page.
3. Return to the Voice configuration page and click Build Knowledge Retrieval in workflow. 
   • The Knowledge Retrieval workflow allows your AI voice agent to search your connected knowledge base for relevant information to answer customer inquiries and provide solutions.

Set up Fallback

If the AI voice agent cannot answer a question after searching the knowledge base, the Fallback workflow is triggered. This ensures the caller receives a predefined response before being transferred to a human agent.

To set up Fallback: 

1. Go to the Voice configuration page and click Fallback.
   
2. Click Build Fallback in workflow. 
3. Customize the Fallback message to match your brand’s tone.
4. Click Publish to save and activate the fallback workflow.

Create a Workflow

After integrating your help desk and configuring your AI voice agent, you can create a workflow. We only support creating workflows with Autoflow for Forethought Voice, as it provides the most natural, human-like conversations. 

To create a workflow, follow these steps:

1. Navigate to Solve > Workflow Builder > Voice.
   
2. Click + Create New… > Intent.
   

3. Create an Autoflow policy to give instructions to your AI agent.

   💡 Use the available actions at the right side of your screen to allow Autoflows to do more complex tasks, such as forwarding phone calls, searching for articles in your help center, storing and retrieving context variables, etc.

Preview your Workflow

Before going live, test your workflow  to ensure it works as expected:

1. Click Preview.
   
2. In the top left corner, allow microphone access to interact with your AI voice agent.
3. You can speak directly from your desktop without dialing the actual number. Simply click Start and begin asking questions based on your configured workflow earlier.
   

   

4. View the transcript of your conversation on the right side of the screen.
5. If you want to end the conversation manually, simply click End. Alternatively, the AI voice agent can end the call automatically when it detects that your issue has been resolved—for example, if you say, "Thank you and goodbye."

Publish Workflow

• Once everything is set up and tested, click Publish to activate your workflow. Your AI voice agent will then be able to handle phone calls, interact naturally with customers, and effectively address their inquiries.

Frequently Asked Questions (FAQs)