Add Parallel to your AI agent
Parallel offers a Task API for automated, structured web research, transforming natural language queries into precise, schema-compliant outputs.
- Things your agent can do in Parallel
- 32
Things your AI can do in Parallel
Your FormWise AI can handle any of these in Parallel — on its own, without you needing to click a button.
Add Runs to Task Group
PopularTool to initiate multiple task runs within a TaskGroup. Use when you need to execute multiple tasks in parallel within an existing task group.
Create Chat Completions
PopularTool to get realtime chat completions from Parallel AI. Use when you need conversational AI responses or structured outputs via chat interface. Can be combined with Task API processors for research-grade structured outputs with citations and reasoning.
Create Monitor
PopularTool to create a web monitor that periodically runs the specified query. The monitor runs once at creation and then continues according to the specified cadence (hourly, daily, weekly, or every two weeks). Use when you need to track changes or developments for a specific search query over time.
Create Task Group
PopularTool to create a new task group. Use when batching multiple tasks for parallel execution. Task Groups enable grouping and tracking of multiple task runs within a single manageable unit.
Create Task Run
PopularTool to create and initiate a task run. Returns immediately with a run object in status 'queued'. Use when you need to execute tasks asynchronously with Parallel AI processors.
Delete Monitor
PopularTool to delete a monitor, stopping all future executions. Use when you need to permanently remove a monitor. Deleted monitors can no longer be updated or retrieved.
Extract Content from URLs
PopularTool to extract relevant content from specific web URLs. Use when you need to fetch and extract content from known URLs with optional focusing on specific objectives or search queries.
Fetch Task Group Runs
PopularTool to retrieve task runs from a Task Group as a resumable stream. Use when you need to fetch all runs within a group, optionally including their inputs and outputs. The stream can be resumed using the event_id as a cursor.
Get FindAll Run Schema
PopularTool to retrieve the schema configuration of a FindAll run by findall_id. Use when you need to inspect the objective, entity type, match conditions, and other schema details for a previously created FindAll run.
Ingest FindAll Run
PopularTool to transform a natural language search objective into a structured FindAll specification. Use when you need to generate a FindAll run spec from a user's natural language description. The generated specification serves as a suggested starting point and can be further customized.
List Monitor Events
PopularTool to list events for a monitor from up to the last 300 event groups. Retrieves events including errors and material changes in reverse chronological order.
List Monitors
PopularTool to list active monitors for the user. Returns all monitors regardless of status with their configuration and current state. Supports cursor-based pagination using monitor_id and limit parameters.
Show 20 more things it can do
Retrieve Event Group
PopularTool to retrieve an event group for a monitor. Use when you have a valid monitor ID and event group ID and want to view the execution history.
Retrieve FindAll Run Status
PopularTool to retrieve status and metadata for a FindAll run by findall_id. Use when you need to poll or check the progress of a FindAll run that was previously created.
Retrieve Monitor
PopularTool to retrieve a specific monitor by ID. Returns the monitor configuration including status, cadence, query, and webhook settings.
Retrieve Task Group
PopularTool to retrieve details of a specific task group. Use when you have a valid task group ID and want to view its details.
Retrieve Task Group Run
PopularTool to retrieve run status by run_id for a task group. Use when you need to check the status of a specific task group run or poll for completion.
Retrieve Task Run
PopularTool to retrieve run status by run_id. Use when you need to check the status or details of a specific task run. The run result is available from the /result endpoint.
Retrieve Task Run Input
PopularTool to retrieve the input data of a specific task run by run_id. Use when you need to view the original input parameters that were provided to a task run.
Retrieve Task Run Result
PopularTool to retrieve the result of a task run by run_id, blocking until the run completes. Use when you need to wait for and fetch the final output of a previously initiated task run. The request will block until the run completes or the timeout is reached.
Parallel Search
PopularTool to perform parallel semantic search. Use when you need to retrieve top matching documents for multiple queries in a single call.
Stream FindAll Events
PopularTool to stream events from a FindAll run. Use when you need real-time updates on candidate discovery, matching progress, and run status.
Stream Task Group Events
PopularTool to stream events for a Task Group. Use when you want real-time updates of group status and run completions.
Stream Task Run Events
PopularTool to stream events for a Task Run. Returns progress updates and state changes for the task run. For runs without enable_events=true, event frequency is reduced.
Suggest Task
PopularTool to suggest tasks based on user intent. Use when you need task specifications generated from a natural language description of what you want to accomplish.
Update Monitor
PopularTool to update a monitor's configuration. Use when you need to modify an existing monitor's cadence, query, metadata, or webhook settings. At least one field must be non-null to apply an update.
Add Enrichment to FindAll Run
Tool to add an enrichment to a FindAll run. Use when you need to enrich existing FindAll run results with additional structured data fields. Enrichments define what information to extract from matched entities using a JSON schema.
Cancel FindAll Run
Tool to cancel an active FindAll run by findall_id. Use when you need to stop a running FindAll operation before it completes. Cannot cancel runs that have already terminated.
Extend FindAll Run
Tool to extend a FindAll run by adding additional matches to the current match limit. Use when you need to increase the number of matches for an existing FindAll run that is still active or has completed.
Start FindAll Run
Tool to start a FindAll run. Use when you need to discover and match entities based on natural-language objectives. Supports custom conditions, exclusion lists, and webhook callbacks.
Get FindAll Run Result
Tool to fetch the final (or latest available) FindAll candidates and result payload for a run. Use when you need to retrieve matched/unmatched candidates after a FindAll run has progressed or completed.
Simulate Event
Tool to simulate sending an event for a monitor. Use when testing monitor webhooks or validating monitor configurations. Simulates sending an event of the specified type (defaults to monitor.event.detected).
Built for the way you actually work
No code, no engineers
Connect in a few clicks and start using your AI right away. If you can use the apps you already love, you can do this.
Sounds like you, not like a bot
Train your AI on your offer, your voice, and the way you actually talk to clients — it picks up where you leave off.
Plugs into the stack you already use
No need to rip out your CRM, your scheduler, or your email tool. Your AI works inside the apps running your business today.
Your data stays yours
Client conversations, lists, and credentials are scoped to your workspace. Nothing gets shared, sold, or used to train anyone else’s AI.
What you can do once Parallel is connected
Onboard new clients without lifting a finger
When someone signs up, your AI greets them, sets up their next step in Parallel, and keeps the momentum going — even at 2am.
Reply to leads in seconds, not days
Your AI watches Parallel for new inquiries, answers questions in your voice, and books the call before they cool off.
Get your weekends back
Hand off the repetitive Parallel work — follow-ups, reminders, updates, simple admin — and stop being the bottleneck in your own business.
How to connect Parallel to your agent
- 1
Start using FormWise for free
Sign up in under a minute.
- 2
Find Parallel in your connected apps
Inside FormWise, go to Settings → Connected Services and look for Parallel.
- 3
Hit "Connect"
Click "Connect Parallel" and log in like you normally would. We only ask for the permissions your AI actually needs.
- 4
Tell your AI what to do in Parallel
Build a quick AI Agent (it's like writing instructions, not code), and pick the Parallel actions you want your AI to handle.
- 5
Watch it run
Send it a real-world task and watch your AI take care of Parallel for you. Tweak the wording until it feels just right.
Powered by the AI you already trust
Your Parallel workflow runs on the same world-class AI used by ChatGPT, Claude, and Gemini. We handle the technical part — you just tell your AI what to do, in plain English.
- OpenAI
- Anthropic Claude
- Google Gemini
Questions other Parallel users had before signing up
Do I need to know how to code?
Not even a little. If you can use Parallel today, you can set this up. You'll connect Parallel, tell your AI what it should help with, and you're live. The whole thing is built for coaches, course creators, agencies, and operators — not engineers.
Will my clients know they're talking to an AI?
Only if you want them to. Your FormWise AI is trained on your voice, your offer, and the way you actually communicate — so it sounds like a thoughtful team member, not a clunky chatbot. Most people can't tell.
Can I make it sound like me?
Yes. You can give your AI examples of how you write, the questions you usually ask new clients, the way you handle objections, and the language you use about your offer. The more you give it, the more it sounds like you wrote it.
What if I want to take over a conversation?
You're always in control. You can step in at any point, take over from your AI, or stop it from sending messages until you've reviewed them. Think of it as a teammate, not a replacement.
Is my client data safe?
Yes. Your Parallel login and client information stay scoped to your workspace. We don't sell it, we don't share it, and we don't use your data to train anyone else's AI. You can disconnect Parallel or delete everything any time.
What happens when Parallel updates their app?
We handle it. When Parallel adds new features or changes how something works, we update the integration in the background. You don't have to do anything — your AI just keeps working.
How fast can I actually get this running?
Most people are up and running the same day they sign up. Connecting Parallel takes a few minutes. Teaching your AI to handle the work the way you'd want it done is the part worth slowing down for.
What is FormWise?
FormWise is the AI agent builder for coaches, course creators, and agencies. You connect the apps you already use — like Parallel — train your AI on your offer and voice, and let it handle the work you've been doing manually: onboarding, follow-ups, support, admin. No code, no developers, no engineering team required.
Can I sell AI agents to my clients?
Yes. A lot of FormWise users build AI assistants and sell them as part of their offer — done-for-you AI setups, white-label assistants for client businesses, custom GPTs trained on a client's brand. You can charge a setup fee, a monthly retainer, or both.
Can I embed my AI on my website or in my course?
Yes. Every AI you build in FormWise can be embedded on your site, dropped into your course platform, or shared as a standalone link. Your clients and students just open it like any other web page — no app to download, no login hoops.
Do I need to know anything about AI to use this?
No. If you can describe what you want your AI to do in plain English — "greet new clients, ask these 3 questions, book them a call" — FormWise can build it. We handle the models, the prompts, the connections. You handle the part you already know: what your business actually needs.
About Parallel on FormWise
Parallel offers a Task API for automated, structured web research, transforming natural language queries into precise, schema-compliant outputs.
Connect Parallel once and your FormWise AI gets 32 things it can do inside it. That means your AI can handle the Parallel work in your business — the messages, the updates, the follow-ups, the admin — the way you would, just faster and around the clock.
You don't need to know how any of it works under the hood. We take care of keeping the connection alive, retrying if something fails, and making sure your data only ever moves where you tell it to.
New to Parallel? Take a look at parallel.ai.
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Stop doing the Parallel work yourself
Hand it off to an AI assistant that sounds like you, works around the clock, and never forgets a follow-up. Free to start.