QX Labs
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Parallel
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Research

Let agents run web research at scale with Parallel

QX fires off batched research tasks, semantic searches and structured queries through Parallel—so your team gets clean answers, not stacks of browser tabs.

@QX What do we know about the 50 accounts in our pipeline?
QX
I queued a research group on all 50 through Parallel—funding, headcount, recent product launches and hiring signals. Three look like clear upsell targets (Acme, Northwind, Globex). Want me to draft outreach?
Parallel
Parallel
Salesforce
Salesforce

Stop tab-hopping, copy-pasting from search results, and stitching answers together by hand. Hand it to an agent.

Enrichment

Structured answers, not link lists

Send a list of companies, people or topics and get back clean, schema-shaped facts—funding, headcount, tech stack, signals—ready to drop straight into your CRM or sheet.

Batched research

Hundreds of questions, one go

Instead of running queries one by one, the agent fans out a whole task group in parallel and streams results back as they complete—turning a week of desk research into minutes.

Semantic search

Find what matters, fast

Ask in plain English and the agent runs semantic searches across the web, ranks the best matches, and pulls only the passages that actually answer the question—no skimming required.

Parallel

Real workflows, built for your team

Build complex workflows in minutes that chain Parallel together with the rest of your stack. Trigger them on specific events, on schedule, or on demand.

Sales: Enrich every new lead before it lands

New lead created

New lead created

Triggered in Salesforce

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Define research questions

Agent step

Parallel

Run research task

in Parallel

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Score against your ICP

Agent step

Fit score ≥ 8
Write enriched fields to record

Write enriched fields to record

in Salesforce

Ping the account owner

Ping the account owner

Alert via Slack

QX agents can suggest research tasks, run them in parallel, stream results live—and a lot more

CREATECreate a task group
SEARCHRun a semantic web search
QUERYRetrieve a task group
QUERYStream task group events live
CREATESuggest a task from context

About Parallel

Parallel is a research API built for AI agents. It turns natural-language questions into structured, schema-compliant answers, and can fan a single brief out across many tasks running in parallel. That batched, streaming design makes it a strong backbone for enrichment, diligence and market-intelligence workflows.

About QX Labs

QX is an AI agent platform that helps you build, run and scale AI across your team in a few clicks. Create agents that connect to your data and 1,000+ apps, building institutional memory that gets sharper every run. Then delegate tasks to them from where you already work—Slack, Teams, WhatsApp or email.

See Parallel working inside your stack

Want an AI co-worker that runs your web research for you? Book a demo call to talk through your use cases, or get started for free.

Book a demo