Research Agent
Governed pre-call research, automated.
The Research Agent turns every booked call into a briefed one. It connects Calendly and your CRM, whether HubSpot, Salesforce, or Zoho CRM, so that the moment a prospect books, it researches their company, grades what it finds, and writes a structured brief onto the contact record, before anyone on your team has lifted a finger.
See the agent running. Build scope and pricing come from the assessment.
From booking to briefed
Every booked call becomes a briefed call, end to end, with nobody opening a browser tab.
- Triggers the moment a prospect books a call, so preparation starts with no one lifting a finger.
- Researches the prospect's company from your booking and CRM data, then enriches it from governed public sources.
- Produces a structured pre-call brief: company profile, likely pain points, tailored talking points, and a recommended first step.
- Writes the brief straight onto the contact record in your CRM, where your team already works.
- Notifies the rep, so they walk into the call already briefed.
- Raises an alert if research cannot be completed, so nothing ever fails silently.
The payoff
- Every conversation starts informed, with zero manual pre-call research.
- Faster, more relevant calls that speak to the prospect's actual business.
- Research captured in one place, not scattered across inboxes and browser tabs.
- An automation you can run safely at scale, because it is governed by design.
- A repeatable pattern, not a fragile one-off, ready to extend to other steps in your funnel.
What goes wrong when research runs ungoverned
An ungoverned research bot looks identical to a governed one in a demo. The difference shows up in production, in front of prospects and in the record it leaves behind, where a bad brief costs more than no brief at all.
Unvetted sources
Without a source whitelist, the agent pulls from scraped or grey-area pages, and personal data gathered outside UAE PDPL and GDPR rules lands in your CRM.
Guesses repeated as fact
Ungraded findings all look equally solid. A rep opens a call with an inferred or outdated claim, and credibility is gone in the first minute.
Silent failures
Research quietly fails on a hard-to-find company and no alert fires. The rep walks in assuming a brief exists, worse off than with no agent at all.
No record of what was gathered
Briefs scatter across inboxes with no log of what was collected, from where, or about whom. A data subject request or an audit has nothing to point to.
The part that matters
Anyone can bolt research onto a booking. The difference is how it is controlled.
- Scoped authority: it fires only on a qualified event, a booked call, and it can write briefs and raise alerts, nothing else.
- Approved sources only: research draws on a controlled source whitelist aligned with UAE PDPL and GDPR, with no grey-area scraping.
- Grades every claim by confidence (verified, reported, or inferred), so your team never repeats an unchecked fact on a call.
- Keeps a human in the loop: the brief informs the salesperson, the agent never contacts a prospect, and failed research escalates to a named owner on your team.
- Full audit trail: the CRM is the single source of truth, so every brief is logged, timestamped, and traceable to its sources.
Covers monitoring, escalation handling, the audit trail, and approved knowledge base maintenance. The build itself is scoped and quoted through the Agent Readiness Assessment.
This is an example of a Governed Agent Build, the same approach Centigen applies to agents across sales, marketing, and operations.
It was built with Centigen's own ADAPT method and runs inside Centigen's own sales process, so it is a governed agent we rely on, not just one we describe.
Frequently asked questions
It connects Calendly and your CRM, whether HubSpot, Salesforce, or Zoho CRM. Calendly is the booking trigger, and the finished brief is written onto the matching contact record in your CRM.
It draws only on a controlled source whitelist aligned with UAE PDPL and GDPR, with no grey-area scraping, and it keeps a human in the loop. The salesperson is informed by the brief, the agent does not act on its own.
Every claim is graded by confidence: verified, reported, or inferred. Your team can see what is solid and what is not, so no one repeats an unchecked fact in front of a prospect.
See a brief written before a call.
Book a demo and we will walk you through the agent researching a booked prospect, grading every claim by confidence, and writing the brief onto the contact record.
See the agent running. Build scope and pricing come from the assessment.