Use Case

Agents on HubSpot and Salesforce

Adaptive brokers CRM API access for agents calling HubSpot, Salesforce, and similar platforms — data use controls, blocked unauthorized exports, and end-to-end session capture. You write the prompts and workflows; Adaptive handles the harness, tools, MCP registry, networking, and guardrails.

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Adaptive

Sales▾DashboardProductivity ▾Content ▾Contacts ▾Reports ▾

Deals

TablePipeline

Search deals

Actions ▾

Create a deal

Appointment Set32

$100 Biglytics - New Deal

Close date: 10/25/26

$200 Hub.IO - New Deal

Close date: 10/31/26

$100 Change.ly - New Deal

Close date: 10/24/26

Total: $400

Appointment Completed21

$150 HubSpot - New Deal

Close date: 10/20/26

$250 BigDataX - New Deal

Close date: 10/31/26

$100 Mauiventures - New Deal

Close date: 10/31/26

Total: $800

Buyer Journey Confirmed19

$100 Kasco - New Deal

Close date: 10/30/26

$100 Portnet - New Deal

Close date: 10/31/26

Total: $1,230

pii: scoped

object-level: on

audit: on

The problem

CRM agents need access to customer data in HubSpot, Salesforce, and similar platforms to automate outreach, update records, and generate reports. But CRM platforms contain some of the most sensitive customer data in the organization — contact details, deal values, communication history — and AI agents with broad CRM access can exfiltrate or misuse this data at scale.

89%

of CRM platforms grant API access with permissions far broader than what automation agents actually need

2.3M

customer records exposed on average when CRM automation credentials are compromised

61%

of organizations cannot track which AI agents accessed which CRM records or when

CRM platforms are designed for human users with implicit trust boundaries. AI agents operating through CRM APIs bypass these boundaries, accessing and modifying records at a speed and scale that makes manual oversight impossible.

The solution

Data use controls and session capture for CRM agents

Adaptive gives CRM API agents a harness wired with the tools, MCP registry, networking, and guardrails they need — data use controls, blocked unauthorized exports, record access scoped by team or territory, and end-to-end session capture. You provide the prompts and workflows; the agent calls HubSpot or Salesforce inside the policy envelope, never outside it.

Benefits

How Adaptive helps

Data Use Controls

Define what agents can do with CRM data — read, update, export. Block unauthorized bulk exports and data transfers outside approved workflows.

Write the prompts and workflows that drive the agent. Exo enforces per-agent data use policies on the API surface — sales agents can read contacts but not export deal pipelines, no matter what the workflow tries.

Territory Scoping

Scope agent access to specific territories, teams, or account segments. Agents cannot access records outside their assigned scope.

Map agent access boundaries to your existing CRM territory and team structures. Access is automatically scoped without CRM-side configuration changes.

Export Controls

Block bulk data exports and flag unusual access patterns. Agents can query and update individual records but cannot extract datasets.

Set record access rate limits and export thresholds per agent. Automated alerts trigger when agents approach unusual access volumes.

End-to-End Session Capture

Every CRM agent session is captured with full context — records accessed, fields modified, queries executed, and data returned.

Stream session logs to your compliance platform for regulatory audit trails and internal review processes.