FIELD NOTE 01 · AGENT CAPABILITIES
From a prompt to a sales workflow.
Verified source context. HubSpot documents prospecting plays with audience, context, outreach and controls [A04]. Microsoft describes a lead-qualification agent in Dynamics 365 Sales [A12]. These are examples of software agents working within defined product environments.
Our interpretation. Describe a workflow by its trigger, allowed information, intended output and next owner. That gives a pilot a clearer test than a broad request to “automate sales”.
Practical output. Use Workflow Studio to assemble a task brief, then evaluate a provider against that brief.
Build an agent workflow →Provider documentation describes capabilities, not guaranteed results. HubSpot source updated 14 October 2026; Microsoft source updated 30 April 2026.
FIELD NOTE 02 · CONNECTED CONTEXT
An agent needs the right context.
Verified source context. Outreach’s June 2026 announcement describes MCP connections for revenue-agent workflows [A03]. Gong’s September 2026 announcement connects contextual revenue information with agent actions [A07]. HubSpot’s Fall 2026 announcement also emphasises business and customer context [A05].
Our interpretation. Record which inputs support each output. Product material, account records and meeting notes should have a defined purpose and a clear route for corrections.
Practical output. A task-specific data map and an agreed action boundary. This site does not connect to these providers or to a CRM.
Explore official provider resources →
FIELD NOTE 03 · WORKFLOW ECONOMICS
Measure the whole workflow.
Original planning analysis. Count human work remaining after automation: exception handling, output review and ongoing operations. Include both usage-based and fixed software costs.
Method. Our planner starts from task volume and manual time, then subtracts estimated residual work. The capacity value is an arithmetic scenario based on a user-entered hourly value. It is not cash savings, a staff-reduction recommendation or a vendor benchmark.
Practical output. A downloadable set of assumptions to compare with measured pilot results.
Open the AI-agent planner →
FIELD NOTE 04 · CURRENT DIRECTION
Separate product announcements from results.
Verified source context. Gong announced Agent Builder and Gong Activate in September 2026 [A07]. Salesloft published a vision connecting prediction with coordinated AI-agent action that month [A11].
Our interpretation. Use announcements to understand direction, then confirm which capabilities are available for the particular account, region and deployment. An announced roadmap does not establish a measured outcome.
No market-size forecasts, productivity percentages or customer outcome statistics are adopted as claims by World Sales Agents.