From 10 Tools to One Engine That Drives Decisions
Multi-Department Professional Services Firm
This scenario illustrates a common business pattern we design for. Details represent typical outcomes for this type of engagement.
Data lived in Salesforce, HubSpot, QuickBooks, Asana, Google Sheets, and Slack. Leadership spent Monday mornings piecing together what happened last week from six different dashboards. Marketing couldn’t prove ROI on campaigns because attribution data was scattered. Sales and operations blamed each other for dropped handoffs because nobody had a single view of the client journey. Strategic decisions took 5-7 days because the data needed to inform them didn’t exist in one place.
We deployed an 8-agent system that connects every tool into a unified intelligence layer. The Revenue Agent synthesizes pipeline, billing, and forecasting data. The Handoff Agent ensures nothing drops between sales, delivery, and finance. The Campaign Agent monitors marketing performance and recommends budget reallocation. The Research Agent provides competitive intelligence on demand. The Board Report Agent generates leadership-ready summaries. The Capacity Agent forecasts resource needs. The Health Score Agent flags at-risk client relationships. The Escalation Agent routes urgent issues to the right person.
8 specialized agents
Revenue Agent
Synthesizes pipeline data from Salesforce, billing from QuickBooks, and forecasting models into a single revenue view updated daily.
Handoff Agent
Monitors client lifecycle transitions — sales to delivery, delivery to account management, account management to renewal. Ensures zero-gap handoffs.
Campaign Agent
Tracks marketing spend, conversion rates, and cost-per-acquisition across all channels. Recommends budget reallocation based on performance data.
Research Agent
Compiles competitive intelligence, market trends, and industry benchmarks on demand. Powers strategic planning with current data instead of quarterly reports.
Board Report Agent
Generates weekly leadership summaries — revenue, pipeline, utilization, client health, and key risks. No more Monday morning data wrangling.
Capacity Agent
Forecasts resource needs based on pipeline probability and current utilization. Flags hiring triggers before they become emergencies.
Health Score Agent
Monitors client engagement signals — response times, meeting frequency, NPS trends, scope changes — and flags at-risk relationships before they churn.
Escalation Agent
Routes urgent issues to the right decision-maker based on severity, client value, and availability. No more Slack threads that nobody sees.
Before and after
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