Support output / hour
+15%
Average increase in issues resolved per hour in a study of 5,172 support agents using an AI assistant. Gains varied by experience.
Brynjolfsson, Li & Raymond · 2024 revision ↗MCP Integration
$2,500
Connect your AI workflows to the tools and context your business uses.
Scope and billing terms confirmed before engagement.
External research · checked September 8, 2026
Benchmarks, with context.
Not AIS client results, forecasts or guarantees. Results vary by business, audience and implementation.
Related AI-assistance research, not benchmarks for MCP itself or whole-business savings. MCP connects tools and context; these studies did not test an AIS integration. Benefits depend on task suitability and human review.
Tasks completed
+12.2%
Average increase on tasks within AI capabilities in an experiment with 758 BCG consultants.
Dell’Acqua et al. · Organization Science, 2026 ↗Faster task completion
25.1%
The same experiment found tasks completed 25.1% more quickly within AI capabilities. On a task outside those capabilities, AI users were less likely to be correct.
Dell’Acqua et al. · Organization Science, 2026 ↗The system
Built around the outcome—not a list of tasks.
Plan MCP integrations around the tools, context and workflows your business needs. Define access, human oversight, testing and operational handoff as part of the scope.
What we build
Deliverables
- MCP integration planning
- Tool and context connections
- Access and oversight rules
- Testing and handoff
What changes
Outcomes
- Less manual re-entry
- More reliable handoffs
- A connected operating layer
Execution
From problem to operating system.
Diagnose
Map the customer journey, systems, data and point where momentum breaks.
Build
Install the strategy, assets, automation and measurement layer as one connected path.
Improve
Review real behavior, fix the leak and compound what produces qualified demand.