Highly experienced in implementing and coaching you to accelerate workflows within each session.
Case study · Project management, construction
Bids, scopes, client messages and expenses were handled largely by hand, on top of managing projects.
| Task | Before | After |
|---|---|---|
| Document generation and review | About a week | A day or two |
| Data search | 30-40 minutes | Under 5 minutes |
| Receipt reconciliation | At least 45 minutes | Under 10 minutes |
| Daily brief | Meetings and priorities scattered | One morning summary, nothing missed |
Case study · Nonprofit operations, community organization
An executive administrator and a maintenance team buried in manual work across a multi-campus organization.
| Task | Before | After |
|---|---|---|
| Research support | Manual copy-pasting and general AI answers, sources unchecked | Answers grounded in verified primary sources, with citations |
| Receipt reconciliation | About 45 minutes per statement, 5-6 months behind | Under 10 minutes |
| Document generation and review | Generic output and a lot of rework | Highly customized, on-target results |
| Decision support | Manual data analysis | Automatic sorting and pattern recognition for faster decisions |
Case study · Owner-operator, retail
An owner running staff, inventory, accounting and maintenance alone, across multiple locations.
| Task | Before | After |
|---|---|---|
| Document generation | No easy profit and loss view; calculated and tracked by hand | Profit and loss tracker set up |
| Research support | No clarity on roles, responsibilities or market compensation | Prioritized roles and hiring strategy |
| Commitments | Tasks not tracked | Easy task creation and tracking from mobile |
| Written procedures | Outdated procedures | Rapid procedure drafting for critical roles |
Case study · Engineering operations, enterprise technology
Troubleshooting product issues was slow, manual work spread across a 1,000+ engineer organization.
| Area | Result |
|---|---|
| Automated issue diagnosis | 45,000+ engineering hours saved a year (~$3M) |
| Engineering standards and reviews | ~700 engineer hours saved a month |
| Software delivery for 500+ engineers | 80% faster, with deployments twice as frequent |
| Automation found in existing data | 5,000+ engineer hours saved |
We'll tell you on the call if it's not a fit.