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The integration playbook
Every completed integration tightens the estimate for the next one.
Stack discovery cycle time
21 → 6 days−71%
faster across the last five integrations
Evidence, not optimism. Forecasts update from completed deal actuals.
Active forecast recommendation
Cedar & Main Financial
Five completed integrations now support a tighter stack-discovery estimate.
Underwritten estimate21 days
Playbook estimate8 days
13 days unlockedWhy it changedComparable two-advisor firms completed discovery in 6–9 days after the latest questionnaire and invoice playbook.
Cycle-time compression
Actual days by completed deal. Dashed target is today’s planned duration.
Actual days Current target
Stack discovery6d
71%Target 10 days
Rationalization8d
50%Target 10 days
Migration42d
28%Target 45 days
Standardization25d
34%Target 30 days
Data integration41d
32%Target 45 days
Source data
Completed integration actuals
The record that makes the next underwriting estimate more credible.
| Deal | Stage | Planned | Actual | Variance | Completed |
|---|---|---|---|---|---|
| 2025-D14 | Acquired | 7 days | 8 days | +1d | Mar 14, 2025 |
| 2025-D14 | Stack discovery | 10 days | 21 days | +11d | Mar 14, 2025 |
| 2025-D14 | Rationalization | 10 days | 16 days | +6d | Mar 14, 2025 |
| 2025-D14 | Migration | 45 days | 58 days | +13d | Mar 14, 2025 |
| 2025-D14 | Standardization | 30 days | 38 days | +8d | Mar 14, 2025 |
| 2025-D14 | Data integration | 45 days | 60 days | +15d | Mar 14, 2025 |
| 2025-D18 | Acquired | 7 days | 7 days | 0d | May 22, 2025 |
| 2025-D18 | Stack discovery | 10 days | 14 days | +4d | May 22, 2025 |
| 2025-D18 | Rationalization | 10 days | 13 days | +3d | May 22, 2025 |
| 2025-D18 | Migration | 45 days | 53 days | +8d | May 22, 2025 |
| 2025-D18 | Standardization | 30 days | 35 days | +5d | May 22, 2025 |
| 2025-D18 | Data integration | 45 days | 55 days | +10d | May 22, 2025 |
| 2025-D23 | Acquired | 7 days | 6 days | -1d | Aug 8, 2025 |
| 2025-D23 | Stack discovery | 10 days | 12 days | +2d | Aug 8, 2025 |
| 2025-D23 | Rationalization | 10 days | 11 days | +1d | Aug 8, 2025 |
| 2025-D23 | Migration | 45 days | 49 days | +4d | Aug 8, 2025 |
| 2025-D23 | Standardization | 30 days | 31 days | +1d | Aug 8, 2025 |
| 2025-D23 | Data integration | 45 days | 48 days | +3d | Aug 8, 2025 |
| 2025-D27 | Acquired | 7 days | 6 days | -1d | Oct 17, 2025 |
| 2025-D27 | Stack discovery | 10 days | 9 days | -1d | Oct 17, 2025 |
| 2025-D27 | Rationalization | 10 days | 9 days | -1d | Oct 17, 2025 |
| 2025-D27 | Migration | 45 days | 45 days | 0d | Oct 17, 2025 |
| 2025-D27 | Standardization | 30 days | 29 days | -1d | Oct 17, 2025 |
| 2025-D27 | Data integration | 45 days | 44 days | -1d | Oct 17, 2025 |
| 2025-D31 | Acquired | 7 days | 5 days | -2d | Dec 19, 2025 |
| 2025-D31 | Stack discovery | 10 days | 6 days | -4d | Dec 19, 2025 |
| 2025-D31 | Rationalization | 10 days | 8 days | -2d | Dec 19, 2025 |
| 2025-D31 | Migration | 45 days | 42 days | -3d | Dec 19, 2025 |
| 2025-D31 | Standardization | 30 days | 25 days | -5d | Dec 19, 2025 |
| 2025-D31 | Data integration | 45 days | 41 days | -4d | Dec 19, 2025 |