DFX Intelligence
ADV anomalies
What stands out against comparable advisersHow anomalies are flaggedEach row is a reported value or a change between two filings that a person should look at, with the peer group it was compared against (segment by RAUM band, at least thirty advisers), the peer median, the percentile, and the filing it was read from.Static outliers sit at or beyond the 2nd or 98th percentile and three robust deviations from the peer median; changes clear a base-size threshold and sit in the top or bottom decile of changes among peers, so a market year does not flag every adviser.None of this is a conclusion about a firm; it is where to look.
Data quality rows (values that are likely filing errors) are kept apart and hidden unless asked for.
8,320 anomalies
- discretionary share of RAUM moved from 90.0% to 71.0% between the annual amendments of 2025-03-24 and 2026-03-31filing Mar 31, 2026peers: affiliated wealth managers, $5B to $20B (53)confidence 0.85
- VANTAGE INFRASTRUCTURE (USA) INC.asset managerRAUM $1.5Bdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 28.0% to 7.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- discretionary share of RAUM moved from 17.0% to 0.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- M••••••• F•••••••• R••• M••••••••• L••asset managerRAUM $40Bdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 80.0% to 100.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $20B and over (512)confidence 0.85
- discretionary share of RAUM moved from 6.0% to 28.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- discretionary share of RAUM moved from 75.0% to 100.0% between the annual amendments of 2025-03-26 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM moved from 58.0% to 79.0% between the annual amendments of 2025-04-15 and 2026-03-31filing Mar 31, 2026peers: affiliated wealth managers, $1B to $5B (56)confidence 0.85
- discretionary share of RAUM moved from 44.0% to 63.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM moved from 100.0% to 78.0% between the annual amendments of 2025-04-23 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- M••••• F•••••••• S••••••• C•••••• M••••••••• L••asset managerRAUM $7.3Bdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 87.0% to 66.0% between the annual amendments of 2025-04-29 and 2026-03-31filing Mar 31, 2026peers: asset managers, $5B to $20B (685)confidence 0.85
- discretionary share of RAUM moved from 85.0% to 100.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM moved from 79.0% to 100.0% between the annual amendments of 2025-04-01 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM moved from 0.0% to 17.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: other advisers, $1B to $5B (248)confidence 0.85
- discretionary share of RAUM moved from 65.0% to 81.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- discretionary share of RAUM moved from 68.0% to 84.0% between the annual amendments of 2025-03-26 and 2026-03-31filing Mar 31, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- discretionary share of RAUM moved from 49.0% to 71.0% between the annual amendments of 2025-03-20 and 2026-03-31filing Mar 31, 2026peers: other advisers, $100M to $500M (212)confidence 0.85
- discretionary share of RAUM moved from 22.0% to 47.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: other advisers, $100M to $500M (212)confidence 0.85
- discretionary share of RAUM moved from 29.0% to 46.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: other advisers, $1B to $5B (248)confidence 0.85
- discretionary share of RAUM moved from 100.0% to 77.0% between the annual amendments of 2025-02-24 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.85
- D•• R••• E••••• C•••••• P•••••••• L••asset managerRAUM $673Memployee count dropChange between filingsemployees (Item 5.A) moved from 15.0 to 8.0 (-47.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was 0.0% (393 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (393)1.5% percentile3.8 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 28.0 to 19.0 (-32.0%) between the annual amendments of 2025-03-24 and 2026-03-31; the peer median change was +4.0% (1050 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,050)1.2% percentile3.6 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 14.0 to 8.0 (-43.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)1.3% percentile3.8 robust deviationsconfidence 0.85
- F•••••••• M••••••••• S••••••••• I•••independent RIARAUM $714Memployee count dropChange between filingsemployees (Item 5.A) moved from 34.0 to 23.0 (-32.0%) between the annual amendments of 2025-03-26 and 2026-03-31; the peer median change was 0.0% (593 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (593)1.2% percentile2.8 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 93.0 to 47.0 (-49.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)0.9% percentile4.3 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 38.0 to 21.0 (-45.0%) between the annual amendments of 2025-04-25 and 2026-03-31; the peer median change was 0.0% (152 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $1B to $5B (152)2.6% percentile3.8 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 14.0 to 8.0 (-43.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)1.3% percentile3.8 robust deviationsconfidence 0.85
- B••••••••• R•••••• S••••••• • C••• M••••••••• L•••asset managerRAUM $119Memployee count dropChange between filingsemployees (Item 5.A) moved from 11.0 to 7.0 (-36.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 6.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)5.6% percentile2.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 90.0 to 49.0 (-46.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)1.0% percentile4.0 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 16.0 to 9.0 (-44.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was -4.0% (51 comparable advisers, 6.0th percentile of changes)filing Mar 31, 2026peers: asset managers, under $100M (51)6.0% percentile2.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 94.0 to 60.0 (-36.0%) between the annual amendments of 2025-03-26 and 2026-03-31; the peer median change was 0.0% (103 comparable advisers, 8.0th percentile of changes)filing Mar 31, 2026peers: other advisers, under $100M (103)7.8% percentile2.7 robust deviationsconfidence 0.85
- N••••••••• C•••••• M••••••••• U•• L••asset managerRAUM $103Memployee count dropChange between filingsemployees (Item 5.A) moved from 13.0 to 9.0 (-31.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 7.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)6.7% percentile2.5 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 11.0 to 7.0 (-36.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (152 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $1B to $5B (152)3.3% percentile3.1 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 15.0 to 10.0 (-33.0%) between the annual amendments of 2025-04-09 and 2026-03-31; the peer median change was -6.0% (27 comparable advisers, 8.0th percentile of changes)filing Mar 31, 2026peers: other advisers, $500M to $1B (27)7.7% percentile1.5 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 19.0 to 10.0 (-47.0%) between the annual amendments of 2025-03-25 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)3.1% percentile3.8 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 15.0 to 9.0 (-40.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +3.0% (596 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $5B to $20B (596)0.2% percentile4.5 robust deviationsconfidence 0.85
- B••• C•••••• P••••••••• S••••••••• L•asset managerRAUM $1.7Bemployee count dropChange between filingsemployees (Item 5.A) moved from 31.0 to 17.0 (-45.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)1.1% percentile4.0 robust deviationsconfidence 0.85
- T•••• C•••••• B••• P•••••• W••••• A•••••••independent RIARAUM $4.2Bemployee count dropChange between filingsemployees (Item 5.A) moved from 101.0 to 64.0 (-37.0%) between the annual amendments of 2025-04-17 and 2026-03-31; the peer median change was +4.0% (1050 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,050)1.1% percentile4.1 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 34.0 to 21.0 (-38.0%) between the annual amendments of 2025-04-29 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 5.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)5.1% percentile3.1 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 82.0 to 57.0 (-30.0%) between the annual amendments of 2025-04-25 and 2026-03-31; the peer median change was 0.0% (1105 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $1B to $5B (1,105)2.4% percentile2.7 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 31.0 to 20.0 (-35.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (391 comparable advisers, 6.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (391)5.9% percentile2.9 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 3,704.0 to 2,268.0 (-39.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +1.0% (17 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: wirehouses and national broker-dealer RIAs (17)0.0% percentile6.6 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 62.0% to 81.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 63.0% to 82.0% between the annual amendments of 2025-03-24 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- HNW share of RAUM moved from 51.0% to 67.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- HNW share of RAUM moved from 47.0% to 64.0% between the annual amendments of 2025-03-19 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- HNW share of RAUM moved from 25.0% to 7.0% between the annual amendments of 2025-04-25 and 2026-03-31filing Mar 31, 2026peers: other advisers, $1B to $5B (248)confidence 0.85
- HNW share of RAUM moved from 66.0% to 84.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 19.0% to 42.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- HNW share of RAUM moved from 40.0% to 59.0% between the annual amendments of 2025-03-19 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 67.0% to 45.0% between the annual amendments of 2025-04-23 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- HNW share of RAUM moved from 71.0% to 89.0% between the annual amendments of 2025-04-01 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 46.0% to 64.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 16.0% to 32.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- HNW share of RAUM moved from 39.0% to 54.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: affiliated wealth managers, $1B to $5B (56)confidence 0.85
- HNW share of RAUM moved from 49.0% to 67.0% between the annual amendments of 2025-04-21 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $5B to $20B (289)confidence 0.85
- HNW share of RAUM moved from 33.0% to 14.0% between the annual amendments of 2025-03-30 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 80.0% to 59.0% between the annual amendments of 2025-04-10 and 2026-03-31filing Mar 31, 2026peers: affiliated wealth managers, $5B to $20B (53)confidence 0.85
- HNW share of RAUM moved from 12.0% to 27.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- HNW share of RAUM moved from 76.0% to 96.0% between the annual amendments of 2025-03-24 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- HNW share of RAUM moved from 33.0% to 48.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: affiliated wealth managers, $20B and over (50)confidence 0.85
The firm and advisor names past the first 3 rows are hidden. Open a row to reveal that record with a free account (5 a month), or get RIA and Wealth Intelligence at $249 a month for every name. Every figure, date and source is public either way.