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
- 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
- HNW share of RAUM moved from 61.0% to 81.0% 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
- RAUM (Item 5.F) moved from $206,679,179 to $104,737,431 (-49.0%) between the annual amendments of 2025-02-14 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)0.6% percentile6.3 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 36.0% to 57.0% between the annual amendments of 2025-03-14 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 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
- advisory representatives (Item 5.B.3) moved from 14.0 to 8.0 (-43.0%) between the annual amendments of 2025-04-25 and 2026-03-31; the peer median change was 0.0% (44 comparable advisers, 7.0th percentile of changes); IAPD lists 6 advisers registered here todayfiling Mar 31, 2026peers: other advisers, $1B to $5B (44)7.0% percentile2.0 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 100.0% to 77.0% 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
- institutional share of RAUM moved from 65.0% to 87.0% between the annual amendments of 2025-01-16 and 2026-03-31filing Mar 31, 2026peers: other advisers, under $100M (660)confidence 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 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
- advisory representatives (Item 5.B.3) moved from 7.0 to 4.0 (-43.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was 0.0% (56 comparable advisers, 9.0th percentile of changes); IAPD lists 5 advisers registered here todayfiling Mar 31, 2026peers: independent wealth managers, under $100M (56)9.1% percentile2.1 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 1,952.0 to 1,264.0 (-35.0%) between the annual amendments of 2025-03-26 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 5.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)4.6% percentile4.5 robust deviationsconfidence 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
- RAUM (Item 5.F) moved from $2,741,700,000 to $3,938,000,000 (+44.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +17.0% (1298 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,298)91% percentile2.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $4,983,411,995 to $3,095,230,922 (-38.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +17.0% (1298 comparable advisers, 0.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,298)0.2% percentile5.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $421,386,448 to $242,839,591 (-42.0%) between the annual amendments of 2025-04-09 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 1.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)0.8% percentile5.6 robust deviationsconfidence 0.85
- institutional share of RAUM moved from 71.0% to 54.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- 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
- 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
- HNW share of RAUM moved from 65.0% to 44.0% between the annual amendments of 2025-03-29 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)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 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
- individual and HNW clients (Item 5.D) moved from 628.0 to 350.0 (-44.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)2.1% percentile5.6 robust deviationsconfidence 0.85
- institutional share of RAUM moved from 68.0% to 47.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- employees (Item 5.A) moved from 111.0 to 62.0 (-44.0%) between the annual amendments of 2025-03-27 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)1.2% percentile3.9 robust deviationsconfidence 0.85
- H•••••• F•••••••• A•••••••• L••independent RIARAUM $671Mdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 96.0% to 72.0% between the annual amendments of 2025-04-01 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $295,193,450 to $402,246,518 (+36.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 91.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)91% percentile2.1 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 37.0% to 55.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (5,683)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
- advisory representatives (Item 5.B.3) moved from 274.0 to 172.0 (-37.0%) between the annual amendments of 2025-04-30 and 2026-03-31; the peer median change was 0.0% (49 comparable advisers, 4.0th percentile of changes); IAPD lists 167 advisers registered here todayfiling Mar 31, 2026peers: affiliated wealth managers, $1B to $5B (49)4.2% percentile5.1 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 71.0% to 50.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- individual and HNW clients (Item 5.D) moved from 743.0 to 473.0 (-36.0%) between the annual amendments of 2025-03-27 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)3.1% percentile4.7 robust deviationsconfidence 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
- HNW share of RAUM moved from 66.0% to 48.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)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
- RAUM (Item 5.F) moved from $185,027,885 to $265,266,889 (+43.0%) between the annual amendments of 2025-03-30 and 2026-03-31; the peer median change was +15.0% (4546 comparable advisers, 94.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (4,546)94% percentile2.8 robust deviationsconfidence 0.85
- institutional share of RAUM moved from 64.0% to 46.0% between the annual amendments of 2025-03-14 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)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 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
- RAUM (Item 5.F) moved from $142,199,906 to $103,353,573 (-27.0%) between the annual amendments of 2025-04-01 and 2026-03-31; the peer median change was +4.0% (1140 comparable advisers, 10.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $100M to $500M (1,140)9.9% percentile1.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $864,385,000 to $569,785,000 (-34.0%) between the annual amendments of 2025-01-21 and 2026-03-31; the peer median change was +8.0% (671 comparable advisers, 5.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $500M to $1B (671)4.9% percentile1.8 robust deviationsconfidence 0.85
- N••••• I••••••••• M••••••••• N•••• A••••••asset managerRAUM $59Bemployee count dropChange between filingsemployees (Item 5.A) moved from 152.0 to 88.0 (-42.0%) between the annual amendments of 2025-04-10 and 2026-03-31; the peer median change was +3.0% (461 comparable advisers, 2.0th percentile of changes)filing Mar 31, 2026peers: asset managers, $20B and over (461)1.5% percentile4.5 robust deviationsconfidence 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
- institutional share of RAUM moved from 47.0% to 71.0% between the annual amendments of 2025-03-23 and 2026-03-31filing Mar 31, 2026peers: asset managers, under $100M (329)confidence 0.85
- individual and HNW clients (Item 5.D) moved from 229.0 to 139.0 (-39.0%) between the annual amendments of 2025-03-31 and 2026-03-31; the peer median change was +3.0% (3308 comparable advisers, 3.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,308)2.7% percentile5.0 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 65.0% to 88.0% between the annual amendments of 2025-03-28 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, $500M to $1B (1,481)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
- 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
- institutional share of RAUM moved from 48.0% to 64.0% between the annual amendments of 2025-03-31 and 2026-03-31filing Mar 31, 2026peers: other advisers, $1B to $5B (248)confidence 0.85
- HNW share of RAUM moved from 59.0% to 43.0% between the annual amendments of 2025-03-27 and 2026-03-31filing Mar 31, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- accounts (Item 5.F.2.f) moved from 791.0 to 495.0 (-37.0%) between the annual amendments of 2025-03-28 and 2026-03-31; the peer median change was +5.0% (3683 comparable advisers, 4.0th percentile of changes)filing Mar 31, 2026peers: independent wealth managers, $100M to $500M (3,683)4.2% percentile4.7 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 58.0% to 79.0% 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
- 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 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
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