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
- INTEGRATED INVESTMENT CONSULTANTS, LLCindependent RIARAUM $1.1BHNW share shiftChange between filingsHNW share of RAUM moved from 85.0% to 67.0% between the annual amendments of 2025-04-16 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- GOLDEN K PLANS AND WEALTH MANAGEMENT A DBA OF GOLDEN K WEALTH MGmixed wealthRAUM $179Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 40.0% to 65.0% between the annual amendments of 2025-03-24 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- INTEGRATED INVESTMENT CONSULTANTS, LLCindependent RIARAUM $1.1Binstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 7.0% to 30.0% between the annual amendments of 2025-04-16 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.85
- M•••••••• M••••••••• C•••••• L••otherRAUM $622Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 29.0% to 52.0% between the annual amendments of 2025-03-31 and 2026-04-01filing Apr 1, 2026peers: other advisers, $500M to $1B (95)confidence 0.85
- institutional share of RAUM moved from 30.0% to 12.0% between the annual amendments of 2025-04-28 and 2026-04-01filing Apr 1, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- RAUM (Item 5.F) moved from $402,561,729 to $281,468,586 (-30.0%) between the annual amendments of 2025-03-27 and 2026-04-01; the peer median change was +8.0% (161 comparable advisers, 8.0th percentile of changes)filing Apr 1, 2026peers: other advisers, $100M to $500M (161)7.5% percentile2.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $805,003,601 to $588,153,609 (-27.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +13.0% (63 comparable advisers, 3.0th percentile of changes)filing Apr 1, 2026peers: institutional managers, $500M to $1B (63)3.2% percentile2.3 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,260,600,000 to $824,400,000 (-35.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +8.0% (671 comparable advisers, 5.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $500M to $1B (671)4.6% percentile1.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $766,083,000 to $512,107,000 (-33.0%) between the annual amendments of 2025-03-17 and 2026-04-01; the peer median change was +8.0% (671 comparable advisers, 5.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $500M to $1B (671)5.4% percentile1.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,756,695,572 to $914,790,786 (-48.0%) between the annual amendments of 2024-06-26 and 2026-04-01; the peer median change was +13.0% (63 comparable advisers, 0.0th percentile of changes)filing Apr 1, 2026peers: institutional managers, $500M to $1B (63)0.0% percentile3.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $52,030,343 to $65,834,594 (+27.0%) between the annual amendments of 2025-03-27 and 2026-04-01; the peer median change was -12.0% (97 comparable advisers, 95.0th percentile of changes)filing Apr 1, 2026peers: asset managers, under $100M (97)95% percentile1.2 robust deviationsconfidence 0.85
- G••••• K• P•••• A•• W••••• M••••••••• A• D•• O• G••••• K• W••••• M•mixed wealthRAUM $179Mclient mix shiftChange between filingsprivate-client share of RAUM moved from 60.0% to 35.0% between the annual amendments of 2025-03-24 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- institutional share of RAUM moved from 35.0% to 4.0% between the annual amendments of 2025-03-17 and 2026-04-01filing Apr 1, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- accounts (Item 5.F.2.f) moved from 69,312.0 to 6,599.0 (-90.0%) between the annual amendments of 2025-03-28 and 2026-04-01; the peer median change was +3.0% (110 comparable advisers, 1.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $20B and over (110)0.9% percentile7.0 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 5.0 to 9.0 (+80.0%) between the annual amendments of 2025-03-28 and 2026-04-01; the peer median change was 0.0% (29 comparable advisers, 100.0th percentile of changes)filing Apr 1, 2026peers: other advisers, $5B to $20B (29)100% percentile7.0 robust deviationsconfidence 0.85
- advisory representatives (Item 5.B.3) moved from 8.0 to 15.0 (+88.0%) between the annual amendments of 2025-03-30 and 2026-04-01; the peer median change was 0.0% (965 comparable advisers, 100.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (965)100% percentile5.3 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 416.0 to 765.0 (+84.0%) between the annual amendments of 2025-03-30 and 2026-04-01; the peer median change was +3.0% (3308 comparable advisers, 99.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (3,308)99% percentile9.5 robust deviationsconfidence 0.85
- C••••• FINANCIAL SPECIALISTS joined Schedule A on the filing of 2026-08-13; advisors 7691.0 to 10240.0 between the annual amendments of 2025-04-09 and 2026-04-01filing Apr 1, 2026peers: affiliated wealth managers, $20B and over (50)confidence 0.75
- advisory representatives (Item 5.B.3) moved from 5.0 to 8.0 (+60.0%) between the annual amendments of 2025-04-27 and 2026-04-01; the peer median change was 0.0% (965 comparable advisers, 98.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (965)98% percentile3.6 robust deviationsconfidence 0.85
- private-client share fell 15 points or more while institutional share rose 15 points or more. RAUM $240,286,719 to $283,664,860, advisors 8 to 5, private clients 2337 to 0, offices 0 to 0 (2025-03-31 to 2026-04-01)filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 640.0 to 314.0 (-51.0%) between the annual amendments of 2025-03-27 and 2026-04-01; the peer median change was +5.0% (1132 comparable advisers, 1.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,132)1.0% percentile7.7 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 803.0 to 74.0 (-91.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was -20.0% (3 comparable advisers, 0.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $500M to $1B (3)0.0% percentile1.5 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 256.0 to 106.0 (-59.0%) between the annual amendments of 2025-04-01 and 2026-04-01; the peer median change was +3.0% (3308 comparable advisers, 1.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (3,308)1.1% percentile7.3 robust deviationsconfidence 0.85
- private clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $599,460,734 to $718,423,398, advisors 5 to 2, private clients 384 to 200, offices 0 to 0 (2025-03-06 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.75
- individual and HNW clients (Item 5.D) moved from 1,958.0 to 3,141.0 (+60.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +9.0% (49 comparable advisers, 94.0th percentile of changes)filing Apr 1, 2026peers: affiliated wealth managers, $1B to $5B (49)94% percentile2.9 robust deviationsconfidence 0.85
- private clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $127,037,019 to $109,121,693, advisors 4 to 3, private clients 256 to 106, offices 0 to 0 (2025-04-01 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- RAUM (Item 5.F) moved from $922,408,209 to $1,402,597,162 (+52.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +17.0% (1298 comparable advisers, 93.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,298)93% percentile3.6 robust deviationsconfidence 0.85
- filing Apr 1, 2026peers: independent wealth managers, under $100M (707)confidence 0.75
- private-client share of RAUM moved from 26.0% to 1.0% between the annual amendments of 2025-03-31 and 2026-04-01filing Apr 1, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- T•• I••••••••• A•••• M••••••••• 2• L••independent RIARAUM $92.7Madvisor count dropChange between filingsadvisory representatives (Item 5.B.3) moved from 6.0 to 3.0 (-50.0%) between the annual amendments of 2025-03-06 and 2026-04-01; the peer median change was 0.0% (56 comparable advisers, 7.0th percentile of changes); IAPD lists 4 advisers registered here todayfiling Apr 1, 2026peers: independent wealth managers, under $100M (56)7.3% percentile2.4 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 218.0 to 342.0 (+57.0%) between the annual amendments of 2025-03-25 and 2026-04-01; the peer median change was +3.0% (3308 comparable advisers, 97.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (3,308)97% percentile6.3 robust deviationsconfidence 0.85
- I••••••••• I••••••••• C••••••••• L••independent RIARAUM $1.1Bwealth to institutional shiftCombinationprivate-client share fell 15 points or more while institutional share rose 15 points or more. RAUM $773,184,329 to $1,084,348,046, advisors 9 to 10, private clients 218 to 252, offices 0 to 1 (2025-04-16 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- accounts (Item 5.F.2.f) moved from 257.0 to 112.0 (-56.0%) between the annual amendments of 2025-04-01 and 2026-04-01; the peer median change was +5.0% (3683 comparable advisers, 2.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (3,683)2.5% percentile6.9 robust deviationsconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 9.0 to 15.0 (+67.0%) between the annual amendments of 2025-03-06 and 2026-04-01; the peer median change was 0.0% (72 comparable advisers, 97.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $500M to $1B (72)97% percentileconfidence 0.85
- private funds (Schedule D 7.B.1) moved from 8.0 to 12.0 (+50.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +3.0% (487 comparable advisers, 94.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $5B to $20B (487)94% percentile4.4 robust deviationsconfidence 0.85
- G••••• K• P•••• A•• W••••• M••••••••• A• D•• O• G••••• K• W••••• M•mixed wealthRAUM $179Mclient count collapseChange between filingsindividual and HNW clients (Item 5.D) moved from 181.0 to 55.0 (-70.0%) between the annual amendments of 2025-03-24 and 2026-04-01; the peer median change was +3.0% (3308 comparable advisers, 0.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (3,308)0.4% percentile8.6 robust deviationsconfidence 0.85
- accounts (Item 5.F.2.f) moved from 220.0 to 349.0 (+59.0%) between the annual amendments of 2025-03-25 and 2026-04-01; the peer median change was +5.0% (3683 comparable advisers, 96.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (3,683)96% percentile6.1 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 72.0% to 98.0% between the annual amendments of 2025-03-27 and 2026-04-01filing Apr 1, 2026peers: asset managers, under $100M (329)confidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 3.0 (+50.0%) between the annual amendments of 2024-06-25 and 2026-04-01; the peer median change was 0.0% (1019 comparable advisers, 93.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $1B to $5B (1,019)93% percentile7.8 robust deviationsconfidence 0.85
- employees (Item 5.A) moved from 19.0 to 7.0 (-63.0%) between the annual amendments of 2025-03-13 and 2026-04-01; the peer median change was 0.0% (391 comparable advisers, 1.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $100M to $500M (391)1.0% percentile5.1 robust deviationsconfidence 0.85
- G••••• K• P•••• A•• W••••• M••••••••• A• D•• O• G••••• K• W••••• M•mixed wealthRAUM $179Mclients down average size upCombinationprivate clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $159,492,750 to $179,443,752, advisors 1 to 0, private clients 181 to 55, offices 1 to 1 (2025-03-24 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- institutional share of RAUM moved from 28.0% to 62.0% between the annual amendments of 2025-03-31 and 2026-04-01filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- employees (Item 5.A) moved from 13.0 to 22.0 (+69.0%) between the annual amendments of 2025-03-30 and 2026-04-01; the peer median change was 0.0% (505 comparable advisers, 99.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (505)99% percentile5.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $1,296,823,577 to $2,425,813,497 (+87.0%) between the annual amendments of 2025-04-08 and 2026-04-01; the peer median change was +11.0% (1364 comparable advisers, 93.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $1B to $5B (1,364)93% percentile3.2 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $163,792,814,520 to $256,813,748,739 (+57.0%) between the annual amendments of 2025-04-09 and 2026-04-01; the peer median change was +20.0% (50 comparable advisers, 94.0th percentile of changes)filing Apr 1, 2026peers: affiliated wealth managers, $20B and over (50)94% percentile2.7 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $379,787,022 to $680,921,960 (+79.0%) between the annual amendments of 2025-03-28 and 2026-04-01; the peer median change was +8.0% (671 comparable advisers, 92.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $500M to $1B (671)92% percentile3.0 robust deviationsconfidence 0.85
- G••••• K• P•••• A•• W••••• M••••••••• A• D•• O• G••••• K• W••••• M•mixed wealthRAUM $179MHNW share shiftChange between filingsHNW share of RAUM moved from 59.0% to 27.0% between the annual amendments of 2025-03-24 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $3,683,729,742 to $7,013,494,016 (+90.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +13.0% (632 comparable advisers, 95.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $5B to $20B (632)95% percentile3.7 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 50.0% to 77.0% between the annual amendments of 2025-04-28 and 2026-04-01filing Apr 1, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- HNW share of RAUM moved from 31.0% to 0.0% between the annual amendments of 2025-03-31 and 2026-04-01filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- RAUM (Item 5.F) moved from $483,459,134 to $835,075,131 (+73.0%) between the annual amendments of 2025-04-28 and 2026-04-01; the peer median change was +8.0% (671 comparable advisers, 92.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $500M to $1B (671)92% percentile2.7 robust deviationsconfidence 0.85
- H•••••• I••••••••• H• L••••••asset managerRAUM $432Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 0.0% to 26.0% between the annual amendments of 2025-03-27 and 2026-04-01filing Apr 1, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- RAUM (Item 5.F) moved from $2,306,815,068 to $587,339,827 (-75.0%) between the annual amendments of 2025-03-31 and 2026-04-01; the peer median change was +8.0% (671 comparable advisers, 0.0th percentile of changes)filing Apr 1, 2026peers: asset managers, $500M to $1B (671)0.0% percentile3.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $444,012,621 to $724,883,187 (+63.0%) between the annual amendments of 2025-03-24 and 2026-04-01; the peer median change was +16.0% (1382 comparable advisers, 95.0th percentile of changes)filing Apr 1, 2026peers: independent wealth managers, $500M to $1B (1,382)95% percentile5.0 robust deviationsconfidence 0.85
- private clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $972,706,762 to $1,055,825,621, advisors 2 to 2, private clients 640 to 314, offices 1 to 1 (2025-03-27 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $1B to $5B (1,363)confidence 0.75
- private clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $543,207,396 to $611,738,596, advisors 2 to 2, private clients 803 to 74, offices 0 to 0 (2025-03-31 to 2026-04-01)filing Apr 1, 2026peers: asset managers, $500M to $1B (784)confidence 0.75
- M••••••••• W••••• A•••••••• L••asset managerRAUM $612Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 74.0% to 99.0% between the annual amendments of 2025-03-31 and 2026-04-01filing Apr 1, 2026peers: asset managers, $500M to $1B (784)confidence 0.85
- private clients fell 20 percent or more while RAUM per client rose 30 percent or more: a move up-market or the departure of small accounts. RAUM $383,146,200 to $339,382,378, advisors 15 to 14, private clients 1498 to 784, offices 2 to 2 (2025-03-17 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $163,792,814,520 to $256,813,748,739, advisors 7691 to 10240, private clients 575196 to 801652, offices 4816 to 6584 (2025-04-09 to 2026-04-01)filing Apr 1, 2026peers: affiliated wealth managers, $20B and over (50)confidence 0.75
- RAUM, offices and advisors all grew 25 percent or more in one year: a platform in expansion or an acquisition. RAUM $268,069,576 to $396,019,216, advisors 10 to 13, private clients 398 to 361, offices 4 to 5 (2025-03-31 to 2026-04-01)filing Apr 1, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.75
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