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
- BIRMINGHAM CAPITAL MANAGEMENT CO INCindependent RIARAUM $274Mhigh institutional concentrationStatic outlierinstitutional share of RAUM of 45% against a peer median of 0% (5683 comparable advisers, 99.0th percentile, 15.1 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)99% percentile15.1 robust deviationsconfidence 0.8
- discretionary share of RAUM moved from 35.0% to 72.0% between the annual amendments of 2025-04-11 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- accounts (Item 5.F.2.f) moved from 594.0 to 2,029.0 (+242.0%) between the annual amendments of 2025-03-23 and 2026-03-30; the peer median change was +5.0% (3683 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (3,683)100% percentile26.8 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 45.0% to 96.0% between the annual amendments of 2025-04-22 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- RAUM (Item 5.F) moved from $195,118,972 to $417,629,206 (+114.0%) between the annual amendments of 2025-03-24 and 2026-03-30; the peer median change was +4.0% (1140 comparable advisers, 97.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $100M to $500M (1,140)97% percentile4.6 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 0.0% to 50.0% between the annual amendments of 2025-03-29 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- private funds (Schedule D 7.B.1) moved from 5.0 to 11.0 (+120.0%) between the annual amendments of 2025-03-28 and 2026-03-30; the peer median change was 0.0% (731 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $100M to $500M (731)100% percentileconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (1568 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: asset managers, $100M to $500M (1,568)0.0% percentile33.7 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $177,712,580 to $490,593,143 (+176.0%) between the annual amendments of 2025-02-14 and 2026-03-30; the peer median change was +15.0% (4546 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (4,546)100% percentile15.7 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 100% (309 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, under $100M (309)0.0% percentile33.7 robust deviationsconfidence 0.8
- B•••••••• I••••••••• A•••••• L••asset managerRAUM $3.5Bdiscretionary share shiftChange between filingsdiscretionary share of RAUM moved from 0.0% to 70.0% between the annual amendments of 2025-03-31 and 2026-03-30filing Mar 30, 2026peers: asset managers, $1B to $5B (1,506)confidence 0.85
- employees (Item 5.A) moved from 651.0 to 1,702.0 (+161.0%) between the annual amendments of 2025-04-30 and 2026-03-30; the peer median change was +3.0% (461 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $20B and over (461)100% percentile16.0 robust deviationsconfidence 0.85
- R•••••••• M••••••••• C•••••• L••otherRAUM $52.4Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 0.0% to 100.0% between the annual amendments of 2025-04-29 and 2026-03-30filing Mar 30, 2026peers: other advisers, under $100M (660)confidence 0.85
- private funds (Schedule D 7.B.1) moved from 2.0 to 4.0 (+100.0%) between the annual amendments of 2025-04-10 and 2026-03-30; the peer median change was 0.0% (731 comparable advisers, 99.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $100M to $500M (731)99% percentileconfidence 0.85
- discretionary share of RAUM moved from 0.0% to 88.0% between the annual amendments of 2025-04-01 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 77.0% to 19.0% between the annual amendments of 2025-03-25 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 49.0% to 93.0% between the annual amendments of 2025-03-31 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- individual and HNW clients (Item 5.D) moved from 275.0 to 659.0 (+140.0%) between the annual amendments of 2025-03-26 and 2026-03-30; the peer median change was +3.0% (3308 comparable advisers, 99.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (3,308)99% percentile16.1 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $28,299,461,798 to $57,924,024,127 (+105.0%) between the annual amendments of 2025-04-07 and 2026-03-30; the peer median change was +15.0% (470 comparable advisers, 97.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $20B and over (470)97% percentile5.7 robust deviationsconfidence 0.85
- individual and HNW clients (Item 5.D) moved from 102.0 to 644.0 (+531.0%) between the annual amendments of 2025-04-02 and 2026-03-30; the peer median change was +3.0% (3308 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (3,308)100% percentile62.2 robust deviationsconfidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- HNW RAUM per HNW client of $33,683,719 against a peer median of $3,645,749 (1310 comparable advisers, 98.0th percentile, 14.9 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $1B to $5B (1,310)98% percentile14.9 robust deviationsconfidence 0.8
- discretionary share of RAUM of 0% against a peer median of 99% (1481 comparable advisers, 0.0th percentile, 33.5 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $500M to $1B (1,481)0.0% percentile33.5 robust deviationsconfidence 0.8
- HNW share of RAUM moved from 0.0% to 42.0% between the annual amendments of 2025-04-30 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- discretionary share of RAUM of 3% against a peer median of 100% (120 comparable advisers, 2.0th percentile, 32.6 robust deviations)filing Mar 30, 2026peers: other advisers, $20B and over (120)1.7% percentile32.6 robust deviationsconfidence 0.8
- HNW share of RAUM moved from 0.0% to 45.0% between the annual amendments of 2025-03-25 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- HNW share of RAUM moved from 100.0% to 35.0% between the annual amendments of 2025-03-19 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- RAUM per registered advisor of $1,426,832,450 against a peer median of $146,358,043 (1224 comparable advisers, 100.0th percentile, 12.9 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $1B to $5B (1,224)100% percentile12.9 robust deviationsconfidence 0.8
- R•••• T••••••• M••••••••• L••asset managerRAUM $1.3Bmany private funds relative to firm sizeStatic outlierprivate funds per $1B of RAUM of 29.6 against a peer median of 4.3 (939 comparable advisers, 99.0th percentile, 8.1 robust deviations)filing Mar 30, 2026peers: asset managers, $1B to $5B (939)99% percentile8.1 robust deviationsconfidence 0.8
- H••••• M•••••• I••••••••• A••••••• I••independent RIARAUM $81.2Mclient mix shiftChange between filingsprivate-client share of RAUM moved from 7.0% to 92.0% between the annual amendments of 2025-03-28 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- HNW share of RAUM moved from 27.0% to 62.0% between the annual amendments of 2025-04-02 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- S••••••••• C•••••• A••••••• L••independent RIARAUM $2.5Bhigh employee count relative to advisorsStatic outlieremployees per registered advisor of 6.2 against a peer median of 1.5 (1101 comparable advisers, 99.0th percentile, 9.9 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $1B to $5B (1,101)99% percentile9.9 robust deviationsconfidence 0.8
- RAUM (Item 5.F) moved from $5,933,687,499 to $21,687,087,055 (+265.0%) between the annual amendments of 2025-03-31 and 2026-03-30; the peer median change was +15.0% (470 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $20B and over (470)100% percentile16.0 robust deviationsconfidence 0.85
- W•••• C•••••• A••••••• L••asset managerRAUM $226Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 52.0% to 14.0% between the annual amendments of 2025-03-04 and 2026-03-30filing Mar 30, 2026peers: asset managers, $100M to $500M (1,568)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- private funds per $1B of RAUM of 198.7 against a peer median of 20.7 (703 comparable advisers, 99.0th percentile, 13.6 robust deviations)filing Mar 30, 2026peers: asset managers, $100M to $500M (703)99% percentile13.6 robust deviationsconfidence 0.8
- A••• P•••••• F•••••••• M••••••••• G••••• I•••independent RIARAUM $304Munusually high clients per advisorStatic outlierprivate clients per advisor of 354.2 against a peer median of 57.3 (3084 comparable advisers, 99.0th percentile, 8.5 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (3,084)99% percentile8.5 robust deviationsconfidence 0.8
- RAUM per registered advisor of $1,049,688,110 against a peer median of $146,358,043 (1224 comparable advisers, 100.0th percentile, 9.1 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $1B to $5B (1,224)100% percentile9.1 robust deviationsconfidence 0.8
- F••••••• I••••••••• W••••• A•••••• L••mixed wealthRAUM $9.4Bunusually high clients per advisorStatic outlierprivate clients per advisor of 1,686.1 against a peer median of 62.3 (231 comparable advisers, 98.0th percentile, 33.0 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $5B to $20B (231)98% percentile33.0 robust deviationsconfidence 0.8
- HNW share of RAUM moved from 21.0% to 59.0% between the annual amendments of 2025-03-26 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- H••••• M•••••• I••••••••• A••••••• I••independent RIARAUM $81.2MHNW share shiftChange between filingsHNW share of RAUM moved from 6.0% to 76.0% between the annual amendments of 2025-03-28 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- L••• K••••••• • K•••• W••••• M•••••••••independent RIARAUM $252MHNW share shiftChange between filingsHNW share of RAUM moved from 12.0% to 80.0% between the annual amendments of 2025-03-28 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- RAUM (Item 5.F) moved from $437,351,000 to $1,136,893,000 (+160.0%) between the annual amendments of 2025-03-31 and 2026-03-30; the peer median change was +11.0% (1364 comparable advisers, 97.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $1B to $5B (1,364)97% percentile6.4 robust deviationsconfidence 0.85
- offices other than the principal office (Item 1.F.5) moved from 6.0 to 12.0 (+100.0%) between the annual amendments of 2025-04-10 and 2026-03-30; the peer median change was 0.0% (232 comparable advisers, 97.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $500M to $1B (232)97% percentile9.5 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $10,422,678,147 to $30,685,632,937 (+194.0%) between the annual amendments of 2025-04-07 and 2026-03-30; the peer median change was +15.0% (470 comparable advisers, 99.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $20B and over (470)99% percentile11.5 robust deviationsconfidence 0.85
- L•••• G•••• F•••••••• A•••••••• L••independent RIARAUM $338Mclient count surgeChange between filingsindividual and HNW clients (Item 5.D) moved from 168.0 to 416.0 (+148.0%) between the annual amendments of 2025-02-07 and 2026-03-30; the peer median change was +3.0% (3308 comparable advisers, 99.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (3,308)99% percentile17.0 robust deviationsconfidence 0.85
- discretionary share of RAUM moved from 0.0% to 100.0% between the annual amendments of 2025-04-29 and 2026-03-30filing Mar 30, 2026peers: other advisers, under $100M (660)confidence 0.85
- discretionary share of RAUM of 0% against a peer median of 100% (5683 comparable advisers, 0.0th percentile, 33.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)0.0% percentile33.7 robust deviationsconfidence 0.8
- advisory representatives (Item 5.B.3) moved from 5.0 to 11.0 (+120.0%) between the annual amendments of 2025-04-16 and 2026-03-30; the peer median change was 0.0% (999 comparable advisers, 99.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $1B to $5B (999)99% percentile9.7 robust deviationsconfidence 0.85
- HNW share of RAUM moved from 14.0% to 64.0% between the annual amendments of 2025-02-26 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- H••••• M•••••• I••••••••• A••••••• I••independent RIARAUM $81.2Minstitutional asset share shiftChange between filingsinstitutional share of RAUM moved from 92.0% to 8.0% between the annual amendments of 2025-03-28 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- discretionary share of RAUM moved from 21.0% to 84.0% between the annual amendments of 2025-03-30 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (5,683)confidence 0.85
- discretionary share of RAUM moved from 59.0% to 100.0% between the annual amendments of 2025-03-27 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, under $100M (707)confidence 0.85
- P••••••••• E••• I••••••••• M••••••••• I•••mixed wealthRAUM $505Mhigh institutional concentrationStatic outlierinstitutional share of RAUM of 66% against a peer median of 2% (1481 comparable advisers, 99.0th percentile, 21.7 robust deviations)filing Mar 30, 2026peers: independent wealth managers, $500M to $1B (1,481)99% percentile21.7 robust deviationsconfidence 0.8
- individual and HNW clients (Item 5.D) moved from 539.0 to 1,601.0 (+197.0%) between the annual amendments of 2025-04-01 and 2026-03-30; the peer median change was +3.0% (3308 comparable advisers, 100.0th percentile of changes)filing Mar 30, 2026peers: independent wealth managers, $100M to $500M (3,308)100% percentile22.8 robust deviationsconfidence 0.85
- RAUM (Item 5.F) moved from $23,303,439,720 to $50,492,232,840 (+117.0%) between the annual amendments of 2025-03-31 and 2026-03-30; the peer median change was +15.0% (470 comparable advisers, 98.0th percentile of changes)filing Mar 30, 2026peers: asset managers, $20B and over (470)98% percentile6.5 robust deviationsconfidence 0.85
- private-client share of RAUM moved from 70.0% to 34.0% between the annual amendments of 2025-03-27 and 2026-03-30filing Mar 30, 2026peers: independent wealth managers, $500M to $1B (1,481)confidence 0.85
- discretionary share of RAUM of 2% against a peer median of 100% (784 comparable advisers, 1.0th percentile, 33.2 robust deviations)filing Mar 30, 2026peers: asset managers, $500M to $1B (784)1.4% percentile33.2 robust deviationsconfidence 0.8
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