UNITED STATES

SECURITIES AND EXCHANGE COMMISSION

Washington, D.C. 20549

FORM 10-K/A

Amendment No. 1 to

[X] ANNUAL REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES EXCHANGE ACT OF 1934

For the fiscal year ended December 31, 2006

[ ] TRANSITION REPORT PURSUANT TO SECTION 13 OR 15(d) OF THE SECURITIES AND EXCHANGE ACT OF 1934

For the transition period from ________to _______

Commission file number of issuing entity: 333-131374-17

BEAR STEARNS ASSET BACKED SECURITIES I TRUST 2006-HE7

(Exact name of issuing entity as specified in its charter)

BEAR STEARNS ASSET BACKED SECURITIES I LLC

(Exact name of registrant/depositor as specified in its charter)

EMC Mortgage Corporation

(Exact name of sponsor as specified in its charter)

	Delaware		20-0842986
	(State or other jurisdiction of incorporation or organization)		(I.R.S. Employer Identification No.)

383 Madison Avenue, New York, New York 10179

(Address of principal executive offices)

(212) 272-2000

(Registrant's telephone number, including area code)

Securities registered pursuant to Section 12(b) of the Act:

None

Securities registered pursuant to Section 12(g) of the Act:

None

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.

o Yes

x No

Indicate by check mark if the registrant is not required to file pursuant to Section 13 or Section 15(d) of the Act.

o Yes

x No

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934 during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing requirements for the past 90 days.

x Yes

o No

Indicate by check mark if disclosure of delinquent filers pursuant to Item 405 of Regulation S K (§229.405 of this chapter) is not contained herein, and will not be contained, to the best of registrant’s knowledge, in definitive proxy or information statements incorporated by reference in Part III of this Form 10-K or any amendment to this Form 10-K.

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, or a non-accelerated filer. See definition of “accelerated filer and large accelerated filer” in Rule 12b-2 of the Exchange Act (Check one):

Large accelerated filer o

Accelerated filer o

Non-accelerated filer x

Indicate by check mark whether the registrant is a shell company (as defined in Rule 12b-2 of the Act). o Yes xNo

State the aggregate market value of the voting and non voting common equity held by non-affiliates computed by reference to the price at which the common equity was last sold, or the average bid and asked price of such common equity, as of the last business day of the registrant’s most recently completed second fiscal quarter.

Not Applicable

DOCUMENTS INCORPORATED BY REFERENCE

SEE ITEM 15 (PART IV)

EXPLANATORY NOTE

This Amendment No. 1 to the Annual Report on Form 10-K filed with the Securities and Exchange Commission on March 30, 2007 (Accession No. 0001136999-07-000499) by BEAR STEARNS ASSET BACKED SECURITIES I TRUST 2006-HE7 (the “Initial 10-K”), for the fiscal year ended December 31, 2006, is being filed for the sole purpose of restating the assessment of American Security Insurance Company, Standard Guaranty Insurance Company and TrackSure Insurance Agency, Inc. (the “Asserting Party”) for the reporting period of January 1, 2006 through December 31, 2006. The restated assessment, provided to the registrant in February 2008, identifies a material instance of noncompliance with the servicing criteria set forth in Item 1122(d)(4)(xii) under Regulation AB. Specifically, the Asserting Party did not have, during the applicable reporting period, sufficient policies and procedures to capture the information with respect to the Platform Transactions necessary to determine compliance with Item 1122(d)(4)(xii). In response to a Securities and Exchange Commission comment, as of January 1, 2008, the Asserting Party has implemented practices and procedures to capture the information necessary to assess compliance with Item 1122(d)(4)(xii).

PART I

Item 1. Business.

Omitted.

Item 1A. Risk Factors.

Omitted.

Item 1B. Unresolved Staff Comments.

None.

Item 2. Properties.

Omitted.

Item 3. Legal Proceedings.

Omitted.

Item 4. Submission of Matters to a Vote of Security Holders.

Omitted.

PART II

Item 5. Market for Registrant’s Common Equity, Related Stockholder Matters and Issuer Purchases of Equity Securities.

Omitted.

Item 6. Selected Financial Data.

Omitted.

Item 7. Management’s Discussion and Analysis of Financial Condition and Results of Operation.

Omitted.

Item 7A. Quantitative and Qualitative Disclosures About Market Risk.

Omitted.

Item 8. Financial Statements and Supplementary Data.

Omitted.

Item 9. Changes in and Disagreements With Accountants on Accounting and Financial Disclosure.

Omitted.

Item 9A. Controls and Procedures.

Omitted.

Item 9A(T). Controls and Procedures.

Omitted.

Item 9B. Other Information.

None.

PART III

Item 10. Directors, Executive Officers and Corporate Governances.

Omitted.

Item 11. Executive Compensation.

Omitted.

Item 12. Security Ownership of Certain Beneficial Owners and Management and Related Stockholder Matters.

Omitted.

Item 13. Certain Relationships and Related Transactions, and Director Independences.

Omitted.

Item 14. Principal Accounting Fees and Services.

Omitted.

ADDITIONAL DISCLOSURE ITEMS UNDER REGULATION AB

Item 1112(b) of Regulation AB. Significant Obligors Financial Information.

Not Applicable.

Item 1114(b)(2) and 1115(b) of Regulation AB. Significant Enhancement Provider Financial Information.

None.

Item 1117 of Regulation AB. Legal Proceedings

On Tuesday, March 20, 2007, People’s Choice Home Loan, Inc. ("PCHLI"), a mortgage banking company headquartered in Irvine, California, filed for Chapter 11 bankruptcy protection in U.S. Bankruptcy Court in Santa Ana, California. PCHLI was the originator of approximately 29.04% of the mortgage loans in loan group I and of 14.85% and 9.52% of the mortgage loans in subgroup II-1 and subgroup II-2, respectively (approximately 13.16% of the mortgage loans in loan group II in the aggregate), in the Bear Stearns Asset Backed Securities I Trust 2006-HE7 transaction.

Item 1119 of Regulation AB. Affiliations and Certain Relationships and Related Transactions

On February 9, 2007, Bear Stearns Residential Mortgage Corporation, a wholly owned subsidiary of The Bear Stearns Companies Inc. and an affiliate of the Registrant, acquired certain assets used in the subprime wholesale mortgage banking division of Performance Credit Corporation (formerly known as Encore Credit Corp.) (“PCC”), a California corporation that, until February 9, 2007, originated and purchased one-to four-family residential mortgage loans offered to borrowers with a particular emphasis on “nonconforming” borrowers who generally do not satisfy the credit, collateral, documentation or other standards required by conventional mortgage lenders and loan buyers.

Item 1122 of Regulation AB. Compliance with Applicable Servicing Criteria.

The restated assessment of American Security Insurance Company, Standard Guaranty Insurance Company and TrackSure Insurance Agency, Inc. (the “Asserting Party”) for the reporting period of January 1, 2006 through December 31, 2006, provided to the registrant in February 2008, identifies a material instance of noncompliance with the servicing criteria set forth in Item 1122(d)(4)(xii) under Regulation AB. Specifically, the Asserting Party did not have, during the applicable reporting period, sufficient policies and procedures to capture the information with respect to the Platform Transactions necessary to determine compliance with Item 1122(d)(4)(xii). In response to a Securities and Exchange Commission comment, as of January 1, 2008, the Asserting Party has implemented practices and procedures to capture the information necessary to assess compliance with Item 1122(d)(4)(xii).

See Item 15, exhibits (33) and (34)

Item 1123 of Regulation AB. Servicer Compliance Statement

See Item 15, exhibit (35)

PART IV

Item 15. Exhibits, Financial Statement Schedules.

(a) The following is a list of documents filed as part of this Annual Report on Form 10-K:

(1) Not Applicable

(2) Not Applicable

(3)

Exhibit Number	Description
1.1	The Underwriting Agreement, dated April 13, 2006, between Bear, Stearns & Co. Inc., as underwriter and Bear Stearns Asset Backed Securities I LLC, as depositor and the related Terms Agreement, dated as of August 10, 2006, between Bear, Stearns & Co. Inc., as underwriter and Bear Stearns Asset Backed Securities I LLC, as depositor (As previously filed on Form 8-K filed on September 25, 2006; on Form 8-K/A filed on November 7,2006 and November 14, 2006 and is hereby incorporated by reference into this report on Form 10-K) (1)
4.1	Pooling and Servicing Agreement, dated as of August 1, 2006, among Bear Stearns Asset Backed Securities I LLC, as depositor, EMC Mortgage Corporation, as seller and as master servicer, and LaSalle Bank National Association, as trustee (As previously filed on Form 8-K filed on September 25, 2006; on Form 8-K/A filed on November 7,2006 and November 14, 2006 and is hereby incorporated by reference into this report on Form 10-K) (1)
31	Sarbanes-Oxley Certification (2)
33(a)	Report on assessment of compliance with servicing criteria for asset-backed securities, EMC Mortgage Corporation, as Master Servicer (1)
33(b)	Report on assessment of compliance with servicing criteria for asset-backed securities, LaSalle Bank National Association, as Trustee and Custodian (1)
33(c)	Report on assessment of compliance with servicing criteria for asset-backed securities, LandAmerica Tax and Flood Services, Inc., as servicing function participant (1)
33(d)	Restated report on assessment of compliance with servicing criteria for asset-backed securities, Assurant, Inc., as servicing function participant (2)
34(a)	Attestation report on assessment of compliance with servicing criteria for asset-backed securities, EMC Mortgage Corporation, as Master Servicer (1)
34(b)	Attestation report on assessment of compliance with servicing criteria for asset-backed securities, LaSalle Bank National Association, as Trustee and Custodian (1)
34(c)	Attestation report on assessment of compliance with servicing criteria for asset-backed securities, LandAmerica Tax and Flood Services, Inc., as servicing function participant (1)
34(d)	Restated attestation report on assessment of compliance with servicing criteria for asset-backed securities, Assurant, Inc., as servicing function participant (2)
35(a)	Servicer compliance statement, EMC Mortgage Corporation, as Master Servicer (1)
35(b)	Servicer compliance statement, LaSalle Bank National Association, as Trustee (1)

(1) Filed with the Initial 10-K

(2) Filed with this report

(b) The exhibits required to be filed by Registrant pursuant to Item 601 of Regulation S-K:
(31) Rule 13a-14(d)/15d-14(d) Certifications.
(33) Reports on assessment of compliance with servicing criteria for asset-backed securities:
1.	EMC Mortgage Corporation, as Master Servicer (1)
2.	LaSalle Bank National Association, as Trustee and Custodian (1)
3.	LandAmerica Tax and Flood Services, Inc., as servicing function participant (1)
4.	Restated report on assessment of compliance for Assurant, Inc., as servicing function participant (2)
(34) Attestation reports on assessment of compliance with servicing criteria for asset-backed securities:
1.	EMC Mortgage Corporation, as Master Servicer (1)
2.	LaSalle Bank National Association, as Trustee and Custodian (1)
3.	LandAmerica Tax and Flood Services, Inc., as servicing function participant (1)
4.	Restated attestation report on assessment of compliance for Assurant, Inc., as servicing function participant (2)
(35) Servicer Compliance Statements:
1.	EMC Mortgage Corporation, as Master Servicer (1)
2.	LaSalle Bank National Association, as Trustee (1)

(1) Filed with the Initial 10-K

(2) Filed with this report

SIGNATURES

Pursuant to the requirements of the Securities Exchange Act of 1934, this report has been signed below by the following persons on behalf of the registrant and in the capacities and on the dates indiciated.

	EMC Mortgage Corporation, as Master Servicer

July 14, 2008	/s/ John A. Vella
	Name: John A. Vella
	Title: President and CEO

EXHIBIT INDEX

Exhibit Number	Description
1.1	The Underwriting Agreement, dated April 13, 2006, between Bear, Stearns & Co. Inc., as underwriter and Bear Stearns Asset Backed Securities I LLC, as depositor and the related Terms Agreement, dated as of August 10, 2006, between Bear, Stearns & Co. Inc., as underwriter and Bear Stearns Asset Backed Securities I LLC, as depositor (As previously filed on Form 8-K filed on September 25, 2006; on Form 8-K/A filed on November 7,2006 and November 14, 2006 and is hereby incorporated by reference into this report on Form 10-K) (1)
4.1	Pooling and Servicing Agreement, dated as of August 1, 2006, among Bear Stearns Asset Backed Securities I LLC, as depositor, EMC Mortgage Corporation, as seller and as master servicer, and LaSalle Bank National Association, as trustee (As previously filed on Form 8-K filed on September 25, 2006; on Form 8-K/A filed on November 7,2006 and November 14, 2006 and is hereby incorporated by reference into this report on Form 10-K) (1)
31	Sarbanes-Oxley Certification (2)
33(a)	Report on assessment of compliance with servicing criteria for asset-backed securities, EMC Mortgage Corporation, as Master Servicer (1)
33(b)	Report on assessment of compliance with servicing criteria for asset-backed securities, LaSalle Bank National Association, as Trustee and Custodian (1)
33(c)	Report on assessment of compliance with servicing criteria for asset-backed securities, LandAmerica Tax and Flood Services, Inc., as servicing function participant (1)
33(d)	Restated report on assessment of compliance with servicing criteria for asset-backed securities, Assurant, Inc., as servicing function participant (2)
34(a)	Attestation report on assessment of compliance with servicing criteria for asset-backed securities, EMC Mortgage Corporation, as Master Servicer (1)
34(b)	Attestation report on assessment of compliance with servicing criteria for asset-backed securities, LaSalle Bank National Association, as Trustee and Custodian (1)
34(c)	Attestation report on assessment of compliance with servicing criteria for asset-backed securities, LandAmerica Tax and Flood Services, Inc., as servicing function participant (1)
34(d)	Restated attestation report on assessment of compliance with servicing criteria for asset-backed securities, Assurant, Inc., as servicing function participant (2)
35(a)	Servicer compliance statement, EMC Mortgage Corporation, as Master Servicer (1)
35(b)	Servicer compliance statement, LaSalle Bank National Association, as Trustee (1)

(1) Filed with the Initial 10-K

(2) Filed with this report

Bear Stearns Asset Backed Securities I Trust 2006-HE7 10-K/A