MW

Entity Resolution

Cross-document entity deduplication with confidence scoring and manual override

349

Total Entities

Across 8 documents

312

Auto-Resolved

89% resolution rate

27

Conflicts Detected

10 require manual review

89%

Avg Confidence

Weighted across all entities

Resolution by Entity Type

Organization
30/34 resolved
Person
27/28 resolved
Financial
72/89 resolved
Contract
18/19 resolved
Risk
22/22 resolved
Asset
14/14 resolved
Location
8/8 resolved
TechServe SolutionsOrganization
72%
CIM:TechServe Solutions, Inc.— Delaware C-Corp, founded 2018
Contract Summary:TechServe Solutions LLC— Party name on 3 contracts
HR Census:TechServe Group— Parent entity on payroll records

Suggested Resolution

Merge as "TechServe Solutions, Inc." — LLC is legacy pre-restructuring name. Group is informal reference.

Revenue FY2024Financial
45%
CIM (Section 5):$34.9M— Stated as recognized revenue for fiscal year 2024
QoE Report (Appendix B):$32.8M— After removing $2.1M of multi-year contract revenue allocated to FY2025 per ASC 606
Management Presentation:$34.9M— Headline revenue figure, slide 14

Suggested Resolution

Flag for IC review — $2.1M gap impacts growth narrative and valuation. QoE figure should be primary for modeling.

Michael TorresPerson
99%
CIM:Michael Torres, CEO & Co-Founder— Executive biography section
HR Census:M. Torres— Employee ID #001, title: Chief Executive Officer
Contract Summary:Michael A. Torres— Authorized signatory on all contracts

Suggested Resolution

Merged — same individual across all sources.

Resolved on 2026-01-15
Northeast Health PartnersOrganization
97%
CIM:Northeast Health Partners— Largest client, 17.8% of revenue
AR Schedule:NE Health Partners Corp— Billing entity name
Contract Summary:Northeast Health Partners, Inc.— Legal entity on MSA

Suggested Resolution

Merged as "Northeast Health Partners, Inc." — legal name from contract.

Resolved on 2026-01-14
Employee CountFinancial
55%
Management Presentation:287 employees— Slide 8 — team overview
HR Census:243 FTEs + 38 contractors + 6 PEO— Detailed headcount breakdown

Suggested Resolution

Use 243 FTEs as primary figure. Note blended count of 287 includes non-FTE workers — affects per-head metrics.

Adjusted EBITDAFinancial
40%
Management Presentation:$8.2M (23.5% margin)— Includes all proposed add-backs
QoE Report:$6.23M (17.9% margin)— After rejecting $1.97M of add-backs

Suggested Resolution

Use QoE-adjusted figure ($6.23M) as primary. Management figure retained as reference. Delta affects valuation by $23M.

AWS PartnershipContract
95%
CIM:AWS Advanced Consulting Partner— Technology partnerships section
Contract Summary:AWS Partner Network — Advanced Tier— Agreement K009
Tech DD Report:AWS APN Advanced (renewal at risk Q3 2026)— Competency certification gap

Suggested Resolution

Merged. Added risk flag from Tech DD about competency renewal.

Resolved on 2026-01-16
Customer ConcentrationFinancial
50%
CIM (Section 4.2):Top 3 = 42% of revenue— Excluding pass-through costs
AR Schedule (Exhibit D):Top 3 = 52% of billed revenue— Including pass-through infrastructure

Suggested Resolution

Both figures are technically correct under different methodologies. Use 52% for risk assessment (total billings at risk if client lost).