Sole Source Justification

01 Executive Summary

This document is prepared to assist Texas school districts, purchasing agents, and boards of trustees in documenting a sole-source procurement exception for the CCMRI™ (College, Career, and Military Readiness Intelligence) software platform.

CCMRI™ is a highly specialized K-12 educational analytics and case-management software application. The underlying technology incorporates proprietary adaptive scoring models, gamified case-management interfaces, dual accountability framework switchers, and non-profit direct teacher educational grant ledgers. These systems and methods are protected under United States patent, copyright, and trademark law, and are owned exclusively by TXCCMRI, LLC. There are no other equivalent products available in the educational marketplace that perform these combined functions.

02 What is CCMR & the 2031 Cliff? (Layman's Guide)

For school district business and procurement officers unfamiliar with state accountability metrics, here is a plain-English explanation of why this software is essential for your district's ratings and funding:

1. What is CCMR?

Under the Texas Education Agency (TEA) A-F accountability system, every high school and school district is graded on College, Career, and Military Readiness (CCMR). This metric measures whether graduating seniors are prepared for life after high school. Districts earn CCMR points when students accomplish specific milestones, such as passing college-entrance exams (SAT/ACT/TSIA2), earning college credit (Dual Credit/AP/IB), enlisting in the military, or obtaining an Industry-Based Certification (IBC).

2. What is the Outcomes Bonus?

The state of Texas rewards districts with significant financial incentives for performance. For every graduating senior who meets CCMR readiness standards above a state-defined baseline, the district receives a direct, annual cash bonus—the Outcomes Bonus. This funding is substantial, ranging from $3,000 to $9,000 per student, depending on demographic factors (such as whether the student is economically disadvantaged or receives special education services).

3. What is the 2031 change (The Differential Weighting Cliff)?

Currently, the TEA assigns the exact same weight (1 point) to every CCMR indicator. A student passing a basic college prep course is worth the same as a student earning an Associate Degree or an advanced military enlistment score. However, starting in 2031 (enacted under HB 8), the state will implement a Differential Weighting Framework. Under this new model, high-rigor indicators (like Associate Degrees or military enlistment) will be worth up to **3 times more** than basic indicators. If your district does not begin tracking, predicting, and steering students toward these high-value indicators now, your A-F accountability grade and Outcomes Bonus funding will drop dramatically when the equal-weight system is retired.

4. Why is nothing else like CCMRI on the market?

Existing school systems fall into two categories: student-facing career interest planning portals (like SchooLinks or Xello) and historical reporting tools (like OnDataSuite, EduThings, or CCMR Insights). Historical reporting tools only ingest PEIMS data months or years *after* students graduate. This is retrospective—you are looking in the rearview mirror. By the time a district sees that a student missed CCMR by 1 point, the student has already graduated, and it is too late to intervene.

CCMRI™ is the only proactive, real-time case-management platform in Texas. It imports current-year student assessment data (and predicts readiness early using middle-school MAP scores), organizes counselor case management using a gamified balanced-draft system (preventing counseling gaps), and provides administrators with a live "2031 Framework Switcher" to model and protect future campus ratings today.

03 Statutory Basis (TEC § 44.031)

Under Texas law, school district contracts valued at $50,000 or more in the aggregate for each 12-month period must be procured through competitive bidding methods, such as Request for Proposals (RFP) or competitive sealed proposals, pursuant to Texas Education Code (TEC) § 44.031(a).

However, TEC § 44.031(j) provides a strict statutory exception to these competitive bidding requirements for items that are available from only one source:

The procurement of CCMRI™ qualifies for the sole-source exemption under TEC § 44.031(j)(1) because competitive products are legally and technologically precluded due to the existence of a pending utility patent, registered copyrights, active trademarks, and proprietary secret processes.

04 Ownership and Distribution

The CCMRI™ software application, including all intellectual property assets, proprietary source code, design systems, and mathematical algorithms, is owned directly by TXCCMRI, LLC, a Texas limited liability company with principal offices located in San Antonio, Texas. TXCCMRI, LLC is the sole operating entity, direct developer, and licensing authority for the CCMRI™ platform. No other entity, holding company, or third-party licensee operates the public SaaS platform or contracts with Texas school districts.

05 IP Registrations & Filings

The sole-source status of CCMRI™ is secured by the following official filings with the United States Patent and Trademark Office (USPTO) and the United States Copyright Office, owned by and assigned to TXCCMRI, LLC:

06 Proprietary Features & Algorithms

CCMRI™ contains 10 distinct, proprietary innovations integrated into a single platform. These features constitute "secret processes" under TEC § 44.031(j)(1) and cannot be legally or technologically replicated by any other system:

Innovation 1: Multi-Pathway Gap Scoring & Normalization

The system utilizes a proprietary algorithm to normalize assessment scales across SAT (200-800), ACT (1-36), and TSIA2. Gaps are converted using a scale-matching factor to identify the pathway through which a student is closest to clearing CCMR. Students are categorized into five distinct readiness tiers (Layup, Contender, Project, Diamond in Rough, and Hail Mary) to guide counselors and teachers.

Innovation 2: Gamified Case Management via Snake Draft

CAS caseload distribution is gamified through a fantasy-sports-style draft board. It enforces a strict Balanced Roster Constraint, requiring each team manager (educator) to draft at least one student from each of the five difficulty tiers. This ensures equitable workload distribution and guarantees that difficult student demographics (Tiers 4 & 5) receive targeted intervention.

Innovation 3: 3-Year Compounding Revenue Projection Engine

The platform models district outcomes bonus funding using research-grounded growth curves (inverse logistic sigmoid curve). It calculates three scenarios: Baseline (no intervention), Proactive tracking (25% capture), and Gamified incentives (35% capture) using exact TEA subpopulation thresholds.

Innovation 4: Dual Accountability Framework Switcher

A native switcher that allows district leadership to toggle between the current TEA CCMR accountability model (where all 11 indicators carry equal weight) and the upcoming 2031 Differential Weighting Model (enacted under HB 8, separating indicators into 3-point, 2-point, and 1-point tiers). It recomputes student scoring, draft tiers, and revenue in real-time, allowing retroactive analysis on historical classes.

Innovation 5: "What Could Have Been" Historical Revenue Report

Processes historical student records through the gap scoring engine to identify the top 100 "near-miss" graduates who missed CCMR by a small margin. It applies actual demographic multipliers (2.0x for EcoDis, 3.0x for SPED, 4.0x for both) and conservative tier-based conversion rates to calculate exactly how much funding the district left behind.

Innovation 6: Educational Grant Allocation Ledger

To bypass district payroll constraints and union friction, the platform manages rank-based teacher allocations and routes the reward portion to CCMRI's internal 501(c)(3) non-profit entity to distribute direct, tax-exempt Educational Grants to top-performing educators.

Innovation 7: Integrated P-TECH Application Portal & Lottery

A performance-blind application portal for P-TECH programs. Includes a weighted random lottery selector applying demographic multipliers to maintain Access Outcome-Based Measure (OBM) parity, alongside a cohort OBM Attainment/Achievement compliance scorecard.

Innovation 8: CTE Pathway Completion Tracker

Maps course transcripts against 8-digit PEIMS codes to automatically determine student status as CTE Participant, Concentrator (2+ credits in study), or Completer (4+ credits including a Level 3/4 course) to verify CCMR eligibility.

Innovation 9: Hierarchical IBC Voucher & Site License Manager

A multi-role flow (Admin → Teacher → Student) managing Industry-Based Certification voucher codes, tracking exam utilization, and maintaining secure student uploads of earned certificates as evidence for audits.

Innovation 10: Multi-Source Unified Normalizer Adapter

Direct integration with five distinct data sources: manual CSV uploads, SFTP automated dumps, Clever API, ClassLink OneRoster API, and direct Ed-Fi Operational Data Store (ODS) connections, normalising all shapes into a standardized student record.

07 Competitor Comparison Matrix (CCMRI vs. Everyone)

While school districts utilize standard student information systems or career planning software, no other product provides the predictive, real-time case management or financial recovery capabilities of CCMRI™. The following matrix details how CCMRI™ compares to standard compliance and reporting applications:

08 Exclusivity of Distribution

In addition to technological exclusivity, CCMRI™ is subject to strict distribution controls:

• The software is licensed exclusively as a Cloud Software-as-a-Service (SaaS) application directly by the operating S-Corporation counterparty.
• TXCCMRI, LLC does not sell licenses through third-party catalog resellers, software resellers, or educational service centers (ESCs).
• There is no distributor network; purchasing must occur directly from TXCCMRI, LLC.
• Consequently, price competition is impossible because there is only one source from which the product can be legally licensed and supported.

09 Procurement Instructions for Texas Districts

To procure CCMRI™ under the sole-source exemption, district purchasing officers should execute the following steps:

1. Verify Eligibility: Ensure the district requires the unique capabilities described in Section 6 (e.g., proactive gap scoring, fantasy draft case management, 2031 modeling, or incentive ledgers).
2. Obtain the Sole Source Affidavit: Download the pre-signed and review-ready Texas K-12 Sole Source Affidavit or contact procurement@txccmri.com to request a customized, notarized affidavit for your board cycle.
3. Prepare Board Agenda Item: For contracts exceeding $50,000, present the sole-source justification to the Board of Trustees for formal approval, citing Texas Education Code § 44.031(j)(1).
4. Execute Contract: Sign the Standard Data Processing Agreement (DPA) and service contract directly with TXCCMRI, LLC to deploy the platform.