Strategic due diligence for a high-growth digital asset

The Mission

(we chose to accept it)

Validating the acquisition thesis

An acquisition company client has long term expertise in investing and development projects. They identified a high-adoption mobile platform acquisition target in the booming team sports market. With millions of active users across thousands of groups nationally, the multi-platform asset showed immense strategic potential. However, the platform had seen minimal technical investment for years, which meant potential risk that would need to be assessed.

To move forward, the acquisition company needed more than a standard code review. They needed to validate their acquisition thesis:

Could the neglected infrastructure be optimized to immediately improve the platform’s earning potential?
Did the data support the hypothesized upside in digital advertising revenue?
Were there any "technical landmines" (security or licensing) that could derail the deal?

Test Double was engaged to interrogate 7 million lines of code and a decade of user data, to form a clear Go/No-Go investment analysis.

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The Fix

Beyond the codebase

Test Double deployed a multidisciplinary team—a product strategist, an infrastructure lead, and a principal engineer—to conduct an intensive five-week assessment. We functioned as a strategic partner to the acquisition company, evaluating the investment gap between current technical reality and financial objectives.

The due diligence assessment included two core areas for investigation:

We treated the platform's codebase as a physical asset, inspecting for deferred maintenance and structural risks as part of the technical integrity and liability assessment.
We employed advanced data analysis to see if the user story matched the financial story for the growth strategy

Great Software

Comprehensive inspection: Evaluated four distinct codebases and 7 million lines of code to quantify technical debt
Infrastructure audit: Analyzed 1TB of data and current cloud spend to identify immediate efficiencies
Security & compliance: Rigorous review of security hygiene and licensing (including GPL-3 compliance) to ensure intellectual property was clean for transfer
Remediation roadmap: Fix-now list of critical security vulnerabilities to be addressed as a condition of the sale

Great Teams

User segmentation: Analyzed behavioral patterns across millions of interactions, identifying high-utilization sports segments to inform a potential acquisition price
Revenue validation: Audited existing ad stack, underperforming at a sub-50% fill rate, and modeled a path to increase ad yield by 2-4x through modern optimization and UX improvements
Strategic alignment: Translated technical findings into contextual "real estate” framing for stakeholders, detailing liability exposure and opportunities for asset appreciation

CONSULTANTS

Tech & Techniques

Product strategy
Product discovery
Technical architecture
Infrastructure
Security assessment

The Results

Buy with conditions recommendation

Test Double’s analysis transformed a speculative gut feel into a data-backed investment decision to purchase and remediate the assets. We validated that the fundamentals were sound, while providing the necessary confidence for final negotiations with a comprehensive due diligence assessment. A comprehensive technical analysis produced a software bill of materials and license report documenting all code dependencies and IP rights, clarifying what assets would be transferred in an acquisition and providing post-close remediation guidance.

Thorough technical analysis & remediation recommendations: Cross-platform inspection of architecture, infrastructure, security posture, licensing compliance, and dependency health
Forward-looking evaluation of product, marketing, and market evaluation: Prioritized feature updates relating to strategic direction and based on voice-of-customer research and evaluated digital marketing efficacy and competitive landscape
Decision confidence with “Buy with Conditions”: Delivered comprehensive decision memo, providing specific gate-check for critical security remediations prior to closing
Identified potential $60–100k in annual savings: Mapped out achievable ≥30% reduction in infrastructure costs through AWS right-sizing and modernization—for immediate potential boost to asset valuation
Quantified growth potential: Confirmed platform scalability to support millions of additional users and a 90-180 day roadmap for stabilization and growth
Risk mitigation: Cataloged and prioritized technical debt, allowing buyer to factor "repair costs" into final deal mechanics