
Recovering system integration costs on the factory floor

Process vs. System Risks
In manufacturing, downtime is the enemy. When your engineers are trying to integrate a state-of-the-art six-axis robot with a 30-year-old legacy stamping press, or designing custom end-of-arm tooling because standard grippers crush a new composite material, they are deep in technological uncertainty.
The problem? The CRA frequently dismisses these massive integration challenges as "routine process optimization" or "standard troubleshooting." Because plant managers naturally document their work in terms of throughput, cycle times, and scrap reduction, the underlying mechanical and software engineering struggles are completely invisible to a tax reviewer.
The Traditional Accounting Disconnect
We recently rescued a claim for a high-volume automotive parts manufacturer. Their previous "Big Four" accounting firm had treated a six-month struggle to automate a complex welding cell as a standard capital equipment installation. The accountants looked at the thousands of dollars in scrapped steel and deformed parts from failed test runs and simply wrote them off as routine production waste. Because they didn't understand kinematics or PLC logic, they forced the lead manufacturing engineers to step away from the floor to write generic tax essays that failed to capture the actual technical bottlenecks. The result was a severely undervalued claim and a highly frustrated engineering team.
Industrial Precision & Frictionless Tracking
We understand that innovation on the factory floor looks very different than in a pristine lab.
- Engineer-to-Engineer Translation: Our specialists speak the language of PLC programming, CNC machining, and mechanical design. We pinpoint exactly where standard equipment setup ended and eligible experimental integration began.
- Background Data Extraction: We don't pull your engineers off the active line. We build the claim by extracting evidence directly from your systems, CAD/CAM iterations, maintenance logs, and scrapped material reports.
- Audit-Proof Architecture: We reframe your cycle-time delays and integration failures into a defensible narrative of technological advancement, securing funding for your next facility upgrade without triggering a CRA audit.
In Practice
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“In the world of high-speed packaging equipment - from sophisticated bottle labellers to precision cappers - the engineering is incredibly dense.

Cross-Industry Intelligence
Your specific R&D requires a specific assessment?
Peer-To-Peer Expertise
Whether you are architecting a cloud database, scaling a bioreactor, or overcoming mechanical failure, we understand your underlying constraints without needing a beginner's explanation.
Background Tracking
We extract the necessary technical artifacts in the background—pulling directly from your Jira tickets, CAD files, lab logs, or test bench reports—keeping your team focused on their actual work.
Audit-Proof Architecture
By aligning your specific investigations and processes directly with CRA criteria, we build bulletproof claims that provide absolute peace of mind.
We help you capture:
What problem you were solving
What problem you were solving
What problem you were solving
Our technical specialists speak your language.
Whether you are architecting a cloud database, scaling a bioreactor, or overcoming mechanical failure, we understand your underlying constraints without needing a beginner's explanation.
What problem you were solving
What problem you were solving
Let’s Assess Your R&D Potential
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