From Raw Engineering Data to a
Six-Figure R&D Credit

How Eagle Advisory Partners turned thousands of scattered technical records into an audit-ready research credit study — while asking for less than eight hours of the client’s time.

The Client

The client is a software-development company that builds consumer-facing products serving the professional and amateur sports world. Its teams ship and continuously refine technically demanding software, working at the pace of a fast-moving product organization.

Like many high-velocity engineering teams, the company was performing serious, novel technical work every day — and capturing almost none of it in the form a tax authority would expect to see. It had never claimed the federal or state research credit.

The Challenge

  • A first-time claimant with substantial qualifying activity buried inside code repositories, engineering chat, and contractor work — and no centralized R&D documentation.
  • A hard statutory deadline driving the engagement, with a tax filing window that left no room to slip.
  • A pass-through partnership structure with multiple owners and a mid-year equity change, complicating how the credit would ultimately be used.
  • A lean leadership team with no spare capacity for a documentation-heavy, months-long process.

The brief was clear: capture every dollar of credit the company had legitimately earned, build it to withstand examination, and do it without grinding the founders’ calendars to a halt.

The Eagle Advisory Approach

We ran the study end-to-end as a single, structured workflow — from raw evidence to the audit-ready deliverables — so the client never had to assemble, interpret, or organize their own technical history.

  • Scoping and four-part-test framing. We mapped the company’s work into eight discrete technical projects within three separate development pillars; each were tested against the §41 four-part test for qualified research.
  • Large-scale evidence ingestion. We pulled the company’s actual development record — code history, engineering discussion, financial systems, and contractor agreements — directly from source rather than relying on after-the-fact recollection.
  • Targeted technical interviews. Short, focused conversations with the people doing the work confirmed allocations and surfaced the experimentation, dead ends, and uncertainty that define real research.
  • Contemporaneous evidence index. Every qualifying activity was tied to dated, primary-source proof in a single master index — the backbone of an audit-defensible file.
  • Financial modeling and credit calculation. We built the full ASC (14%) model — wages, contractor costs under the 65% rule, and supplies — with each line independently substantiated.

Distilling the Data

The hardest part of an R&D study is rarely the math — it is finding the signals inside an enormous, disparate operational record of raw data. We reviewed and reconciled the company’s massive technical footprint, then distilled it into one clean, defensible package.

0
pull requests reviewed across the engineering organization
0
code commits analyzed and tied to research activity
0
Slack messages mined for contemporaneous evidence
0
source documents financial, legal, and technical

Built to Withstand Scrutiny

Volume alone does not survive an audit — precision does. Every figure in the study traces to a primary source, and every claim is reconciled against the contemporaneous record.

  • Each qualifying activity is anchored to dated evidence — specific commits, pull requests, messages, invoices, and agreements — not generalized narrative.
  • Code history and quoted statements were verified against ground truth, with no reliance on paraphrase or reconstruction.
  • Wages, contractor expenses, and supplies were substantiated line by line, with the §41(b)(3) 65% rule applied to qualifying contractor costs.
  • Just as important, we documented what did not qualify — excluding non-qualifying wages, legal fees, commercial-use equipment, and reimbursed third-party hardware — so the claim reflects only defensible expense.

The discipline of a strong R&D study shows as much in what it excludes as in what it claims. A study that survives examination is one where every number has a source behind it.

A Lighter Lift for the Client

Total leadership time required: under eight hours.

We handled ingestion, reconciliation, interviewing, drafting, and modeling end-to-end. The client’s involvement was limited to providing the raw data, participating in six short stakeholder interviews and a handful of confirmations on judgment calls. There were no data-entry assignments, no documentation homework, and no months of back-and-forth — the founders stayed focused on building their business while the credit study ran in parallel.

The Results

Eagle Advisory Partners identified and substantiated more than $577,000 in qualified research expenses, supporting a combined federal and state research credit of more than $124,000 — captured for a company that had never claimed it before.

  • More than $577,000 in qualified research expenses, fully documented.
  • Approximately $77,500 in federal credit under the ASC method.
  • Approximately $47,200 in state research credit.
  • A complete, audit-defensible documentation package: project narratives, eight technical case studies, a contemporaneous evidence index, and a supporting financial model.

Building for What Comes Next…

A great R&D study is not a one-time refund — it is the start of a repeatable advantage. We delivered the client more than a credit:

  • We established a documentation framework the company can carry forward, making each future year’s study faster, cheaper, and stronger as its research scales.
  • We gave leadership a clear understanding of the research credit as a recurring strategic asset — not a once-a-year scramble, but a permanent part of how they fund innovation.
  • We handed the client’s CPA a filing-ready package — a clean Form 6765 instruction workbook and state-credit figures, a fully reconciled QRE model, and the audit-defensible substantiation behind every number — so they could complete the return on time and focus on what they do best.

Think your company is leaving R&D credits on the table?

Eagle Advisory Partners builds research credit studies that capture every defensible dollar — and withstand the most discerning review. Let’s talk.