Byron Malone

Byron Malone is the founder and editor of Bedrocka Tools, the verifiable finance calculator company, and the founder of Bedrocka Ventures, the AI-native holding company that operates Bedrocka Tools alongside other ventures.

Byron's fifteen years of work has been spent at the intersection where business priorities meet operational execution. He's worked alongside companies, operators, founders, and consulting partners — helping them translate strategy into systems through technology adoption, AI automation, and the practical operating practices that actually hold up at scale. The specific work has ranged from technology selection and integration sequencing for growth-stage companies, to designing AI-augmented workflows that turned manual operations into compounding leverage, to sitting in the rooms where business leaders and technical teams figured out what to build, what to buy, and what to leave alone.

That work produced a particular point of view: most operator decisions get made with bad information not because operators don't want better, but because the better information is locked behind credentialed jargon, opaque calculators, or commercial agendas. The calculators on Bedrocka Tools sites are the response to that observation. Open math. Cited sources. Real humans accountable for the work. No credential gates. No buried agendas.

Byron founded Bedrocka Tools in 2026 to build that response systematically. The brand commits to three pillars: every formula is open-source on GitHub under MIT license; every assumption is cited to an authoritative primary source; every page has a real human reviewer with public accountability. The operating model is AI-native by design — agents handle drafting, citation research, and source freshness monitoring, with documented human review at every gate. For regulated YMYL content, Bedrocka Tools commits to review by qualified subject-matter experts before publication.

Byron is not a licensed financial advisor, CPA, or attorney. The calculators on this site are designed to make readers better-informed buyers of professional advice, not a replacement for it — see the disclaimer for the full terms.

Areas of expertise

• Operator finance — cash runway, working capital, break-even analysis, financial planning for SMBs
• Business valuation — DCF, comparables, multiples-based methods for closely-held companies
• SaaS metrics and customer economics — CAC, LTV, payback period, cohort analysis
• Small business lending — SBA programs, term loans, equipment financing, lines of credit
• Technology adoption strategy — selection, sequencing, change management for growth-stage operations
• AI automation — workflow design, agent architecture, human-in-the-loop systems

Calculator categories reviewed

Lending · Operating Finance · Pricing & Margins · Real Estate · Tax & Depreciation

Intellectual anchors

Three thinkers whose published work most directly informs the methodology and framing on this site:

• Paul Graham— Co-founder of Y Combinator and author of “Default Alive or Default Dead?” (paulgraham.com, Oct 2015). Graham's canonical framing of startup cash-flow analysis — the default-alive/default-dead binary, burn multiple as a capital-efficiency signal, and the primacy of headcount in burn modeling — is foundational to the cash-runway and operating-finance calculator methodology on this site.
• David Skok— Author of “SaaS Metrics 2.0” (forentrepreneurs.com, 2012). Skok's definitions of CAC, LTV, LTV:CAC ratio, and CAC payback period are the canonical operator-grade SaaS unit-economics framework. Per Skok: “The best SaaS businesses have a LTV to CAC ratio that is higher than 3, sometimes as high as 7 or 8.” That threshold anchors the customer-economics calculator's tier system.
• Aswath Damodaran— NYU Stern Professor of Finance and author of “Introduction to Valuation” and “Discounted Cash Flow Valuation” (lecture notes, pages.stern.nyu.edu/~adamodar). Damodaran's valuation theory — per his framing: “Every asset has an intrinsic value that can be estimated, based upon its characteristics in terms of cash flows, growth and risk” — underpins the business valuation, real estate, and gross-margin benchmark methodology across this site. His publicly published industry datasets are the primary benchmark source for margin and multiple comparisons.

Editorial process

Bedrocka Tools follows documented editorial standards covering calculator build process, AI transparency, source vetting, update and correction policy, and editorial independence on affiliate relationships. Read more about how the publisher operates → /editorial-standards.

Connect

Email (direct): byron@bedrockatools.com — responds within 3 business days. For general inquiries (legal, privacy, partnerships), use info@bedrockatools.com.

LinkedIn: linkedin.com/in/byronmalone

GitHub: github.com/iByronm

Spotted an error in a calculator? Email us directly or open an issue on the GitHub repository when public. We read every message. Read our editorial standards for the full editorial process, source policy, and correction protocol.