Swanson Reed | Specialist R&D Tax Advisors

What Swanson Reed | Specialist R&D Tax Advisors does

Swanson Reed, founded in 1984 as Reed & Co. by J.W. Norris, is a privately held U.S. specialist R&D tax credit advisory firm headquartered in Fort Worth, Texas, that exclusively prepares and defends federal and state R&D tax credit claims. The firm files over 1,500 R&D tax credit submissions per year, employs 51-100 staff, and operates across all 50 U.S. states via dedicated state-specific teams and local phone numbers, with additional international coverage through swansonreed.org across the Americas, Europe, Asia, Oceania, and Africa.

Its core technology stack comprises three proprietary assets: TaxTrex, an AI language model that prepares R&D tax credit claims in under 90 minutes by automating Qualified Research Expense (QRE) tracking and documentation; creditARMOR, an AI-driven audit risk management and insurance platform covering CPA, tax attorney, and specialist consultant defense fees; and inventionINDEX, a trademarked macroeconomic tracker correlating patent filing volumes with GDP across U.S. states and countries. Every claim is processed through a proprietary Six-Eye Review methodology involving a Qualified Engineer, a Scientist, and an Enrolled Agent or CPA, and the firm is IRS-approved for Continuing Education, NASBA-certified, and ISO31000/ISO27001 compliant.

The business model combines professional services (R&D tax credit preparation, audit defense, refundable credits for startups) billed at $195-$395 per hour with subscription-based DIY software (TaxTrex), insurance revenue (creditARMOR), and non-dilutive funding products (Grant Ninja). Go-to-market blends daily CPE-accredited webinars for CPAs and CFPs, free online tools (calculators, eligibility checkers), 25+ industry-specific content hubs, and direct enterprise sales via a national toll-free line. Customer segments are primarily SMBs and startups engaged in qualifying R&D activity across verticals ranging from software/AI and biotech to manufacturing, oil/gas, agriculture, and pharmaceuticals, with CPAs and Enrolled Agents functioning as a referral channel.

Name

Swanson Reed | Specialist R&D Tax Advisors

Legal name

Swanson Reed

Website

https://swansonreed.com

Company type

Private

Founded year

1984

Operating status

Operating

Headcount range

51–100 employees

Short description

Swanson Reed is a privately held U.S. R&D tax credit advisory firm that exclusively prepares and defends federal and state R&D tax credit claims for SMBs, startups, and CPA partners across all 50 U.S. states, using proprietary AI tools (TaxTrex, creditARMOR) and a six-eye review methodology.

Ownership category

akta.pro rank

Headquarters

HQ city

Fort Worth

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations

Revenue model

1. R&D Tax Credit Preparation Services: Professional consulting fees for preparing R&D tax credit claims for federal and state filings. Charged at hourly rates or fixed/success fees in special circumstances.
2. Audit Defense and Advisory Services: IRS and state audit advisory services with creditARMOR insurance product covering defense expenses.
3. DIY Software Licensing: TaxTrex AI software enables clients to prepare claims independently with automated QRE tracking.

Pricing tiers

Go-to-market motion3 records

Distribution channels2 records

Marketing channels7 records

Core offering

Swanson Reed exclusively prepares R&D tax credit claims for federal and state filings, supporting clients across all 50 US states and global markets. Its core deliverables include R&D tax credit preparation services, audit defense and advisory, R&D audit insurance (creditARMOR), and proprietary AI software (TaxTrex) that automates claim preparation in under 90 minutes. The firm also provides DIY R&D credit software, refundable R&D tax credit services for startups, and R&D tax credit loans for non-dilutive funding.

Product overview

Swanson Reed exclusively provides R&D tax credit services through a portfolio of proprietary AI-powered products and professional advisory services. The core offerings include TaxTrex (AI language model for claim preparation in 90 minutes), creditARMOR (AI-driven audit risk management), and inventionINDEX (proprietary macroeconomic innovation tracking metric). These are supported by DIY R&D Credit Software for self-service claims, comprehensive R&D Tax Credit Preparation services, Audit Defence and Advisory, R&D Audit Insurance, Refundable R&D Tax Credit Services for startups, R&D Tax Credit Loans, and Global R&D Tax Credit Services spanning all 50 US states and international markets.

Differentiator

Problem solved

Functional benefit

Brands

• inventionINDEX: Proprietary macroeconomic tracking tool designed to measure the health and trajectory of the global innovation economy by aggregating patent data and correlating it with GDP metrics
• TaxTrex
• creditARMOR
• Grant Ninja Funding

Products and services

• TaxTrex Proprietary AI language model that prepares R&D tax credit claims in under 90 minutes, automating Qualified Research Expense tracking and streamlining internal compliance for federal and state filings. Used by businesses and accountants to accelerate R&D tax credit preparation.
• creditARMOR AI-driven R&D tax credit audit risk management and insurance platform that mitigates audit exposure by covering defense expenses including CPA, tax attorney, and specialist consultant fees during IRS or state R&D audits.
• inventionINDEX Proprietary macroeconomic tracking tool that measures innovation output by comparing GDP growth with patent production growth across US states and countries, providing insights into the innovation economy for policymakers and corporate leaders.
• R&D Tax Credit Preparation Core advisory service preparing R&D tax credit claims for federal and state filings across all 50 US states, managing documentation, QRE substantiation, and filing for SMBs and innovation-driven businesses.
• Audit Defence and Advisory IRS and state audit advisory services to defend R&D tax credit claims, including support from qualified engineers, scientists, and enrolled agents or CPAs.
• R&D Audit Insurance Insurance product that covers defense expenses including CPA, tax attorney, and specialist consultant fees during R&D tax credit audits, delivered through the creditARMOR platform.
• Refundable R&D Tax Credit Services Specialized services for startups to access refundable R&D tax credits, including non-dilutive tax credit funding solutions tailored to early-stage companies without taxable income.
• R&D Tax Credit Loans Funding solutions that provide advances on R&D tax credit claims for eligible businesses, delivered under the Grant Ninja Funding brand.
• Global R&D Tax Credit Services Advisory services covering R&D tax credits across the Americas, Europe, Asia, Oceania, and Africa through the global Swanson Reed network, with expertise in ATO (Australia), SR&ED (Canada), IRC Section 41 (USA), and R&D Tax Relief (HMRC).

Quantifiable outcome

• TaxTrex prepares R&D tax credit claims in 90 minutes
• +1 more outcomes

Named customers5 records

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability5 records

Feature4 records

Scale indicators4 records

Recent moves6 records

Expansion highlights5 records

Direct peers

• Ryan, LLC: Large tax services and consulting firm with a significant R&D tax credit practice; competes head-to-head with Swanson Reed for specialty R&D credit work while also offering broader tax advisory.
• Withum: Accounting and advisory firm with an R&D tax credit specialty practice serving similar technology, life sciences, and manufacturing clients with comparable service depth.
• KBKG: Specialist R&D tax credit advisory firm directly competing with Swanson Reed in the same niche with similar full-service R&D credit preparation, audit defense, and software offerings.
• Eide Bailly: Regional accounting and advisory firm with a meaningful R&D tax credit practice serving similar SMB clients across manufacturing, software, and other innovation-driven industries.
• Cherry Bekaert: Accounting and advisory firm with a strong R&D tax credit practice serving comparable mid-market and innovation-driven clients across industries like manufacturing, software, and life sciences.
• Alliant Group: Specialist tax credit advisory firm historically focused on R&D tax credits and other federal credits, with a similar focused business model targeting innovation-driven SMB and mid-market clients.

Broad incumbents

• BDO USA: Major national accounting firm offering R&D tax credit services as part of its broader tax practice, with greater resources and cross-sell capability but less specialist focus than Swanson Reed.
• Deloitte: Big 4 firm with a large R&D tax credit advisory practice, competing for higher-end R&D engagements with substantially greater resources, brand, and cross-sell capability than specialist firms.
• Marcum LLP: Top-20 national accounting firm with an R&D tax credit practice serving mid-market clients, overlapping with Swanson Reed on specialty R&D credit engagements while offering broader services.
• RSM US: Top mid-market accounting firm with an established R&D tax credit specialty practice serving similar SMB and mid-market clients across multiple industries.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/swansonreed
• YouTubeyoutube.com/@swansonreedunitedstates8916/featured
• LinkedInlinkedin.com/company/swansonreed

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Subsidiaries3 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Swanson Reed | Specialist R&D Tax Advisors