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Get money back from every hour spent on solving problems.

From manufacturing floors to construction sites, LyceumX uses AI agents to uncover eligible R&D tax credits and capture the expertise trapped in your people’s heads, turning hard-won knowledge into a competitive advantage.

See How It Works
Backed by Seven Sigma

Governments pay billions to companies that innovate.

The US and most European countries reward companies that invest in research and development. Yet most companies that qualify never claim it.

  1. 01

    Solving technical problems

    Working out how to make something work when the answer isn't obvious.

  2. 02

    Building new products

    Software, hardware, platforms or processes that didn't exist before.

  3. 03

    Improving how things work

    Making what you have faster, cheaper, more reliable or easier to scale.

What Your Work Could Be Worth

United States

$50–80K

A 5-person startup iterating on its product for a year could turn that work into $50–80K in credits, even pre-revenue, applied against payroll tax instead of income tax.

Greece & the EU

€110K

A Greek manufacturer spending €500K on qualifying R&D could deduct up to €1M from taxable income under Greece's 200% super-deduction, worth roughly €110K in real tax savings at the 22% corporate rate.

Whichever side of the Atlantic you're on, this is money already owed to you. Let's help you claim it.

In partnership with Seven Sigma Innovation

One Continuous Loop: From Engineering Work to Forward-Looking Strategy

Three modules are live in production today; two are shipping next, closing the loop from documentation into strategy.

I. Interview

Engineers talk.
LyceumX documents.

Most R&D goes undocumented because engineers write for operations, not compliance. The Interview agent conducts structured voice and text interviews, extracting qualifying activity that would otherwise go uncaptured.

  • Voice & text interview modes
  • Questions aligned to tax authority criteria
  • Automatic transcript generation & analysis
  • Covers uncertainty, experimentation & qualified purpose
LyceumX · Interview
Describe the main technical challenge your team faced in the coating project. What didn't work as expected?
We couldn't get adhesion above 85°C; we tried several formulations before finding a solution.
That's a strong indicator of qualified uncertainty and experimentation. I've documented this as a core R&D activity.
II. Evaluate

We upload your documents & identify gaps.

The Evaluate agent reads your technical reports, project briefs, and engineer notes, identifies qualifying activities, and generates a structured claim package ready for expert review and submission.

  • Supports PDF, DOCX, and plain text uploads
  • Maps each activity to the four-part R&D test
  • Generates a downloadable, audit-ready DOCX report
  • Expert-validated before submission
LyceumX · Evaluate
I've reviewed your uploaded documents. Found qualifying R&D activity across two project areas. Shall I generate the full claim report?
Yes, and include the DOCX for our tax advisor.
Report generated. Ready for expert review.
Claim Package Ready
Download Report ↓
DOCX · expert review pending
III. Compose

One command.
A complete claim package.

When the evidence is solid, LyceumX composes structured, audit-ready claim documentation: project narratives, DOCX reports, and innovation roadmaps grounded in patent landscape analysis, all expert-validated before submission.

  • Structured project narratives & R&D documentation
  • DOCX claim package ready for expert sign-off
  • Patent landscape analysis & whitespace identification
  • Forward-looking R&D roadmap for next year's claim
LyceumX · Compose
Patent landscape analysis complete for high-temperature polymer coatings. Identified whitespace opportunities. Composing full claim package now.
Claim Package · Ready for Expert Review
📄 Project narratives
📊 Evidence bundle: time allocation + interview transcripts
🗺️ Innovation roadmap: whitespace opportunities identified

IV. Calculate In Progress

Automated financial analysis calculates eligible credits and prepares submission-ready outputs aligned with IRS/GSRI requirements, turning validated documentation directly into filing-ready numbers.

V. Innovate In Progress

Maps your business concepts against patents, startups, and market trends, closing the loop by turning this year's tax credit data into next year's innovation roadmap.

Where Deep Industry Expertise Meets AI.

Legacy consultants are manual and expensive. Horizontal tools assume clean data and software-centric workflows. LyceumX was built for manufacturers where R&D happens on the shop floor, not in a codebase.

CapabilityLegacy ConsultantsHorizontal ToolsLyceumX
Industry-specific training ⬤ Generalist expertise ✗ Software-centric ✓ Manufacturing & industrial
Captures undocumented R&D ⬤ Manual interviews ✗ Requires clean data ✓ Conversational AI extraction
Learns from prior client work ✗ No ✗ No ✓ Built on Seven Sigma track record
Forward-looking innovation roadmap ✗ No ✗ No ✓ Patent landscape + claim history

← Swipe to compare →

Proprietary Data

Seven Sigma Dataset & Audit Practices

Trained on Seven Sigma's accumulated industrial R&D work, a dataset no horizontal tool can replicate.

Extraction Intelligence

Conversational R&D Discovery

Our agents interview your team, read between the lines of existing data, and surface qualifying R&D that would otherwise go uncaptured.

Forward-Looking Value

Innovation Roadmaps from Patent Data

LyceumX generates forward-looking roadmaps grounded in patent landscape analysis, future R&D that is defensible from day one.

Built for R&D Teams, and the Consultancies Who Serve Them

Two ways to bring LyceumX into your workflow, both aligned around the same outcome: turn engineering work into credits today, and strategy tomorrow.

Industrial Manufacturers

Process improvements, custom tooling, novel material applications: qualifying R&D buried in production logs and engineer notebooks. We surface it.

Life Sciences & Biotech

Formulation development, clinical workflows, regulatory-driven iteration: high-value R&D structured into defensible claims.

Contract Manufacturers

Custom engineering work performed for clients often qualifies as your R&D. Most firms never claim it. We identify it across your full project portfolio.

R&D Tax Credit Consultancies

License LyceumX as your own internal platform to serve clients faster, with audit-ready documentation and a forward-looking upsell horizontal tools can't offer.

The Team Behind LyceumX

A founding team uniquely positioned at the intersection of innovation, enterprise, and AI.

Core Team

Nikos Kokkinoplitis

Nikos Kokkinoplitis

Co-founder & Chief Executive Officer
Ex-BCG, Ex-Oracle · Babson College Alum
Deep expertise in innovation, operating models, and R&D Tax Credits.
Efthymios Psaraftis

Efthymios Psaraftis

Co-founder & Chief Product Officer
Ex-J&J, Ex-PepsiCo · HBS MBA Candidate
CPG industry depth and firsthand experience building enterprise products.
Blake Peters

Blake Peters

Chief Tax Officer
Founder, PSTS · 15+ Years of R&D Tax Credit Experience in the US
Fifteen years of hands-on US R&D tax credit practice, grounding the platform's US methodology.

Advisors

Costas Kokkinoplitis

Costas Kokkinoplitis

Founder, Seven Sigma
Former R&D Director, BIC · Former Research & Innovation State Secretary
David Ritter

David Ritter

Senior Advisor, BCG
Former Engineering Director, Oracle · Former CTO, InnoCentive
Ruben Mancha

Ruben Mancha

Associate Professor, Babson College
Innovation & Information Systems

Innovation Expertise

10+ years of innovation consulting, combining Fortune 500 advisory experience with a strong network of innovation leaders.

Proprietary R&D Intelligence

Built on insights from R&D tax firms, leveraging historical submissions and cross-jurisdictional U.S. and EU expertise.

AI & Engineering Excellence

Led by experienced AI/ML engineers, with guidance from senior technology advisors to build scalable, intelligent solutions.

Founder-Led Distribution

Strategic partnerships with leading R&D tax firms and a strong enterprise network accelerate customer acquisition.

See LyceumX on
Your Own R&D Data

Most conversations start with your last completed project. Bring it; we'll show you what LyceumX would have captured.

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