Engineering Consulting,
Amplified by AI

Software engineering, data analysis, IT forensics, infrastructure, and more. One engineer with AI tools delivering the output of a team — faster and at a fraction of the cost.

What We Do

Broad technical consulting for businesses, law firms, and startups. AI-augmented workflows let one engineer cover ground that used to take a team.

Software Engineering & Automation

Custom tools, data pipelines, integrations, and scripts. Turn manual processes into automated workflows that save hours every week.

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Data Analysis & Business Intelligence

Financial modeling, reporting dashboards, large-scale data processing. Make sense of your data and turn it into actionable decisions.

Infrastructure & DevOps

Linux administration, cloud architecture, CI/CD pipelines, monitoring, and security hardening. Keep your systems running smoothly.

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AI/ML Consulting

LLM integration, RAG systems, automation workflows. Practical AI that solves real business problems — not science projects.

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Litigation Support & Expert Witness

Document review, source code forensics, contract analysis, and expert reports filed under Daubert standards. From terabytes of raw data to court-ready deliverables — with automated quality verification on every document.

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Technical Due Diligence

Pre-acquisition code audits, software asset valuation, architecture assessments, open source license compliance. Fast turnaround for deal timelines.

How It Works

Simple, transparent process from first call to final deliverable.

1

Tell Us What You Need

Describe your project, data set, or analysis requirements. Free 30-minute consultation to scope the work and give you a clear estimate.

2

We Analyze Your Data

Using advanced AI tools and deep technical expertise, we process your documents, source code, or data — typically 10x faster than traditional approaches.

3

Get Verified Results

Every deliverable passes through automated quality verification before it ships. Receive clear, well-organized work product ready for legal proceedings, board presentations, or internal decision-making.

Proven Results

A real engagement demonstrating what AI-augmented consulting can deliver.

Case Study

IP Ownership Dispute — 6 TB Corporate Archive to Court-Filed Expert Report

A VC firm needed to establish that their portfolio company — not the customer — owned the intellectual property in a jointly-developed product. The data set included 6 TB of corporate archives spanning 8 years. The work evolved from data analysis into a court-filed expert report and deposition preparation for a federal IP case.

6 TB Data analyzed
336 Git repos reviewed
70+ Reports produced
90 hrs Total time

What we did:

  • Built a 44-million-vector search index across 458,000 files for semantic search of the full archive
  • Performed source code forensics across all 336 repositories (2.9M commits) — confirmed zero customer code contributions
  • Scanned 375,000+ source files for copyright headers and reconstructed 8 years of contract history
  • Reconciled 67 invoices totaling ~$25M in contract payments
  • Prepared a 28-page expert report with 7 exhibits, filed with the court under Daubert standards
  • Every deliverable verified by a 37-prompt automated audit system before shipping

Expert report filed and rated 8.5/10 on substance by lead counsel. Opposing party filed no rebuttal. Deposition and trial preparation underway. This scope of work would typically require a team of 3-5 analysts working 3-6 months, at 10-20x the cost.

About

One engineer, amplified by AI, delivering results that used to require a team.

Gransee Engineering is a solo technical consulting practice founded by Peter Gransee and based in Phoenix, Arizona. We serve clients nationwide.

Peter brings 25 years of hands-on technical experience across software engineering, Linux systems, data analysis, infrastructure, and AI/ML. He's built and run 6 businesses, earned straight A's through his degree, and has worked with everything from embedded firmware to enterprise cloud platforms.

The AI-augmented approach isn't a gimmick — it's the core of the practice. By combining deep technical skills with advanced AI tools (Claude Code, local LLMs, custom analysis pipelines), one person can now deliver work that previously required a team of specialists. That means faster turnaround, lower costs, and direct access to the person actually doing the work.

Every engagement includes a confidentiality agreement. Your data stays secure, and you always know exactly how AI tools are being used in your project.

25+ Years of technical experience
6 Businesses founded
4.0 GPA — straight A's
10x Faster with AI tools

Transparent Pricing

No minimums, no hidden fees, no per-GB charges. You know exactly what you're paying for.

Service Hourly Rate
Document review & analysis $200/hr
Software engineering & automation $200/hr
Source code forensics $225/hr
Expert report preparation $225/hr
Technical due diligence $250/hr
Expert testimony / deposition $350/hr
AI compute costs are itemized separately as a pass-through so you know exactly what you're paying for — no black box. Most engagements, this adds less than 5% to the total cost.

Let's Talk

Describe what you need and we'll get back to you within one business day. Initial 30-minute consultations are always free.

Email
peter@gransee.com
Location
Phoenix, AZ — serving clients nationwide