1Executive value proposition
Modern law firms face an increasingly complex technical landscape across digital assets, blockchain litigation and enterprise artificial intelligence. Traditionally, these matters meant engaging third-party forensic accounting firms, external intelligence vendors or generalist IT consultants — introducing significant fee friction, multi-week delays and communication barriers between technical analysts and litigation partners.
Dr. Andreas Freund provides an integrated, in-house technical advisory model for law firm executive committees, litigation partners, regulatory practice groups and innovation leaders. Senior technical architecture, custom data science and forensic capability sit directly alongside the legal team. That changes four things a firm can measure:
Direct cost savings
$175K–$275K+
Vendor markups, per-matter minimum retainers and data platform surcharges come out of the budget — direct vendor fee savings over a standard annual term.
Operational velocity
Same day – 24 hrs
Turnaround on blockchain transaction tracing, smart contract decompilation and automated daily digests, against one-to-two-week vendor lead times.
High-margin legal tech & AI offerings
New revenue lines
New practice offerings the firm can sell — a rapid-response DeFi incident unit and AI legal identity advisory among them.
Streamlined enterprise AI adoption
Governed by design
Secure, firmwide legal AI pipelines — semantic court dockets, multi-agent intelligence networks — governed by robust risk management frameworks.
2Core capabilities & service pillars
Pillar A
On-chain forensics, smart contract auditing & litigation support
Direct technical investigation and court-admissible evidence preparation for complex blockchain disputes, regulatory enforcement actions and bankruptcies.
- Smart contract decompilation & code-vs.-doc audits
- Rigorous forensic evaluation comparing GitHub source code, commit histories and signing paths against marketing representations and whitepapers — for example, court-filed declarations in major cross-chain bankruptcy litigation.
- Custom forensic scripting & insider trading detection
- Custom programmatic scripts run across chains to detect fraudulent trading activity, suspicious wallet clusters, front-running, sandwiching and Key Opinion Leader (KOL) insider trading across decentralized exchanges.
- Automated tracking & daily digests
- Custom analytics pipelines and automated data scraping deliver daily suspicious activity reports and real-time transaction tracking — for example, daily token reallocation digests in active federal litigation.
- Court-admissible declarations
- Direct authorship of technical fact declarations and expert witness preparation, in close collaboration with litigation partners.
Pillar B
Institutional digital asset architecture & public policy
Strategic technical architecture and legislative analysis for digital asset issuers, protocol foundations and financial institution clients.
- Interactive statutory visualization
- Interactive policy tools — such as searchable visualizations built by node-graph parsing of the 600+ page Digital Asset Market Clarity Act.
- Compliant protocol design
- Reference architectures for next-generation digital assets, including ERC-4337 yield-bearing stablecoins and zero-knowledge proof of reserve (zk-PoR) frameworks.
- Infrastructure & app-chain migration
- Technical evaluation of Layer-2 scaling solutions, app-chain migrations and DAO treasury security governance.
Pillar C
Firmwide legal AI & agentic workflows
End-to-end technical strategy, architecture and deployment of enterprise generative AI and autonomous agent frameworks for law firm operations.
- Agentic docket & semantic search
- Custom legal search pipelines on self-hosted ModernBERT embeddings and OpenSearch vector databases for real-time federal court docket tracking — for example, PACER semantic search.
- Enterprise LLM deployment
- Security, VDI infrastructure and rollout roadmaps for enterprise AI platforms such as Anthropic's Claude for Legal.
- Multi-agent intelligence networks
- Agentic Unified Signal Intelligence (A-USI) networks integrated into, for example, a firm's document management system for pre-briefings and regulatory monitoring.
- AI governance & risk management
- AI Steering Committees, model risk management (MRM) protocols and GenAI model validation standards for regulated financial environments.
Pillar D
Legal-technical client offerings
Co-developed, client-facing practice lines that combine legal counsel with embedded technical execution.
- DeFi exploit emergency response unit
- An integrated legal-technical retainer providing immediate regulatory triage, smart contract pausing analysis and multi-chain fund tracing during protocol hacks.
- “Know Your Agent” (KYA) practice group
- Legal and technical advisory on autonomous AI agent legal identity, contractual enforceability and AML/sanctions compliance.
3Practice benchmarks & representative engagements
Based on anonymized, aggregated data from senior advisory work with premier AmLaw 100 digital asset and legal tech practice groups across 15+ active matters, embedding senior technical advisory yields clear benchmarks.
| Measure | Embedded advisory | Compared with |
|---|---|---|
| Effective hourly spend | 30–50% lower | External forensic vendor rates |
| Upfront capital lockup | $0 | Per-matter vendor retainers |
| Data platform surcharges | Eliminated | Software pass-through costs, replaced by custom scripting |
| Forensic turnaround | Same day – 24 hrs | One-to-two-week vendor lead times |
| Total term savings | $175K–$275K+ | Direct savings over a 12-month term |
Vendor rate and retainer detail is available on request — email for the full cost comparison.
Representative engagements
Case studies reference only public court records or published client alerts.
01
Public federal digital asset litigation
Conducted smart contract reallocation analysis and token burn/mint verifications, and established daily transfer digests. Co-authored court-admissible technical fact declarations under tight court deadlines.
02
Solana DEX insider trading investigation
Developed custom Python/Solana forensic scripts to analyze Key Opinion Leader (KOL) wallet activity and insider trading patterns. Identified front-running sequences without requiring external software subscriptions.
03
Cross-chain bankruptcy protocol litigation
Executed code-versus-documentation analysis of GitHub signing paths, prepared formal court declarations, and led expert witness preparation.
04
Public policy & thought leadership
Built an OCR pipeline and hosted web interface parsing the 600+ page Digital Asset Market Clarity Act into an interactive node graph — establishing firm thought leadership and serving as an active client acquisition tool.
4Conflict clearance & ethics protocol
Dr. Freund strictly adheres to attorney-client privilege, non-disclosure obligations and legal industry ethics rules.
Client confidentiality
All non-public client representations, internal due diligence and proprietary case details are strictly protected and sanitized. Case studies reference only public court records or published client alerts.
Formal conflict check
Before any advisory engagement or matter-specific assignment, a formal conflict check is conducted against existing representations to ensure zero adverse representation or conflict of interest.
5Engagement models & working structure
I · Firmwide
Monthly advisory retainer
At firmwide or practice-group level: continuous access to technical advisory for litigation scoping, client pitch support, AI Steering Committee participation and public policy tracking.
II · Per matter
Dedicated expert hours
Allocated hours dedicated to active litigation or transactional matters requiring forensic tracing, code audits, data science scripting or court declarations.
III · Joint offering
Rapid incident response retainer
On-call availability for immediate technical response during live protocol exploits, hacks or emergency regulatory freezes.