Law firms, medical practices, and other professional services companies are adopting AI quickly — but most lack the internal expertise to evaluate, implement, and govern AI systems responsibly. MJF Ventures AI Integration Services exists to fill that gap with sector-specific delivery, not generic strategy decks.
Who we serve
Our primary buyers are firm owners, partners, and practice managers who need:
- Attorney-client privilege–aware AI for law firms
- HIPAA-conscious workflows for medical practices
- Production automations with audit trails, not ChatGPT experiments
We serve clients across the United States, with many engagements delivered remotely.
What we deliver
AI workflow automation
Custom pipelines connect your CRM, document management, practice management, or EHR systems to LLM inference — with human review at critical checkpoints. Example: new client intake classified by matter type, routed to the right attorney group, and logged in your practice system automatically.
RAG systems (retrieval-augmented generation)
Staff query internal document libraries in natural language and receive cited answers from your actual files — with separate vector storage per client for data isolation and on-premise embedding generation when data cannot leave your environment.
Document processing at scale
Batch extraction, summarization, and classification for contract portfolios, due diligence productions, or medical record review — outputting structured data your team can verify.
Our infrastructure advantage
MJF Ventures operates dedicated AI inference hardware running Ollama and LiteLLM. Clients with privileged or PHI data do not pay a separate infrastructure line item; capacity is factored into project pricing and delivered as part of scope. That is a meaningful differentiator versus consultancies that only resell cloud API tokens.
Governance built in
Every production automation we deploy can integrate with Automation Governor — our AI governance platform — for approval workflows, anomaly detection, and exportable audit trails. Professional services firms under regulatory or client scrutiny need to show oversight, not just throughput.
Minimum engagement: $5,000 project-based, with optional support retainers.
Interested in a pilot? Contact us for a confidential scoping conversation.