Legal Intelligence Assistants
AI That Understands Your Business
Legal Intelligence Assistants (LIAs) are proprietary AI frameworks trained to apply your foundation data to assist with specific tasks according to your preferences and unique business context.
Our Legal Intelligence Assistants (LIAs) are proprietary AI frameworks trained to apply your Foundation Data to assist with specific tasks according to your preferences and unique business context.
LIAs address the critical “last 10%” of LLM performance: the difference between “pretty good” and “it's like the robot works here.”
LIAs aren't software applications. They're specialized LLM configurations consisting of carefully crafted project instructions and curated project knowledge context that guide commercial LLMs to deliver more accurate and relevant outputs. That means LIAs don’t independently process data (your chosen foundation model does).
If you already have access to a supported foundation model, LIAs can be deployed very rapidly once the foundation data they need is in place.
LIAs that perform tasks involving legal analysis or judgment require legal oversight. For contract redlining, SLI incorporates elements from your Legal Frame, which is developed by our sister company, Vining Legal PLLC, through a joint offering.
Key Benefits
Human-Centered Design: Works with humans in the loop by default, complementing rather than replacing legal judgment
Continuous Context Awareness: Maintains understanding of relevant background and applies your unique preferences in every interaction
Rapid Deployment: Directly deployable with supported foundation models without complex implementation requirements
Stepstone Toward Orchestrated or Agentic Workflows: Easily adapted to work within orchestrated single or multi-agent workflows for more complex legal tasks
LIA Matrix
| LIA | Function | Use Cases | Prerequisites | Availability |
|---|---|---|---|---|
| Scribble | Transcription & Organization | Verbal task descriptions | Foundation Data | Included with Foundation Data |
| Bob | Prompt Builder (General) | Task clarity, prompt refinement, content structure | Foundation Data | Included with Foundation Data |
| Barri | Prompt Builder (Contract Review) | Highly optimized prompts for contract review | Foundation Data + Legal Frame (VL) | Starting at $5,000 |
| Sam | Contract Analysis Assistant | Issues lists and redlines | Foundation Data + Legal Frame (VL) | Starting at $5,000 |
Core LIA Frameworks
Scribble
Context-Aware Transcription & Organization
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Transforms unstructured communications into comprehensive, business-aligned summaries by applying your Foundation Data to interpret context, priorities, and implicit meaning
Understands your business context to identify priorities “out of the box” LLMs might miss
Identifies implicit requirements and missing information to create more complete summaries
Preserve nuance and intent behind communications, not just the explicit content
Serves as an ideal first step in AI workflows, preparing high quality structured input for further LLMs to execute
Creates structured summaries that seamlessly feed into Bob's prompt building capabilities
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Converting verbal instructions into structured documentation that captures both explicit and implicit business requirements
Organizing stream-of-consciousness ideas into coherent project plans and strategies
Interpreting meeting notes through the lens of your business priorities and terminology
Creating foundation documents for other business processes and AI workflows
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Foundation Data only (no Legal Frame required)
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Included with Foundation Data purchase
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Convert a stream-of-consciousness verbal description of a research task into a structured, actionable summary that captures all key requirements and context.
Transform a wide-ranging discussion about service improvements into a structured summary that organizes priorities based on your business objectives, identifies required resources, highlights potential challenges, and creates documentation that keeps everyone aligned—all while maintaining the nuanced context behind key decisions.
Bob
Prompt Builder (General)
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Transforms business requests into highly optimized LLM prompts by integrating your Foundation Data, allowing any LLM to respond with company-specific knowledge and context awareness
Embeds relevant Foundation Data directly into prompts, making any LLM instantly more relevant to your business
Creates prompts that reflect your company's unique terminology, priorities, and objectives
Works seamlessly with Scribble for enhanced workflow (transforming verbal instructions into optimized prompts)
Functions independently with direct input for immediate value
Serves as the bridge between your business context and generic LLM capabilities
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Creating tailored prompts that incorporate your business terminology, objectives, and preferences
Developing specialized instructions for content creation, research, analysis, and problem-solving
Building prompts that make any LLM interaction significantly more relevant to your specific business context
Designing prompt templates for recurring business tasks to ensure consistent, high-quality outputs
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Foundation Data only (no Legal Frame required)
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Included with Foundation Data purchase
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Transform a request like "We need content about our new service" into a comprehensive prompt that includes your specific service features, target audience characteristics, brand voice, and business objectives, yielding outputs that feel custom-crafted for your organization rather than generic AI responses.
Barri*
Contract Review Prompt Builder
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Transforms legal positions and risk tolerances into comprehensive, structured contract review prompts by applying your Foundation Data + Legal Frame to create consistent, context-aware review instructions for any contract type
Creating consistent review instructions for specialized contract types
Translating legal positions into actionable review protocols
Enabling efficient AI-powered contract analysis
Standardizing review approaches across your organization
Embedding negotiation preferences into automated review workflows
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Standardizing contract review processes across team members or business units
Creating reusable review templates that preserve institutional knowledge
Ensuring consistent application of risk tolerance and negotiation preferences
Scaling legal operations without sacrificing quality or consistency
Training new team members on contract review methodology
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Foundation Data + Legal Frame, legal oversight
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Flat fee option starting at $5,000
Pricing may vary based on complexity and scope
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Transforms a basic instruction like "review this contract" into comprehensive, context-aware review protocols that guide LLMs through provisions in risk-priority order, incorporating your specific legal positions, preferred alternative language, and clear negotiation parameters.
Sam*
Contract Analysis & Negotiation Specialist
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Executes detailed contract review instructions to produce redlines, issues lists, and analysis that implement legal positions and risk tolerances from your Foundation Data + Legal Frame
Performs “first pass” contract analysis and risk assessment based on your specific risk tolerance and negotiation strategy
Implements a methodical, structured review process prioritized by risk level
Provides business-justified explanations for each recommended change
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Scaling contract review capacity with improved quality and consistency
Accelerating routine contract review while maintaining attention to critical issues
Standardizing analysis and redlining practices across your organization
Freeing legal professionals to focus on strategic matters rather than routine review
Creating consistent contract documentation that captures institutional reasoning
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Foundation Data + Legal Frame, legal oversight
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Flat fee option starting at $5,000
Pricing may vary based on complexity and scope
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Automate first-pass review of new contracts, including calibrated redlines and a detailed issues list, with each change supported by clear business rationales tied to your specific legal positions and risk profile.
*Requires Legal Frame from Vining Legal PLLC.
Foundation Data Added Value
Your Foundation Data purchase includes both Scribble and Bob, providing exceptional value:
Scribble transforms verbal instructions and unstructured notes into organized task descriptions
Bob refines these descriptions (or any input) into optimized prompts for any LLM
Together, they create a powerful workflow for capturing, organizing, and executing tasks with maximum clarity and effectiveness
This combination ensures you get immediate, tangible value from your Foundation Data investment, with the ability to upgrade to specialized assistants like Barri and Sam as your needs evolve.
Foundation Data Requirements
LIAs are built using our modular Foundation Data approach:
Core Foundation Package: Essential business context through 10 key data points that provides the foundation for basic LIA functionality
Use-Case Extensions: Specialized extensions that build on your Core Foundation for specific use cases, such as contract redlining
For specialized legal tasks involving legal analysis or judgment, LIAs like Barri (Contract Prompt Builder) and Sam (Contract Analyst) incorporate elements from your Legal Frame, which is developed by our sister company, Vining Legal PLLC, through a joint offering.
Bob and Scribble can operate with just your Foundation Data, making them excellent standalone starting points.
Important Notes
While we retain ownership of our proprietary LIA frameworks and methodology, your data is (and remains) yours. We make no claim to any customer-specific data you ask us to incorporate into your LIAs to align them with your needs and preferences.
All LIAs include a 30-day limited professional services warranty with up to 5 hours of support during that period.
LIA Implementation Pathway
Many clients find success with this progressive implementation approach:
Start with Foundation Data which includes both Bob and Scribble, providing immediate prompt engineering and organization capabilities
Add specialized LIAs like Barri and Sam for legal-specific tasks as needs evolve
Explore Workflow Orchestration to connect multiple LIAs into seamless workflows
This incremental approach provides immediate value while building toward more sophisticated implementations.
Maximize your investment
Our Legal Intelligence Assistants can be combined into human-supervised workflows where multiple assistants tackle complex tasks as part of a team.
Ready to build robots that understand your business?
Schedule a 30-minute discovery demo to identify the right LIAs for your team.