AI for Contracts,
Without the
Guesswork
Legal teams are under increasing pressure to deploy and integrate AI-based contract lifecycle management systems, and to do it in a way that actually works. The hard part is figuring out which tools are right for your contracts, how to validate their performance, and how to embed them into the way your team already operates. That is where Legalpeople comes in.
PRACTICAL, VALIDATED, SCALABLE
Built by Practitioners
Our Contracts Management and AI Advisory team works alongside your in-house legal, operations, and technology stakeholders to identify, test, and implement the right contract AI software for your organization. We are vendor-neutral, fluent in the leading platforms, and grounded in the same attorney-led review discipline that powers every Contracts Insights engagement. The same attorney-led methodology that powers our Managed Document Review engagements is the foundation of every AI advisory engagement we run.
The result is AI that produces trusted data, integrates into existing workflows, and scales across your contract population without requiring your team to rebuild processes around the technology.
Why Legal Teams Choose Us
Three Reasons This Works
We Have Already Done the Validation Work
Legalpeople has tested the leading contract AI platforms across thousands of agreements and dozens of field types. We bring documented benchmarks, output-grading methodology, and a Golden Data Model that defines the standard for decision-ready output before any software selection begins.
We Are Software-Agnostic
We do not resell software and we have no preferred platform to recommend. Our guidance is based entirely on how software performs against your use cases, your data, and your team’s workflow.
We Don't Just Advise. We Execute.
We stay through implementation, prompt optimization, and human validation, so the software you select actually delivers value once it is live. Recommendations without execution rarely produce the outcomes teams need.
What We Do
Three Core Capabilities
AI Software Selection and Evaluation
- Vendor interface management, including coordinated demos and reference checks
- Hands-on software evaluation against your specific contract use cases
- Sample-set output validation and grading to confirm performance in your environment
- Comparative scorecards and procurement-ready recommendations
Implementation and Workflow Integration
- Workflow design that embeds AI into how your legal team already operates
- Systematic output evaluation feeding into prompt and configuration optimization
- Change management support for legal operations and end-user attorneys
- Defensibility checkpoints so AI-assisted output stands up to internal and external scrutiny
Data Modeling and Continuous Optimization
- Custom data models tailored to your business questions and reporting needs
- Alignment of AI outputs with your business and legal requirements
- Ongoing tuning to improve accuracy and provide structured, decision-ready insights
- Iterative refinement of prompts and field libraries as your contract portfolio evolves
Frequently Asked Questions
Contracts Management and AI Advisory FAQ
Do you recommend specific AI software?
Yes, but only after evaluating it against your use cases. We are vendor-neutral and have hands-on experience with the leading contract AI platforms. Our recommendations are based on what performs best for your data and workflow.
Can you work alongside our existing CLM provider or AI vendor?
Yes. We routinely partner with implementation teams, in-house legal operations, and software providers. Our role is to make sure the legal team gets accurate, usable output, regardless of which platform you have selected.
How long does an AI advisory engagement take?
Software evaluations typically require four to eight weeks. Implementation and workflow integration runs in parallel with deployment timelines, often three to six months. Continuous optimization is structured as an ongoing engagement that scales up or down based on need.
Do you build custom data models?
Yes. Our Golden Data Model methodology defines the fields, prompts, and validation criteria specific to your use case. Custom data models are a core deliverable of the engagement, not an add-on.
How do you measure whether AI software is performing well?
We use systematic output grading against an attorney-validated benchmark set. Every field and prompt is scored for accuracy, coverage, and consistency, and the results feed back into prompt and configuration adjustments.
What does this cost?
Engagements are scoped to your goals and contract volume. We offer fixed-fee software evaluations, project-based implementation work, and retainer-based ongoing optimization. Pricing is transparent and tied to defined deliverables.
Why Legalpeople
Attorney Judgment + AI Expertise
Attorney Judgment + AI Expertise
Your AI advisory team needs to understand contract workflow and optimization at scale. Legalpeople has been delivering attorney-led contract review for more than two decades, and we bring that operational depth to every AI engagement. We help you evaluate tools, structure workflows, and build quality controls that hold up under real-world volume.
Validated Datasets You Can Trust
Every output we recommend is grounded in tested, attorney-validated data. Your analytics, AI initiatives, and decision-making rest on a foundation built by people who know what defensible contract data looks like.
Integrated Into How Your Team Works
We embed software into existing workflows rather than asking your team to work around the technology. Adoption is the difference between an AI line item and an AI capability.
Scalable Across Contract Populations
Whether you are validating one platform or rolling capability across a global contract portfolio, our model scales. The same methodology that works for a 400-document evaluation works for a 400,000-document program.
Engagement Assurance
Our Commitment
Within the first two weeks of a new AI advisory engagement, we deliver a baseline assessment of your current state, a use-case-aligned evaluation framework, and a working draft of the Golden Data Model for your contract population. If at any point the work is not on track to produce decision-ready output, we adjust the approach at no additional cost until it is.
Get Started
Ready to Operationalize AI for Contracts?
Whether you are evaluating software, working through implementation, or scaling a workflow across your contract population, Legalpeople’s AI Advisory team is built to help you do it with confidence.