You will get Custom Ontology & Knowledge Graph Development for AI Systems
Top Rated
Top Rated
Project details
I help law firms build custom ontologies and knowledge graphs that improve how legal information is organized, retrieved, and used — especially when supporting AI tools.
What sets this project apart is my focus on practical, domain-specific solutions tailored to legal workflows. I work with real estate, employment, personal injury, and other practice areas to create structured knowledge systems that are privacy-conscious and designed to integrate with existing legal technology.
Rather than generic technical solutions, I deliver clear, well-documented ontologies and knowledge graphs that help firms improve research efficiency, support AI applications like RAG, and better organize internal knowledge — all while maintaining the confidentiality standards required in legal work.
This service is ideal for firms that want to move beyond basic document storage and create intelligent, queryable knowledge systems that deliver real operational value.
What sets this project apart is my focus on practical, domain-specific solutions tailored to legal workflows. I work with real estate, employment, personal injury, and other practice areas to create structured knowledge systems that are privacy-conscious and designed to integrate with existing legal technology.
Rather than generic technical solutions, I deliver clear, well-documented ontologies and knowledge graphs that help firms improve research efficiency, support AI applications like RAG, and better organize internal knowledge — all while maintaining the confidentiality standards required in legal work.
This service is ideal for firms that want to move beyond basic document storage and create intelligent, queryable knowledge systems that deliver real operational value.
AI Development Type
Knowledge Representation, Model TuningAI Tools
Keras, PyTorchAI Development Language
PythonWhat's included
| Service Tiers |
Starter
$2,200
|
Standard
$4,800
|
Advanced
$7,900
|
|---|---|---|---|
| Delivery Time | 7 days | 10 days | 14 days |
Number of Revisions | 1 | 2 | 2 |
AI Model Integration | - | - | |
Detailed Code Comments | - | - | |
Knowledge Graph | - | ||
Model Documentation | |||
Ontology | |||
Source Code | - | - | |
Taxonomy |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$650 - $1,200
Additional Revision
+$450
Expanded Domain Coverage
(+ 5 Days)
+$1,400
60-Minute Strategy Call
(+ 1 Day)
+$350Frequently asked questions
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CS
Cody S.
Apr 27, 2023
SEO Expert Needed to Help Fix Algorithmic Penalty and Advise on SEO Strategy
Kim is very knowledgeable and willing to take the most challenging assignments. This job was very unique but Kim was able to jump in and provide valuable advice that helped resolve the immediate issues as well as set us up for future SEO success.
WM
William M.
Sep 19, 2022
seo work on golfsimulatorsite.com
Worst experience I have ever had with a freelancer. I hired her and then 2-3 days later she suddenly just quits. After a few discusssions, she agreed to take on the project and verbally commits to 6 months on the project. Then 2 days ago , right in the middle of the project, SHE QUITS. No warning. No 2 week notice.Now I am screwed. STAY AWAY from this freelancer. Her word and commitment are worthless. Not even sure why she is even on UPWORK in the first place. She should be banned. Now I have to spend time and money finding a new freelancer and try and have them attempt to restart the project. WORST EXPERIENCE EVER!!
GT
Gary T.
May 16, 2022
Yoast Expert - help with optimization using this plugin.
Kimberly was very knowledgeable, professional and did the work in a short period of time. A pleasure to work with. I would hire her again.
GS
Glenn S.
Mar 21, 2022
SEO Expert who doesn't suck
Kim is an excellent SEO. Beyond that, she values a clear line of communication and top-notch professionalism. Always available. Highly recommend her for all your SEO needs.
GT
Gary T.
Mar 2, 2022
Seo for niche blog site
Kimberly was a pleasure to work with. She knows her subject very well, she is responsive, and communicates extremely well. I am sure I will call on her again.
About Kimberly
Legal Strategy, Litigation Modeling & Legal Firm AI Workflow Solutions
100%
Job Success
Longview, United States - 8:32 am local time
My strategic work centers on game-theoretic modeling for thought leadership content, case evaluation, settlement strategy, and risk assessment. I help legal teams analyze different litigation paths, quantify potential outcomes, and develop clearer frameworks for advising clients and negotiating with opposing counsel. This includes building custom models for damages assessment, probability-weighted scenario planning, and economic analysis of claims — tools that are especially valuable in personal injury, employment disputes, real estate litigation, and complex commercial matters.
I also design and implement content and positioning systems tailored to a firm’s specific practice. This includes developing client communication templates, demand packages, position statements, internal knowledge resources, and thought leadership materials that strengthen a firm’s reputation and support business development. Whether a firm focuses on real estate transactions, employment law compliance, criminal defense, or general civil litigation, I create systems that maintain consistent messaging while reducing the time attorneys spend on repetitive drafting.
On the technology side, I specialize in building secure, privacy-conscious AI solutions designed specifically for legal environments. Legal professionals are increasingly looking for tools that can handle contract review and analysis, due diligence automation, e-discovery support, medical record summarization, and large-scale document review — all while keeping sensitive client data within controlled systems. I focus on practical implementations such as local or private AI deployments that integrate with existing practice management software rather than forcing firms into risky cloud-only solutions.
Examples of the types of targeted support I provide include:
- AI-assisted review and summarization tools for real estate due diligence, title examination, zoning compliance, and transaction documentation
- Employment law AI applications for workplace investigation support, HR policy analysis, discrimination and retaliation case preparation, and compliance monitoring
- Personal injury and medical-legal AI tools for efficient medical record review, damages modeling, and settlement valuation support
- Broader litigation support tools such as predictive case analytics, deposition preparation assistance, evidence organization, and automated document generation for pleadings, discovery responses, and client updates
My approach emphasizes solutions that fit within a firm’s current processes rather than requiring a complete overhaul. I work with solo practitioners and practices of all sizes that want to adopt AI responsibly while maintaining ethical standards and data security. Many firms are currently seeking ways to reduce administrative burden, improve consistency across matters, accelerate research and document production, and gain better insights into case strategy — all while avoiding the ethical and confidentiality risks associated with generic public AI tools.
I bring both analytical rigor and hands-on delivery.
Whether you need help modeling complex litigation scenarios, building internal content systems, or implementing targeted AI tools for real estate, employment, personal injury, or other practice areas, I focus on creating clear deliverables that integrate smoothly into your firm’s operations.
If you’re exploring ways to strengthen your firm’s strategic capabilities or adopt practical AI solutions tailored to legal work, I’d welcome the opportunity to discuss your specific needs and priorities.
Steps for completing your project
After purchasing the project, send requirements so Kimberly can start the project.
Delivery time starts when Kimberly receives requirements from you.
Kimberly works on your project following the steps below.
Revisions may occur after the delivery date.
Discovery and requirements review
I review your submitted information and may ask clarifying questions to fully understand your needs and scope.
Ontology design and taxonomy development
I design a custom ontology structure tailored to your domain and practice area, including relevant classes, relationships, and properties.