Legal problems do not arrive as clean data
Gripe helps organizations receive, organize, evaluate and manage disputes.
Public Gripe is a patent pending method for dispute evaluation and arbitration that helps solve common concerns about using AI in those roles: model bias, different prompting skills of the parties, and black-box results that don’t help support findings.
Private Gripe is dispute/case/practice management system created by the founders of PCRecruiter, one of the most successful recruiting CRM’s of the past 30 years. Private Gripe reflects what they learned: the key organizing principle of a list based architecture supports exceptional versatility while still offering a simple user experience.
People bring stories, documents, timelines, claims, money, emotion, and missing facts. Gripe structures that material, presents it to multiple AI models for evaluation or arbitration, and assists with any workflows that result, so that parties and professionals can review, route, evaluate, export, measure, and – in the end – be a useful tool to help people solve their problems.

Two parts, one working system
Evaluate the dispute. Manage what happens next.
Public Gripe creates a more consistent path from human conflict to reviewable findings. Private Gripe gives parties and professionals a simple operating environment for the work that follows.
Public Gripe
Public Gripe structures stories, documents, claims, responses, timelines, money, and missing facts into a dispute record. That same record can be presented to multiple AI models so their reasoning and findings can be compared.
- Guided intake for parties, websites, and AI agents
- Equal presentation of the structured record
- Multiple model results with support for findings
Private Gripe
Private Gripe carries the record into a list-based case and practice management system. Records, relationships, tasks, files, timelines, billing, and follow-up stay direct enough for untrained users.
- Configurable lists, records, and forms
- Related cases, people, files, tasks, and timelines
- Simple workflows for review, routing, and measurement
Design partners
Built with busy practices looking for simple but powerful tech.
We are working with organizations that have real intake, dispute, and workflow pressure and want to help shape the system around practical use.