Legacy e-discovery relies on armies of contract lawyers manually tagging documents. Senrok replaces subjective review with deterministic classification, cutting costs and guaranteeing audit trails.
Human review of discovery documents is slow, expensive, and inconsistent. Scalability collapses under high-volume litigation.
Reviewers fatigue, leading to misclassifications and privilege waiver risks. Production deadlines slip, costing millions in sanctions.
Senrok engineers a pipeline of rule-based NLP filters, regex patterns, and custom taxonomies. Every document is routed through deterministic logic gates—no probabilistic guesswork.
The system outputs a structured decision tree with full provenance. Audit logs tie each classification to specific rules, enabling bulletproof FRCP compliance.
Yes. The pipeline segments processing so privileged documents are flagged by rule-based patterns (e.g., attorney names, confidentiality headers) and routed to encrypted offline review. No data leaves your VPC.
Senrok deploys as a containerized microservice that ingests load files via REST API or sFTP. Output is a structured JSON with classification tags, confidence scores, and rule references, which we push back to your review platform.
We build configurable rule engines. Your legal team defines tag hierarchies via YAML; Senrok's engineers compile them into deterministic classifiers. Changes deploy in hours, not weeks.
Engineering services
E-Discovery Document Classification is the kind of workflow we build as an AI agent system: deterministic checks, human checkpoints, and an audit trail operators can trust. We start from your real process boundaries and ship software that holds up in production.
We build production-ready, highly observable agentic systems engineered for enterprise scale. No black boxes, no magic—just systematized workflows with systemic safeguards.
We don't build fragile wrappers. Complex decisions and exceptions are automatically routed to your team for approval, ensuring zero unverified actions in production.
Every AI-generated output is validated against deterministic, programmatic rules before execution, guaranteeing structural integrity and compliance.
Our architecture records every state change, agent reasoning step, and user interaction, providing complete observability into your automated workflows.
Built for enterprise scale. We optimize for high-throughput, low-latency execution using edge infrastructure and efficient state management.
Compare incoming vendor contracts against the corporate standard playbook, flagging non-compliant clauses and suggesting replacements.
Automatically audit legal invoices from external counsel against billing guidelines, flagging block-billing and unauthorized charges.
Industrial OperationsExtract, validate, and route invoices automatically with high-accuracy AI agents, eliminating manual data entry bottlenecks in supply chain operations.
Financial ServicesProduction AI agents for identity verification and risk assessment—deterministic checks, human checkpoints on edge cases, and audit trails regulators can inspect.