Clause & Section Extraction
Identify and extract governing-law, indemnification, limitation of liability, termination, assignment, confidentiality, and 40+ named clause types across arbitrary contract layouts.
Artificial Intelligence · Legal Technology
Building LLM systems that process legal PDFs and contracts — extracting clauses, evaluating risk, and accelerating contract review through a hybrid architecture that supports leading cloud models alongside privacy-preserving local models, purpose-built for attorneys and legal operations teams.
Capabilities
The system reads structured and unstructured agreements — MSAs, NDAs, employment contracts, leases, financing documents — and returns a structured brief a reviewer can act on.
Identify and extract governing-law, indemnification, limitation of liability, termination, assignment, confidentiality, and 40+ named clause types across arbitrary contract layouts.
Every extracted clause is scored against a configurable playbook. Flag non-standard language, missing protections, and obligations that fall outside your firm's approved templates.
Frontier reasoning via the Anthropic API for complex analysis, paired with local open-weights models for bulk classification and sensitive documents. You choose what leaves the building.
Citations to source page and paragraph, confidence scores, and full chain-of-reasoning for every finding — so counsel can verify, override, and sign off with confidence.
By the Numbers
Named clause types extracted
Extraction precision on benchmark MSAs
Reduction in first-pass review time
Local-inference option for sensitive docs
Workflow
Contracts enter via upload, email, or API. OCR, layout detection, and structural parsing convert PDFs and scans into reviewable text.
Semantic chunking preserves clause boundaries. Each segment is embedded and indexed in a vector store with full provenance.
Retrieval-augmented generation surfaces the relevant passages; the reasoning model applies your playbook and flags deviations.
Results render as a structured report, redline export, or API response — citations, confidence scores, and review queues included.
Bring a redacted MSA, NDA, or lease and I'll run a working demonstration against your playbook within a week.
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