Pramata, a leader in AI-driven contract intelligence, has unveiled AI TrueCheck, a new capability designed to remove the “black box” problem common in contract AI platforms. By combining AI with a human-in-the-loop approach, AI TrueCheck gives enterprises real-time accuracy scores, audit trails, and confidence that extracted contract data is reliable and error-free.
Tackling the Contract AI Black Box
Contracts are a rich source of context for AI-driven workflows, but manual verification has long been a bottleneck. According to Praful Saklani, CEO of Pramata, “enterprise leaders cannot justify using generative AI tools if teams have to manually check every output.” AI TrueCheck integrates verification directly into the platform, enabling accurate, predictable, scalable, and safe extraction of contract intelligence without tedious manual reviews.
The system uses a three-prong validation approach:
- Human-Curated Key – A representative set of documents is manually reviewed to create a ground truth.
- AI Extraction – Automated extraction of contract data across thousands of documents.
- AI Validation Layer – A second AI layer assesses the accuracy of the extracted data against the human-curated key.
When all three layers align, the platform generates a high-confidence accuracy score on a dashboard, giving stakeholders instant assurance that contract data is correct.
Human Oversight Meets AI Efficiency
AI TrueCheck automates the detection of errors, addressing the “needle in a haystack” problem by highlighting only the data points that need review. When a potential issue is flagged, the platform queues it for review by expert human analysts. Over time, reviewers can adjust the AI extraction logic to prevent recurring errors, creating a self-improving, feedback-driven system.
“With AI TrueCheck, we go beyond what other contract intelligence platforms promise, giving legal teams visibility into our AI process with real-time accuracy scores and audit trails,” Saklani said.
Availability and Impact
AI TrueCheck is now available to all Pramata customers at no additional cost, providing enterprises with auditable, scalable, and reliable AI-powered contract intelligence. By integrating verification into the AI workflow, Pramata helps legal and commercial teams confidently leverage AI at scale, turning contract data into actionable insights for decision-making and agentic enterprise applications.
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