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Ridhi Dua

All industries

Legal & Compliance

Turn documents, contracts and regulatory information into information your teams can find, interact and use with confidence.

Reduce time spent searching, reviewing and manually connecting information across systems.

Search & Discovery

Making it easy to find the right thing, fast.

“notice period” returns the clause from the wrong state’s labor code

Search That Understands Intent

Hybrid Semantic + Keyword Search

A search for “termination clause” finds the right provision even when the document calls it “separation terms.”

Fit-Guaranteed Results

Compatibility & Attribute-Aware Retrieval

Filters results to the jurisdiction and effective date that actually apply, not every version of the clause ever filed.

Data Engineering

Turn fragmented data into dependable infrastructure.

Outside counsel cites a policy that was superseded two weeks ago

Clean, Trustworthy Data

Data Normalization & Extraction

Turns scanned contracts and PDF-locked filings into structured, searchable text without losing clause-level detail.

Knowledge That Stays Current

Knowledge Base Sync Pipelines

When a policy is superseded, the index updates the same day, not the next time someone rebuilds it.

One Search, Every System

Unified Search Across Systems

One search across the document management system, the matter database and outside counsel’s shared drive.

Applied AI Automation

Use AI where it creates measurable value.

The AI cites a case that doesn’t exist

Trustworthy AI Answers

Citation-Grounded RAG

Every generated answer links back to the actual clause it came from, so a citation is never invented.

Less Manual Catalogue Work

AI Automation & Agentic Workflows

Incoming filings get tagged by matter and document type automatically instead of by a paralegal at 6pm.

Instant Answers for Your Team

Internal Search & Copilot Tools

Associates get an answer to “has this client signed an NDA with us before” without paging a partner.

Data Analytics

Good decisions depend on good information. Make your data easier to understand and act on.

Billing and the practice-management system report two different numbers for the same matter’s hours

One Version of the Numbers

Metrics Layer & Reporting Models

Billable hours mean the same thing in the time-tracking system and the invoice, every time.

Monitoring & Risk

Be assured that your AI and tech systems are running smoothly while you focus on your business.

An auto-renewal clause with unfavorable terms slips past review because nobody was specifically looking for it

Automatic Red-Flagging

Pattern & Anomaly Detection

Unfavorable auto-renewal or indemnity clauses get flagged during intake, not discovered during a dispute.

Know When Something Breaks

Data Quality & Pipeline Monitoring

A sync failure between the document system and the matter database gets caught before a filing deadline does.

Fewer False Positives

Alert Tuning & Triage Workflows

Alert thresholds tuned so the compliance team reviews the handful of contracts that actually need a second look.