42% Reduction in Contract Turnaround Time with arieotech's Hybrid Legal Ops Model

Coordinated Claude Managed Agents deployed per agency

Manual spreadsheet exports for Monday triage

Unattended, scheduled agent runs

01 - Client

Industry

Legal Services

Profile

A mid-sized corporate law firm handling high-volume commercial contracts

Footprint

Operations across 3 metro offices

Before engaging arieotech, the firm’s contract review process was buckling under its own volume.

Backlog of routine contract reviews delaying client turnaround
Senior associates spending significant hours on repetitive clause checks instead of strategic counsel
No consistent process for flagging non-standard terms across teams
Rising overtime costs during peak filing periods

arieotech Solution
We deployed a hybrid workforce pairing AI contract-review agents with human legal reviewers for oversight and escalation.

AI agents trained to perform first-pass review and clause-risk flagging
Human reviewers positioned at approval and exception-handling checkpoints
A shared dashboard giving partners real-time visibility into review status
Built on: AI document-review agents integrated with the firm’s existing contract management system, deployed on a secure cloud environment

The technology choices below were selected specifically to support the outcomes detailed further down.

Platform / ERP

Existing contract lifecycle management (CLM) system

Integration Layer

API-based integration connecting AI agents to CLM workflows

Shop Floor / OT

Not applicable

Analytics & BI

Custom review-status dashboard with turnaround metrics

Cloud / Infra

Secure private cloud hosting, encrypted document handling

Mobility / UX

Web-based reviewer interface, accessible remotely

Outcomes Delivered

First-pass AI review of routine contracts with human sign-off at every exception
Real-time status tracking visible to partners and case leads
Scalable review capacity that flexes with seasonal filing volume

42% reduction in average contract turnaround time
31% reduction in operational review costs
99.2% accuracy maintained on flagged risk clauses, with zero missed critical terms in the review period