Airout AIBook a discovery call

Case studies

AI Agents Delivering Measurable ROI

Every engagement starts with a measurable outcome. The examples below illustrate how we partner with teams across developer experience, revenue, operations, and custom initiatives.

4 weeks

Average time from kickoff to first production agent

8-15x

Return on invested pilot budget measured within the first quarter

95%

Pilot-to-scale conversion rate when success criteria are met

Sales Enablement

Boosting Enterprise Win Rates with AI-Powered Deal Rooms

An enterprise SaaS revenue org was juggling complex stakeholders and long security reviews. We built a deal room agent that assembles tailored collateral, competitive intel, and next-step nudges.

Results

  • 12% lift in win rate for strategic opportunities
  • Research time for reps dropped from 3 hours to 15 minutes
  • Security questionnaires answered 2x faster with verified responses

Developer Experience

Automating Code Reviews with AI

Helped a startup automate code reviews with AI. Provide style, security, and semantic feedback in seconds.

Results

  • Cut time to merge by 30%
  • Instant feedback for code changes, no more waiting for initial reviews
  • Eliminate arguments on lint and style, focus on business value
  • Stop chasing co-workers for code reviews

Operations Automation

Automate repetitive tasks with AI

A multi-location services company struggled with manual reconciliations and compliance tasks. We deployed agents to ingest invoices, flag anomalies, and orchestrate approvals across finance and ops.

Results

  • Monthly close completed three days sooner
  • Exception rate dropped 38% with automated routing and context
  • Audit-ready logs generated automatically for every adjustment

Custom Applications

Autonomous Field Operations for a Climate-Tech Scaleup

Technicians needed better planning for site visits and follow-up reporting. We delivered a field ops copilot that sequences work, drafts summaries with photos, and syncs tasks back to HQ systems.

Results

  • Technician utilization improved by 18% without additional headcount
  • Customer satisfaction scores climbed 9 points post-deployment
  • Leadership gained real-time visibility into backlog, SLAs, and site health

Let's partner

Let's write your case study next

Share the workflow, KPI, or customer experience you're targeting. We'll design a pilot that earns an internal headline in under a month.

Book a discovery call