ZIRCONIAN

CASE STUDIES

Real outcomes. Measured before and after.

Every IMAnthropic graduate receives a personal efficiency report. Here's what they show.

UPCOMING

B2B SaaS

Operations Team - 20 people

Before

  • Claude used 3h/day per person with no measurement
  • Re-prompting average: 4x per task
  • Tokens per report: 3,200 (benchmark: 1,800–2,200)

After (projected)

  • Token spend: -38%
  • 4.2 hours/week saved per person
  • EU compliance documentation: complete

[Real data coming Month 3]

UPCOMING

E-commerce

Marketing Team - 15 people

Before

  • Content production: 6h per campaign brief
  • No shared prompt library - every prompt written fresh
  • Token cost 2× benchmark

After (projected)

  • Campaign brief time: -65%
  • Content velocity: +120%
  • AI spend: stable while output tripled

[Real data coming Month 3]

UPCOMING

Fintech

Finance Analyst Team - 8 people

Before

  • Report generation: 3h per analyst per week
  • Risk factor detection rate: 71%
  • 2 compliance incidents post-AI use

After (projected)

  • Report time: -65%
  • Risk detection: 71% → 94%
  • Compliance incidents post-training: 0

[Real data coming Month 4–5]

WHAT EACH STUDY CONTAINS

Every case study is structured identically.

01

Company profile

02

Before metrics

03

Training delivered

04

After metrics

05

Efficiency report excerpt

06

Team quote

PILOT OFFER

Be the first published case study.

Pilot pricing available for the first 3 enterprise clients. Full before/after report included. Your story stays yours to approve before publishing.

Talk About a Pilot →

Create your own case study.

Start with a token efficiency audit.