CALIBER!

Customer Stories Comics!

CASE 01

Company Brain

Toka Group Caliber mascot buried in brains See Company Brain, the product →

AI spend climbed. Velocity did not.

BEFORE 1/4

Toka HQ. Sprint week. Again.

Every dev has Claude Code open. So why is the sprint late... again?
  • Sprints kept slipping past their date
  • AI spend climbed; shipped quality didn't
  • Velocity flat versus before AI tools
UGH.
WHAT WE FOUND 2/4

Caliber interviews every decision maker. One by one.

Engineers prompt blind. No shared memory of what the team already decided.
HMMM...
WHAT WE BUILT 3/4

A context layer on the Git and pipelines Toka already runs.

One engineer's brain first, then the team's, then the company's. Always current, permission aware, in every prompt.
KRA-KOOM!
AFTER 4/4
  • 50% more tickets shipped
  • 37% fewer production bugs
  • CS solves tickets solo, with full customer context
Having a unified, permission-aware context layer was our missing pillar for AI enablement.

Moty Zaltsman CTO · Toka

KA-POW!
See Company Brain →
CASE 02

The ROI tool

Papaya Global Caliber mascot with dollar signs in his eyes at a control panel See the ROI tool, the platform →

AI spend everywhere. No answer on what it returned.

BEFORE 1/4

AI everywhere. Design, legal, marketing, R&D...

Who is using what? At what cost? On whose budget?
  • Adoption: overseen, but unmanaged
?!
WHAT WE FOUND 2/4

Caliber turns the lights on.

Every tool, every user, every agent, surfaced.
WHOOSH!
WHAT WE BUILT 3/4

Patterns analyzed. ROI measured, inside and out.

Policies created and enforced, across every user and agent.
STAMP!
AFTER 4/4
  • Governance live across the org
  • Policies enforced on every user and agent
  • No team of 10 AI engineers
Without you guys, I would need a team of 10 AI engineers for this.

Natali Shtulman Head of AI Enablement · Papaya Global

TEN-X!
See the ROI tool →
CASE 03

The classified issue.

What we can tell you, and the rest redacted.

BEFORE 1/4

One of the most security-constrained environments in the country.

We need AI at scale. We also need and .
SHHH.
WHAT WE FOUND 2/4 CLASSIFIED nice try.

You know we can't show you this one.

WHAT WE BUILT 3/4

Caliber goes hands on with a select AI leadership team.

Scale adoption. Safely. No shortcuts.
GO. GO. GO.
AFTER 4/4
  • 3,000+ engineers enabled to use AI responsibly
  • Governance in place
  • Walleting in place
BOOM.
NEXT ISSUE

Your org.

Every comic in this issue started the same way: one working session.

Be the hero of Issue No.3.

Tell us where AI is stuck in your org. We bring the ink, the playbooks and the team that drew the three comics above.

Book a working session Back to Issue No.1