What teams use gjalla for

Full visibility, measurement, and optimization for the agentic enterprise.

See what your AI spend is buying

Agent spend, attributed to the task types and deliverables it produced. Answers you can take to leadership.

  • Where did our tokens go?
  • What are our agents being used for?
  • Can we show the board what AI spend produced?
Demo data: what 30 days of agent spend bought. Top task types: features $14,210, bug fixes $11,860, ticket triage $5,930, reporting $3,480, refactors $2,770. Most expensive efforts: payments service migration $6,420 (engineering, 214 sessions), checkout redesign $4,180, support macro rewrite $2,960, month-end close automation $1,940. The payments migration is 14% of all agent spend.

One view across every AI tool

Claude Code, Codex, ChatGPT and your own agents, measured the same way, for every business group.

  • What are we spending on AI across all our tools and teams?
  • Which tools deliver the most for what they cost?
Demo data: spend by tool over 30 days, one donut per business group. All groups $45,050: Claude Code 53%, ChatGPT 21%, Codex 17%, custom agents 9%. Engineering $29,790, mostly Claude Code and Codex. Support $7,930, mostly ChatGPT and custom agents. Operations $4,920, mostly ChatGPT.

Catch anomalies and waste

gjalla learns your baselines, flags what's off, and finds the rework worth fixing first.

  • Why is our token bill growing?
  • Where is spend being wasted?
  • Is anything unusual happening with our agents?
Demo data: daily agent spend over 30 days against a baseline of about $1,350. On day 22 a retry loop spiked spend to $3,190, $1,840 over baseline, and it is flagged as an anomaly.

Fix the waste at the source

Shared memory, rules and the right model per task, applied where your agents get their instructions. Then measured.

  • What should we fix first?
  • Did the fix actually work?
Demo data: avoidable spend per week (rework and rediscovery), about $3,400 a week, falling to $2,300 after shared memory was turned on and to $1,100 after a rule was delivered as a hook: down $2,300 a week, measured after each change.

See it on your own agent fleet

Tell us what you're running and where it hurts. We'll show you what gjalla finds, and work with you on what to change.

See it on your own agent fleet

What's going on? (optional)

Tip: What's costing you, what keeps going wrong, and what you'd need to show leadership. The more specific, the better.