Focus on building,
not spend & tuning.

Every token, agent loop, and model call optimized.

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220+ cost rules · Used in CI/CD pipelines

Tokna Dashboard — Automated AI cost savings across 8 verticals

HOW TOKNA WORKS

Focus on building, not spend & tuning.
Built into your development workflow.

From first commit to production, Tokna meets you wherever you're building.

ConnectIntegrate Anywhere

Connect to your CI/CD, GitHub Actions, and cloud billing APIs.

✓CI/CD pipelines
✓GitHub / GitLab / Jenkins
✓AWS Cost Explorer + GCP Billing
✓On-premise or cloud

ScanDetect Everything

Scan your AI code for 220+ cost regression patterns.

✓Static analysis of prompts and configs
✓Token limit violations
✓Missing cost controls
✓Model selection anti-patterns

FixClose the Loop

Get cost findings directly in pull requests.

✓Cost findings in PRs
✓Estimated monthly impact per issue
✓Track fixes across teams
✓Continuous monitoring

HOW IT WORKS

Everything you need for automated AI cost savings

Automated cost regression scanning for AI workloads

Automated scanning that finds cost regressions in your AI code

✓Missing token limits
✓Unbounded retry loops
✓Model selection waste
✓Prompt caching gaps

🔍Tokna Scan Results· 47 files

3 findings detected

🔴 HIGHchat/completion.ts:42

missing-max-tokens

Uncapped completions — est. +$1,240/mo

Fix: Add maxTokens: 512

🟠 MEDutils/retry.ts:87

unbounded-retry

No retry cap — est. +$340/mo

Fix: Add maxRetries: 3

🔵 LOWclassify/model.ts:14

overpriced-model

GPT-4 for classification — +$180/mo

Fix: Use gpt-3.5-turbo

Total estimated waste: $1,760/mo

TRUSTED AT SCALE

Built by engineers who've seen the waste

Real cost engineering automation, proven in production systems.

220+

Cost Rules

Covering token limits, retry loops, model waste, and more

3,600+

Repos Scanned

Open source repos analyzed to validate rule accuracy

16k+

Findings Detected

Cost regression patterns found across the corpus

SOLUTIONS FOR EVERY TEAM

Focus on building for everyone

Whether you're managing cloud budgets or writing AI code, Tokna meets you where you are.

Visibility & Control

You need automated cost engineering for AI workloads before they blow your budget. Tokna gives you shift-left cost automation without requiring manual intervention.

What You Get:

✓Prevent regressions before production — not after the bill arrives
✓Application-level cost attribution (not just cloud billing)
✓Continuous monitoring in CI/CD pipelines
✓Actionable findings, not raw metrics

See How It Works

Stop managing AI costs. Start building.

Automatically reduce AI cost waste and ship faster with Tokna's CI/CD native guardrails.