AI ops for modern engineering teams

AI engineering analytics for all coding assistants: Copilot, Claude, ChatGPT, Cursor, and more.

Capture every AI-assisted commit from any coding assistant, manual logs, and security webhooks in one platform. GuageAI blends them into ROI dashboards, code quality insights, and guardrail-driven security coverage your leadership can trust.

Avg. hours saved per engineer
12.4h

Per sprint · rolling 30 days

Live telemetry
AI-assisted commit coverage
68%

Across all AI coding assistants

Live telemetry
Security incidents mitigated
92%

Resolved through automated guardrails

Live telemetry
Live ROI dashboardUpdating every 30s

Time saved (30 days)

148.6h

+38% vs. previous

ROI

214%

Includes oversight costs

Adoption

72%

AI-assisted commits this sprint

Security risk index

3.4

3 active incidents · 0 critical

Recent AI-assisted commits

github_commit_metrics
  • feature/onboarding-flow+8.4h saved
  • security/harden-webhook+3.1h saved
  • cleanup/refactor-reports+5.7h saved

Trusted by AI-forward engineering orgs

DropforgeLatent LabsPromptcraftMosaicEdgeField
Analytics for all AI coding assistants

Turn AI usage into board-ready ROI, automatically.

We ingest GitHub webhooks, normalize commits, and enrich them with Firestore context. Every suggestion, merge, and manual override—captured and translated into dollars, guardrails, and next steps.

  • Deploy in minutes

    Connect GitHub, sync activity and invite your team.

  • AI-native guardrails

    Security incidents stream in real time with automated triage.

  • Human in the loop

    Built-in review tasks keep humans accountable without slowing flow.

Compliance & quality guardrails

AI code quality insights

We analyze commit hotspots, review coverage, and guardrail breaches so you can scale AI assistance without sacrificing maintainability.

Quality score

8.6 / 10

Trending +0.4 this week

Guardrails

4 active

1 requires review

Repo hotspot

sdk/payments

Needs documentation

Security automation

Risk insights before production

Track AI-induced exposure, open incidents, and guardrail coverage. Our webhook pipeline scores every commit so AppSec can sleep.

Active incidents

3

1 investigating · 2 mitigated

Surface coverage

91%

Secrets, packages, pipelines

Everything leadership asks for, pre-answered.

From ARR-ready ROI summaries to security posture snapshots, run your AI program with confidence. Export PDF reports, sync to your data warehouse, or pipe alerts to Slack.

Real-time AI coding assistant ROI intelligence

Stream AI-assisted commits from GitHub and manual logs from Firestore covering all coding assistants—GitHub Copilot, Claude, ChatGPT, Cursor, and more. Quantify hours saved, utilization and adoption without spreadsheets.

  • Live ROI dashboards for all AI coding assistants
  • Smart commit heuristics to estimate hours automatically
  • Drill into activity by tool, repository, branch or teammate

AI-assisted code quality analytics

Our code-quality analytics turn raw commit signals into maintainability scores, hotspots and guardrails so your AI rollouts stay compliant. Track code quality metrics for AI-generated code.

  • Hotspot detection for risky files and services
  • Guardrail alerts when review quality slips
  • Contextual guidance surfaced in the dashboard

Security posture automation

Monitor exposure from AI-generated changes. We score every commit, surface incidents and keep your coverage map current. Automated security guardrails for AI code.

  • Dynamic risk index fed by GitHub webhook events
  • Incident queue with severity, status and heuristics
  • Coverage tracker for guardrails, secrets and packages
Workflow timelineAI logs · Firestore
  • AI-assisted code shipped

    feature/impact-dashboard saved 6.2h · confidence high

  • Guardrail breach flagged

    Security webhook detected hardcoded token · review task created

  • ROI snapshot generated

    Weekly PDF sent to finance & execs via Stripe billing integration

Integrations that stay in sync

GitHubFirebaseStripeOpenAISlack

What our users say

“We replaced four dashboards with GuageAI. Engineering, security, and finance finally agree on ROI from all our AI tools.”

Head of Platform · Series B SaaS

Pricing

Simple pricing. Instant visibility.

USD $49 per month covers unlimited seats, repositories, and the full GuageAI analytics stack.

USD

$49per month

Flat rate. Cancel anytime. No implementation fees.

  • Unlimited GitHub repositories and teams
  • Live ROI, quality, and security dashboards
  • Automated incident triage and executive summaries
  • Slack, PDF, and data warehouse exports included
Ready in minutes

Connect GitHub. Invite your team. Watch the impact compounding.

No extra spreadsheets, scripts or analysts. Authenticate with GitHub, let the webhook stream commits, and GuageAI delivers live ROI, code quality insights and security guardrails on day one.

SEO deep dive

Why GuageAI wins on AI assistant ROI, code quality, and security analytics.

Teams choose GuageAI when they need board-ready AI engineering analytics. We quantify impact from all coding assistants—GitHub Copilot, Claude, ChatGPT, Cursor, and more—flag risky AI-generated code, and give security teams automated guardrails—all from one control center built for modern software delivery.

  • Measure AI productivity with live GitHub webhook ingestion and Firestore AI logs—no spreadsheets or CSV uploads.
  • Guardrail coverage and security posture automation keep AI-generated changes compliant with SOC 2 and internal standards.
  • Executive-ready reports for engineering, security, and finance with ROI, adoption, and risk trends in one place.

Frequently asked questions

How does GuageAI prove AI coding assistant ROI?

We ingest GitHub webhook events and Firestore AI logs to track usage across all coding assistants—Copilot, Claude, ChatGPT, Cursor, and more. We translate suggestions, merges, and overrides into hours saved, dollar ROI, and trendlines your finance and engineering leads can trust.

Does GuageAI improve code quality for AI-generated changes?

Yes. We score every AI-assisted commit from any coding assistant for maintainability, guardrail coverage, and review depth so you can scale AI adoption high without sacrificing code health.

How do security teams use GuageAI?

Security automation flags risky AI outputs, tracks incidents, and maintains a coverage map across secrets, packages, and pipelines—so AppSec stays ahead of AI-introduced risk.