# Cleric executive briefing

> A five-slide executive briefing on Cleric, which investigates every production issue autonomously, so your engineering team can focus on revenue, customers, and product.
>
> Markdown version of https://cleric.ai/executive-deck for AI agents and LLMs. Site index: https://cleric.ai/llms.txt

The deck has five slides, each at its own URL:

1. AI-Native Production Operations: https://cleric.ai/executive-deck
2. What Becomes Possible: https://cleric.ai/executive-deck/whats-possible
3. How It Works: https://cleric.ai/executive-deck/how-it-works
4. The Math: https://cleric.ai/executive-deck/the-math
5. Next Step: https://cleric.ai/executive-deck/next-step

## AI-Native Production Operations

### Your best engineers are stuck in production. What if they weren’t?

Cleric investigates every production issue autonomously, so your engineering team can focus on revenue, customers, and product.

## What Becomes Possible

### Four things that change when production runs itself

1. **Revenue protection.** Every alert investigated, not just the ones someone notices. Payment failures, checkout issues, API degradation caught and root-caused before customers churn.
2. **Faster SLA response.** Enterprise customers with strict SLAs get root causes in minutes, not hours. Your team looks world-class when it matters most.
3. **More feature velocity.** The 20–30% of senior eng bandwidth currently locked into production goes back to shipping product. That’s your competitive advantage.
4. **Knowledge that stays.** Operational memory compounds with every investigation. When someone leaves or rotates off on-call, the knowledge doesn’t walk out with them.

## How It Works

### An autonomous engineer for production

#### Closed-loop remediation. No babysitting.

1. **Plugs into your stack.** Integrates with your observability, alerting, ticketing, and communication tools. 1 day integration. Read-only.
2. **Investigates every alert autonomously.** Queries logs, traces, and metrics across systems. Follows the evidence, not a script. Cleric closed 58% of alerts on its own: it investigated them, found no action was needed, and closed them without an engineer replying.
3. **Delivers root cause with evidence.** Engineer reviews a finding, not a haystack. Confirm in 2 minutes. The system learns from every correction and gets sharper over time.
4. **Remediates the issue.** Opens a fix PR with the proposed remediation. Always human-approved before merge. Closed-loop — from alert to resolution.

**In Q3 2026, 51% of resolved incidents were fixed by applying Cleric’s suggested remediation.** The system earns trust on specific problem types through demonstrated accuracy, not by asking you to trust it upfront.

#### Proven in production

- **BlaBlaCar:** Cut investigation time across 100s of microservices. Case study available.
- **Major US Streaming Platform:** Automated alert triage during NFL and live events with 1M+ concurrent viewers.
- **Series D Financial Data Company:** 8x faster triage across 1,000+ monthly production issues.
- **High-Growth Food Delivery Platform:** Reduced engineer interruptions for order-critical payment failures.

SOC 2 Type II. Gartner Cool Vendor 2025. Read-only access. 1 day integration.

## The Math

### Where Your Engineers Actually Spend Their Time

A 500-person engineering org allocates 20–30% of senior bandwidth to production. Not by choice, but by default.

The slide compares two stacked bars of senior engineering time:

- **Today (fixed allocation):** Production & On-Call takes ~30% of senior eng time, followed by context switching, with Feature Work & Innovation getting the rest.
- **With Cleric (reclaimed capacity):** the production and context-switching segments shrink, and most of the bar goes to Feature Work & Innovation.

**10–15 engineers worth of capacity, redeployed.** In a 500-person eng, that’s $2.1M+ in annual engineering value moved from keeping the lights on to building what’s next.

## Next Step

### See it on your own incidents. 1,000 credits after approval, no time limit.

Read-only access. No code changes. Go live in under a day. Verify accuracy against your real production issues.

- Book a demo: https://cleric.ai/demo