AI reliability that never stops

Continuous investigation across architecture, code, CI/CD, and production. By the time you're paged, the root cause is already in the ticket.

● ARCHITECTURE · CODE · DEPLOYS · INFRASTRUCTURE · PRODUCTIONSCROLL ↓

● 02   THE PLATFORM  ·  ONE AI, EVERY LAYERsignal → cause → fix

LOGSingest · 12.4k/s
TRACESingest · 3.1k/s
METRICSingest · 48k/s
DEPLOYSwebhook · 24/d
COMMITSwebhook · 310/d
CONFIGwatch · drift
ROLLBACKauto · scoped
PR PATCHpr #482 · merged
CONFIGcap=256
RUNBOOKdb-pool.yml
POSTMORTEMdrafted
PAGE1 of 47DALTON· continuous ·SEESUNDERSTANDSFIXES

INPUTS

• logs
• traces
• metrics
• deploys
• commits
• config

CORE

1AI
continuous investigation
cross-layer correlation
causal, not coincident

OUTPUTS

• rollbacks
• patches
• config
• runbooks
• postmortems
• pages

● 03   HOW IT WORKS  ·  SEE → UNDERSTAND → FIXAUTONOMOUS ON APPROVED ROUTES · HUMAN IN THE LOOP

Three loops, running continuously.

Dalton is one AI that lives in your production environment. It sees what breaks, understands why, and fixes it - autonomously where you've approved it, with a human in the loop everywhere else.

01SIGNAL

DEVIATION · 3.2σ

t + 00:03

Sees it.

Ingests logs, traces, metrics, deploys. Models what normal looks like for every service. Flags deviations in seconds - not after the pager goes off.

• logs · traces · metrics
• deploys · config · CI
• baselines per service

02CAUSE

DEPLOYCODEINFRAsvc-paymentcommit a3f2k8s poddb-primary

t + 01:49

Understands it.

Correlates across architecture, code, deploys, infrastructure. Traces root cause, not symptom. Reads the commit. Finds the actual line that broke.

• cross-layer correlation
• commit-level blame
• causal, not just coincident

03FIX

function getPool(n) {
  const size = n;
  return acquire(Math.min(size, MAX));
}

PR #482 · MERGEDby dalton · auto-approved

t + 07:07

Fixes it.

Proposes a rollback, patch, or config change. Ships with a human in the loop, or autonomously on approved routes. Writes the postmortem while your coffee is still hot.

• auto-rollback on SLO regression
• PR patches with full context
• postmortem authored in-line

● 04   TRUST  ·  BUILT FOR PRODUCTIONSOC 2 TYPE II · GDPR · ZERO RETENTION

Connecting an AI to production is a serious decision.So we built it like it matters.

SOC 2 Type IICertified · AICPA

SOC 2Type II certified

GDPRCompliant by default

ZeroData retention

Read-onlyDefault posture

HumanLoop on critical actions

A

Read-only by default.

Dalton observes, investigates, and proposes. It doesn't touch production until you give it a scoped, revocable route to do so.

B

Never trains on your data.

Your code, logs, and incidents stay yours. No cross-tenant training, no retention beyond the incident window, no exceptions.

C

Human in the loop on critical actions.

Autonomous on the routes you approve. Proposal-only everywhere else. Every action is logged, diffable, and reversible.

● 05   CAPABILITIES  ·  UNDER THE HOODFOUR MODULES - ONE AI

Sees it. Understands it. Fixes it.

One AI, continuously investigating across your entire stack. Every signal caught, every pattern connected, every incident handled - autonomously and proactively.

checkout-svcpayment-apisearch-gw

01SIGNAL

Every signal, always.

Code changes, config drift, deploy patterns, production anomalies - Dalton watches all of it, all the time. Signals that slip between your tools don't slip past Dalton.

P1checkout · payments98.2% impact

P2inventory-svc12.1% impact

P3search-gw0.4% impact

-analytics-workerinternal

02PRIORITY

Ranked by customer impact.

Not by who screams loudest. Dalton weighs revenue, SLO breach, affected users, and blast radius - so the thing at the top is always the thing to fix first.

incident-a3f2t + 07:07

Pool exhaustion · db-primary

↶Auto-rollback to v2.14.7● ok

✎Opened PR #482

• connection cap● merged

✓Postmortem drafted● shared

03RESPONSE

Investigate. Fix. Move on.

Rollback, patch, or config - proposed with full context, shipped with human approval or autonomously on routes you've signed off. One-click replay on every recurrence.

04SIGNAL-TO-NOISE

Filters noise at the OS.

80% of pages are symptoms of the same upstream cause. Dalton groups them causally, suppresses duplicates, and wakes exactly the one person who can fix it.

● 06   PROOF  ·  FROM THE FIELDDIRECTOR OF ENGINEERING · COMMUNICATIONS

"We tripled reliability without tripling our SRE team - thetraditional model just doesn't scale."

Director of Engineering Communications · 40M MAU

-82%Incident duration

0On-call SREs

99.99%Availability

3.2×Deploy frequency

● 07   GET STARTED  ·  15-MIN WALKTHROUGHAVAILABLE TODAY · NO CREDIT CARD

See how it fits your stack.

15-minute walkthrough. We'll show how Dalton investigates, understands, and resolves issues in your actual stack - live, in your environment.