See how it works

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/sTRACESingest · 3.1k/sMETRICSingest · 48k/sDEPLOYSwebhook · 24/dCOMMITSwebhook · 310/dCONFIGwatch · driftROLLBACKauto · scopedPR PATCHpr #482 · mergedCONFIGcap=256RUNBOOKdb-pool.ymlPOSTMORTEMdraftedPAGE1 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-primaryROOT
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;+ const size = Math.min(n, MAX); return acquire(size);}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.

AICPA SOC for Service OrganizationsSOC 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.

Learn more
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.

Learn more
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.

Learn more
47 alerts →1 page
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.

Learn more
● 06   PROOF  ·  FROM THE FIELDDIRECTOR OF ENGINEERING · COMMUNICATIONS

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

Director of EngineeringCommunications · 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.

SOC 2 Type IIGDPR compliantZero retentionRead-only defaultHuman-in-the-loop