EveryOps | One Platform. Every Operation.

The EveryOps Operating Model

Turn enterprise systems into governed action.

Every governed action produces a measurable benefit — lower cost, tighter security, steadier operations, stronger resilience. Each gain is proven on the record once the action runs, not just promised.

Bring Your Own ToolsBYOTBring your own tools

Cloud & infrastructure

IaC & pipelines

MCP server

Observability

ITSM & ticketing

Security signals

One operational systemOne system

OPERATIONAL DECISION INTELLIGENCE

Reasons across all operational domains

Action in. Benefit out.

Every governed action returns a measurable result — lower cost, tighter security, steadier operations, stronger resilience.

Governed action

Recommendation

An evidence-based recommendation, accompanied by the reasoning behind it.

Approval

A human approves every meaningful change. Maker / checker.

Action

Carried out through your identity. Every action immutably recorded.

Governed action

RecommendEvidence-based, with reasoning

ApproveA human signs off

ActRuns in your identity

The decision engine

How does EveryOps decide what to do?

Every change is scored by the EveryOps SCOR index — Security, Cost, Operations, Resilience — once it runs. Four consequences, measured together, every time.

Traditional AI

Deploy checkout service?

Executing without contextual evaluation.

One dimension. No questions asked.

EveryOps

Deploy checkout service?

Scored on its operational consequences.

Security Cost Operations Resilience

Four operational consequences, scored on every action.

Security What does this expose?

Does this open an attack surface, widen access, or touch sensitive data? SCOR scores it against your active policy (SOC 2, PCI-DSS, NIST) once it runs.

Cost How much does this cost?

What does this cost to run, now and to keep running? SCOR scores the cost delta against your budget envelope.

Operations What's the impact?

What does this touch, and did it deploy cleanly? SCOR scores the blast radius across dependent systems.

Resilience What if this fails?

If this goes wrong, can it recover? SCOR checks SLO impact, a rollback path, and the headroom to absorb failure.

Every decision has four consequences. Most tools optimize one.
EveryOps scores all four, every time.

SCOR evaluates all four consequences deterministically, on every action, and hands your team a verdict it can defend.

Watch SCOR evaluate.

Select an operation below. SCOR scores each of the four consequences from 0 to 5 (higher is safer), reconciles what it can, and settles on a verdict.

Each is a real operational action; pick one to watch SCOR score all four consequences.

SCOR · scoring four consequencesOperation · Deploy checkout

Scenario—

SSecurity

Evaluating exposure…

—/5—

CCost

Evaluating spend…

—/5—

OOperations

Evaluating impact…

—/5—

RResilience

Evaluating risk…

—/5—

Evaluating SCOR is scoring four consequences…

Approval required → Approved → Executed → Recorded

Cross-domain intelligence Full audit trail BYOT — Bring your own tools HITL — Human in the loop

What SCOR delivers

When SCOR's four operational outcomes come together, your business unlocks four lasting, compounding advantages.

Risk, caught in the record

Every change is scored for blast radius, cost, and failure modes — the risk it carried is caught in the record, not discovered weeks later.

Governance you can prove

Every decision leaves a record: which policy applied, what was evaluated, who approved. When an auditor asks, the answer already exists.

Accelerated execution

What once needed multiple teams and a meeting now lands on the approver's desk pre-justified and ready to go.

Four tensions, held in balance

Security, cost, operations, and resilience pull in different directions. SCOR holds all four in one frame — so you never strengthen one while weakening another.

Proof · 90 days in production

One application. Ninety days. The SCOR improves.

Not just a metric — a score the platform improves. In one 90-day window, a Tier-1 app ran 147 governed actions; its score climbed 3.3 → 4.5.

147 governed actions Every action human-approved Full audit trail One Tier-1 application

Day 0 · baseline

3.3

Below target

+1.2 → 90 days

Day 90 · with Cindy

4.5

Excellent

SSecurity

3.2→4.4+1.2

Closed 23 over-permissive IAM policies. Auto-remediated drift on 8 PCI-scope resources.

CCost

3.6→4.5+0.9

Right-sized 14 idle instances. Blocked 6 inefficient provisions at the IaC stage.

OOperations

3.6→4.6+1.0

Auto-validated 312 deploys against policy. Manual approval queue eliminated.

RResilience

2.9→4.6+1.7

Predicted and prevented 4 SLO breaches. Auto-scaled the connection pool 11 times.

Net SCOR: +1.2 (3.3 → 4.5). Every action checked on all four dimensions first — no gain at another's hidden expense.

Agentic operations

Every operational change Cindy makes is approved before it runs — and carries a SCOR after.

One operator across every operation. Cindy recommends, you approve, and SCOR rates the run once it is done.

Cindy·recommends Staged — not yet run

You asked

My app runs fine, but traffic is growing. Are there any silent threats that could break it later?

Signal · no errors today — but the silent threat is real: a memory leak. Heap grows ~6%/week, never reclaimed. prod-a runs out in ~3 weeks.

Place new replicas on a second cluster

− replicas: 6 · all scheduled on prod-a

+ replicas: 8 · 2 placed on prod-b

How it runs: 2 replicas on prod-b · both clusters held under 75% · watched 24h

Blast radius: 2 clusters · additive only · no existing pod moved or restarted

Another option

Fix the root cause — the JVM can’t reclaim the C++ module’s native memory, so it is never freed. Close the model object after each inference to release it.

✓ You approveHuman in the loop

Cindy·acts Ran — on the record

Action · what actually changed

→ 2 replicas placed on prod-b · prod-a heap headroom 16% → 39%

SCOR · the impact of this run · this request → Resilience

SSecuritySecOps4.7/5Pass

CCostFinOps3.6/5Watch

OOperationsDevOps4.5/5Pass

RResilienceSRE4.9/5Pass

Resilience up, cost down — one action, measured across all four. Every run keeps its plan, its approver and its score.

One Platform.Every Operation.

Turn enterprise systems into governed action.

How does EveryOps decide what to do?

Watch SCOR evaluate.

When SCOR's four operational outcomes come together, your business unlocks four lasting, compounding advantages.

One application. Ninety days. The SCOR improves.

Every operational change Cindy makes is approved before it runs — and carries a SCOR after.

Ask Cindy your first question.

One Platform.
Every Operation.