Autonomous DevOps Execution — No More Manual Toil

Your Infrastructure
Executes Itself

One natural-language intent → a coordinated swarm of AI agents that plans, executes, verifies, and delivers — while you focus on what matters.

"Provision a staging EKS cluster with autoscaling" → Done in 4 minutes, with full audit trail and human approval checkpoints.

Request Early Access ↗ See the Comparison

Your Team Deserves Better

Infrastructure Work Is Eating
Your Engineering Velocity

Your senior engineers spend 60% of their time on manual DevOps toil — provisioning clusters, debugging pipelines, patching configs. Work that's repeatable, error-prone, and invisible to the business. SnapFlow automates it.

60%
of your senior engineering bandwidth lost to manual infrastructure toil — not shipping features
Days → Min
What takes a DevOps engineer 4 hours, SnapFlow does in minutes — with a full audit trail
Verified
convergent outcomes — declarative infrastructure, every change checked against real state, drift detected and corrected. No snowflake environments, no silent manual steps.
Zero
stored credentials — runtime OIDC vaulting means your cloud keys never touch a database

How SnapFlow Helps

From Intent to Infrastructure —
Fully Autonomous

SnapFlow is an autonomous execution layer for your infrastructure. Tell it what you need, and it handles the planning, execution, verification, and reporting — with safety built in.

⚡
10× Faster Operations
What takes hours of manual CLI work happens in minutes. Provision, deploy, scale, and audit without tickets or handoffs.
🛡
Safety by Default
Every destructive action requires human approval. Agents run in isolated ephemeral containers. Credentials are fetched at runtime — never stored.
📋
Full Audit Trail
Every operation is logged with structured outputs, cost impact, and rollback paths. Compliance-ready by design.
🔌
Works With Your Stack
AWS, GCP, Azure, Kubernetes, Terraform, GitHub, Datadog, PagerDuty — no rip-and-replace. Your existing tools, now autonomous.

How It Works

From Intent to Done —
Four Layers of Automation

SnapFlow's architecture is designed for production. Each layer is independently hardened, together delivering autonomous infrastructure execution you can trust.

Your Intent
Cortex Plans
Agents Execute
1. Understand
Cortex Planner
Your natural-language request is converted into a production-grade execution plan — a DAG of tasks with built-in cost estimates and risk scoring before anything runs.
2. Execute
Blackboard Runtime
A lease-based engine claims tasks and tracks state 24/7. If something drifts, it self-heals. Real-time streaming so you never wonder what's happening.
3. Stay Safe
Safety Infrastructure
Every agent runs in an isolated, ephemeral container. Credentials are fetched at runtime and never stored. Destructive actions pause for human approval.
4. Stay Correct
Discovery & Reconciliation
Before touching your infrastructure, a read-only discovery swarm maps it. Changes are reconciled continuously — manual drift is detected and alerted in seconds.

See the Difference

SnapFlow vs.
Doing It Yourself

Your engineers are expensive, busy, and irreplaceable. SnapFlow handles the repeatable infrastructure work so they can focus on what only they can do.

Task Manual (Your Team) SnapFlow
Time to provision ✗ 4–8 hours (context switching, waiting, debugging) ✓ Minutes — fully automated
Risk of human error ✗ High — forgot flag, wrong region, typo in config ✓ Low — every change verified against real state and self-corrected
Audit trail ✗ Slack messages and memory ✓ Structured logs, cost impact, rollback path
Safety for destructive actions ✗ Trust and peer review ✓ Human approval gate + ephemeral sandbox
Credential security ✗ Stored keys, env files, shared tokens ✓ Runtime OIDC — zero stored credentials
Scaling ✗ Hire more engineers ✓ Add more agents — no headcount needed
Bottom line: What takes a senior DevOps engineer 4 hours → SnapFlow does in 4 minutes, with full audit trail and human approval. Your team ships features; SnapFlow ships infrastructure.

No Surprises

SnapFlow Maps Before It Moves

Most automation tools touch your infrastructure blindly. SnapFlow starts with a read-only discovery phase — mapping every asset, dependency, and config before proposing any change.

🔍 Discovery
Read-Only Reconnaissance
SnapFlow scans your infrastructure first — AWS, GCP, Kubernetes, Terraform state. It builds a complete dependency map before touching anything.
🔗 Dependencies
Hidden Link Detection
Automatically identifies undocumented connections between cloud assets. No more "I didn't know that S3 bucket was critical to prod."
🔄 Reconciliation
Continuous Drift Detection
If someone makes a manual change outside SnapFlow, it's detected and flagged — and your infrastructure is reconciled back to its declared state.

Built for Enterprise Trust

Your Infrastructure,
Your Control

SnapFlow was designed from day one for teams that can't afford downtime, data leaks, or compliance violations. Security isn't a feature — it's the foundation.

🛡
Ephemeral Sandboxing
Every agent runs in a short-lived, isolated container. No cross-tenant contamination. No persistent agent runtime on your network.
🔑
Zero Stored Credentials
Cloud credentials are fetched at runtime via OIDC token exchange. Your keys never touch a database, log file, or LLM context window.
👤
Human-in-the-Loop
Every destructive or permission-changing action pauses for human approval via Slack, GitHub, or the SnapFlow dashboard.
📊
Complete Audit Trail
Every execution is logged with structured outputs, cost metrics, and rollback paths. SOC 2-ready from day one.
—
Control readiness
Controls mapped to the standards enterprise buyers ask for
SOC 2 ISO 27001 CIS Controls v8 GDPR
Self-attested, audit-ready evidence — verified live from our platform. Not a certification.
View Trust Center → security.txt

What You Can Do With SnapFlow

From Provisioning to Incident Response

Any repeatable infrastructure task. Any cloud. Any toolchain. One intent.

Infrastructure
Provision
"Spin up a staging EKS cluster with autoscaling, a Redis cluster, and an RDS read replica." Done in 4 minutes.
Security
Audit & Remediate
"Scan all S3 buckets for public access, flag violations, and apply the correct ACL policy." Done.
CI/CD
Deploy & Verify
"Deploy the latest build to staging, run integration tests, and promote to prod if green." One command.
Operations
Respond
"Investigate the PagerDuty alert on payment-service, check Datadog logs, and scale up the node group." Autonomous triage.

Outcome-Based Pricing

Pay for Work Done.
Nothing Else.

No seat licenses. No paying for idle software. You buy DevOps Credits that map directly to completed, verified infrastructure work.

What a Credit Buys

Tasks are priced by complexity — you only pay for what you need.

⚡
Simple — 1 Credit
Minor configs & access controls. Provision an IAM role, configure an S3 bucket, create a CloudWatch alert.
📐
Medium — 5 Credits
Architecture blueprints & integrations. Deploy a multi-region CI/CD pipeline, set up staging, configure VPC peering.
🏗️
Complex — 10 Credits
High-stakes multi-step orchestration. Zero-downtime DB migration, hardened auto-scaling Kubernetes cluster, production failover.
Starter
$1,500/mo
Early-stage startups & small teams
  • 100 DevOps Credits per month
  • Up to 5 concurrent operations
  • Real-time streaming dashboard
  • Full audit trail & HITL gates
  • Unused credits roll over (up to 100%)
  • ✓ Zero-risk guarantee
Get Started
Best Value
Growth
$5,000/mo
Scaling companies shipping daily
  • 400 DevOps Credits per month
  • Unlimited concurrent operations
  • Multi-team workspaces
  • Agent memory persistence
  • Priority support
  • Unused credits roll over (up to 100%)
  • ✓ Zero-risk guarantee
Get Started
Scale
$10,000/mo
Enterprise-grade delivery pipelines
  • 1,000 DevOps Credits per month
  • Unlimited concurrent operations
  • SSO & SCIM provisioning
  • Custom agent registry
  • Compliance exports
  • Dedicated CSM
  • Unused credits roll over (up to 100%)
  • ✓ Zero-risk guarantee
Contact Sales

🔒 Zero-Risk Execution Guarantee

Credits are only deducted when our Blackboard Runtime confirms a hash-verified successful deployment state. If a cloud provider API times out or errors mid-execution, SnapFlow rolls back and automatically refunds your credits instantly. You only pay for work that is 100% done.

Predictable
Flat Tier
Fixed monthly credits matching your shipping velocity. Top up anytime.
Rollover
Up to 100%
Unused credits roll over monthly — no use-it-or-lose-it.
Risk-Free
Auto-Refund
Cloud timeout or error? Credits instantly returned. Only pay for verified work.
vs. Hiring
10× Cheaper
Full infrastructure team throughput at a fraction of a single salary.

How We Compare

Why SnapFlow Instead of
DIY Automation?

The DevOps tool landscape is crowded. SnapFlow is the only platform that goes beyond suggestions and scripts — it autonomously executes and verifies infrastructure work.

Capability SnapFlow GitHub Copilot Linear / Jira Pulumi / Terraform DevOps Agencies
Autonomous execution (not just suggestions) ✓ ✕ ✕ ✕ ✕
Natural language → infra / CI/CD ✓ Partial ✕ ✕ ✕
Multi-agent parallel task execution ✓ ✕ ✕ ✕ ✕
HITL approval for safe automation ✓ ✕ ✕ ✕ ✓ (slow)
Full audit trail + structured outputs ✓ ✕ Partial Partial ✕
Real-time streaming results ✓ ✕ ✕ ✕ ✕
Bottom line: Copilots suggest. SnapFlow does. If your team spends more than 10 hours a week on repeatable infrastructure work, SnapFlow pays for itself in the first month.

Get Started

Ready to Automate Your
Infrastructure Operations?

Join the teams using SnapFlow to ship infrastructure in minutes instead of days. Early access is open — deploy your first intent in under 10 minutes.

1. Describe
What do you need?
Type it in natural language. "Provision a staging cluster with monitoring." No YAML. No DSL.
2. Review
See the plan
SnapFlow shows you the execution plan, cost estimate, and risk score before anything runs. Approve with one click.
3. Done
Get the result
Full audit trail, structured output, and rollback path. Your infrastructure, delivered autonomously.

Works with AWS, GCP, Azure, Kubernetes, Terraform, GitHub, and more.