marp: true theme: default class: lead

Frakma / Warble

AI-Run, Human-Governed Reliability

Multi-Persona Marketing Deck

Agenda

The Problem (all audiences)
CFO Track — Financial Predictability
CTO Track — Engineering Leverage
CSO Track — Sovereignty & Risk
Go-to-Market Plan — Open Source + Marketplace

The Problem

Alert fatigue: SRE teams manage 50+ services, drowning in noise.
High MTTR: Manual log/metric correlation slows every incident.
Rigid automation: Deterministic runbooks break on novel failures and lock you into a vendor's ecosystem.
The frontier-model tax: AI-ops built on GPT-4-class APIs means unpredictable cost and sensitive telemetry leaving your perimeter.

CFO Track

Financial Predictability in the AI Era

CFO: The Cost of Reliability Today

Human capital: Engineering/SRE time spent firefighting instead of building product — a direct opportunity cost.
SLA penalties: Downtime hits revenue and retention.
Tooling sprawl: Per-host / per-metric pricing scales unpredictably as you grow.

CFO: Opex vs. Inventory Framing

Legacy & proprietary AI: Scales with your data volume — the more you monitor, the more you pay.
Warble: Scales with inference tokens — a knob you control and budget, not one a vendor sets for you.

CFO: The Numbers

77% MTTR reduction in modeled internal pilots.
99.6% cost reduction in AI-ops spend vs. frontier-model APIs.
Incident memory becomes a durable, customer-owned asset — lowers onboarding cost and turnover risk.

Ask: Run the ROI & Fitment Calculator against your current tooling spend.

CTO Track

The AI Transformation in Operations

CTO: The Reliability Crisis

Complexity (K8s, microservices, multi-cloud) outpaces manual correlation.
Alert fatigue drives SRE burnout and turnover.
Deterministic auto-remediation fails on novel failure modes and hard-codes you into one vendor's runbook format.

CTO: The Autonomous Ops Loop

Observe → Reason → Act → Learn

Observe: Native ingestion of telemetry, logs, and traces.
Reason: Ops-tuned LLM hypothesizes root cause.
Act: Proposes and executes remediation, gated by human approval.
Learn: Builds incident memory specific to your architecture.

CTO: The Open-Core Ladder

Frakma / Avirka (OSS) — self-host, fully open, zero lock-in.
Warble Cloud — managed platform, faster time to value.
Phronix (Premium) — enterprise SLAs, indemnification, private fine-tunes.

Ask: Design partnership — pilot on a non-production Kubernetes cluster.

CSO Track

Sovereignty, Risk & Trust

CSO: Why Frontier-Model AI-Ops Is a Risk

Sending logs, traces, and infra state to a third-party API is a data exfiltration surface you don't control.
Frontier vendors set retention, training-use, and jurisdiction terms — often unacceptable for regulated or air-gapped environments.
Closed-weight models can't be independently audited for behavior or bias in remediation decisions.

CSO: How Warble Reduces Exposure

Avirka is Apache 2.0 — auditable source and weights, no black box.
Runs on a single H100, fully air-gapped: telemetry and reasoning never leave your environment.
Human-gated action: every remediation requires explicit approval — no autonomous write access by default.
Open-core model means no vendor can unilaterally change terms on code you already run.

CSO: Governance & Compliance Posture

Self-hosted deployment supports data residency and sovereignty requirements out of the box.
Incident memory stays inside your security boundary — no third-party retention of operational history.
Commercial tier (Phronix / Warble Cloud) adds SLAs, indemnification, and audit support for regulated customers who need it.

Ask: Security review of Avirka's source + threat model before a design partnership.

Go-to-Market Plan

Open Source (Linux/CNCF-style) + Marketplace Distribution

GTM Pillar 1 — Open Source, Linux-Foundation Playbook

License the OSS core (Avirka + Frakma) under Apache 2.0 — the same license class as Kubernetes, Kafka, and most CNCF projects.
Publish weights and code to GitHub and Hugging Face under the avirka / frakma orgs; treat these as the primary trust-building surface, not the sales surface.
Decision: we are pursuing the CNCF Sandbox path. Aligns Warble with the same governance and neutrality model that made Kubernetes, Prometheus, and OpenTelemetry defaults in enterprise infra. Tracked in #29.
Native integrations with the existing CNCF ecosystem (Prometheus, OTel, Kubernetes) so adoption requires no rip-and-replace.
Community motion: Discord/forum, Hacker News / r/LocalLLaMA / r/kubernetes seed launches, CLA-gated contributions to keep the core commercially clean.

GTM Pillar 2 — Warble Marketplace (warblecloud.xyz)

Domain secured: warblecloud.xyz, deployed on Railway.

Marketplace site — the "app store" layer on top of the OSS core: curated remediation playbooks + advisory listings. Tracked in #30.
Advisory marketplace, pay-as-you-go — fixed-price "small win" engagements (pilot setup, playbook authoring, incident-memory migration) and per-download/per-execution remediation playbooks — no subscription required to get value. Tracked in #31.
No-code workflows via n8n — hosted n8n instance (workflows.warblecloud.xyz) on Railway, giving non-engineering buyers and simple use cases a no-code on-ramp (e.g. "on alert → Slack notify") without needing the full Avirka/Frakma stack. Tracked in #32.
Longer-term: list Warble Cloud on AWS/Azure/GCP Marketplace to reduce procurement friction for enterprise buyers with committed cloud spend.

GTM: The Funnel by Persona

Stage	CFO	CTO	CSO
Awareness	ROI calculator, cost benchmarks	OSS repo, CNCF presence	Published threat model, Apache 2.0 audit trail
Trial	Shadow-mode pilot (no cost commitment)	Staging cluster pilot	Air-gapped self-host eval
Convert	Warble Cloud (predictable Opex)	Design partnership → Phronix	Enterprise SLA + indemnification

Sequencing

OSS-first credibility — ship Avirka/Frakma publicly, file CNCF Sandbox (#29).
warblecloud.xyz marketplace live — marketplace site (#30), pay-as-you-go advisory + playbooks (#31), n8n no-code workflows (#32).
Cloud marketplace listings — reduce procurement friction for Warble Cloud once there's pull demand.
Enterprise upsell — Phronix and SLA-backed contracts for CSO/compliance-driven buyers.

Tracking

All GTM execution items are filed as GitHub issues under warble-platform/warble-marketing.

Primary launch track (2026): AI Agent Engineering + No-Code Marketplace Launch — catalog, n8n studio, pay-as-you-go advisory. Static landing lives in campaign/marketplace/.

#36 — EPIC: AI Agent Engineering + No-Code Marketplace Launch (parent for #30–#35, #37–#39)
#13 — Worldwide launch GTM plan (OSS / FRAKMA community — sibling track)
#29 — CNCF Sandbox submission
#30 — Warble Marketplace site (warblecloud.xyz, Railway) — provisioned; content pending
#31 — Advisory marketplace, pay-as-you-go
#32 — n8n no-code workflows on Railway — provisioned
#34 — Replace SaaS boilerplate with Warble Marketplace content — P0 launch blocker
#35 — Apex warblecloud.xyz 404 / redirect — P0 launch blocker

Infra status (Railway project warble-marketplace):

Domain	Service	Template	Status
`app.warblecloud.xyz`	nextjs-saas-starterkit	nextjs-postgres-saas	Live; replace with `campaign/marketplace/`
`workflows.warblecloud.xyz`	Primary (n8n)	n8n-with-workers	Live, auth + templates pending
`warblecloud.xyz` (apex)	—	—	Custom-domain failing — 301 to `app`

DNS records and deploy notes: infra/railway/README.md · full launch plan: MARKETPLACE-LAUNCH.md.

Let's Talk

CFO: Run the ROI & Fitment Calculator.
CTO: Start a design partnership pilot on a staging cluster.
CSO: Request the Avirka security review package.
Let's kill the 3 AM page — together.

Avinizer.tech