FinOps program kickstart
Scope, priorities, and a practical plan to get FinOps running: operating rhythm, ownership, and tooling sized to your organization — with an eye toward what leadership actually needs to decide.
GriffinLabs · Griffin Innovations LLC
JC Griffin
GriffinLabs makes FinOps and tokenomics accessible — turning cloud and generative AI spend into data the business can act on, from SMBs through midsize and large IT teams.
Founder-led. You work with JC directly. Enterprise FinOps experience, full-stack and cloud architecture depth, and an agentic delivery model built to extend what a lean team can do.
FOCP · FinOps X 2026 & AWS re:Invent speaker · Founder, Griffin Innovations
About
Accessible FinOps and tokenomics — with enterprise program experience and an agentic delivery model behind it.
GriffinLabs was founded on the belief that FinOps and tokenomics can be accessible to every business operating in the cloud or innovating with generative AI. The focus runs from SMBs through midsize and large IT organizations — not only companies that already have a FinOps team on the org chart.
Founder JC Griffin shaped that philosophy after years starting and leading enterprise FinOps programs. Identifying savings and surfacing quality data is only half the work. It still has to reach the business in a form people can act on — so cloud and AI spend ties to better investment decisions and ROI. That is where GriffinLabs differentiates.
GriffinLabs has been in the AI space from day one. An agentic delivery model extends what a lean team can cover: reporting, executive narratives, and operational depth that used to mean staffing a large FinOps bench.
Under that sits a longer technical track record as a full-stack developer and cloud architect, from startups through Fortune 100, with FinOps program builds across AWS, GCP, and Azure. Based in Austin, TX. GriffinLabs is a consultancy under Griffin Innovations LLC, not a client roster.
Services
Program kickstarts, fractional leadership, and AI-era cost work — built so savings and data reach the business, not just the FinOps queue.
A good fit for cloud-native SMBs, growth-stage companies, and midsize to large IT organizations — anywhere FinOps or AI spend needs to connect to business decisions, not just dashboards.
Fractional FinOps
Part-time FinOps leadership without a full-time hire. Reporting cadence, optimization backlog, engineer partnership, and finance alignment — plus delivery that scales through agentic workflows.
Cost visibility & chargeback readiness
Allocation and tagging that engineering and finance can trust, whether you need showback or chargeback. The goal is shared numbers and decisions, not another spreadsheet.
AI, LLM spend & tokenomics
Track, attribute, and govern generative AI usage as adoption spreads — including token economics — before spend shows up as a line item nobody owns.
Actionable reporting & automation
Executive narratives, summaries, and hygiene checks that used to require a large FinOps bench. Agentic delivery handles the repetitive work so your team focuses on what moves ROI.
Founder-led engagement
You work directly with JC. Straightforward scope and delivery for teams that want senior help without a big consulting apparatus.
Speaking
FinOps X and re:Invent sessions on making cost intelligence actionable — including agent workflows that scale beyond a single specialist.
FinOps X 2026 Breakout D · Level 300 · AI for FinOps
From Specialist Bottleneck to AI-Powered Scale: AI as a Force Multiplier for FinOps Democratization
How headless agent workflows produce executive cost narratives that teams can act on — so FinOps insight is not trapped with one specialist.
AWS re:Invent 2025 Cloud Financial Management
Automate Insights and Drive Innovation with Cloud and AI Solutions
Automating monthly cloud-cost executive summaries with AI agents — the same philosophy GriffinLabs applies in client delivery.
Recording link coming soon.
FOCP — FinOps Certified Practitioner (FinOps Foundation, Sep 2022)
Connect
Email directly — no form. Especially if we met at FinOps X.
Based in Austin, TX, Central Time. Whether you are an SMB picking up FinOps for the first time or a larger IT org scaling cloud and AI spend — email anytime. JC reads every note and replies when there is a real fit.
Scan to connect
contact.griffinlabs.io/finopsx