What is the Rovo Maturity & Adoption Assessment?

It's a focused engagement to assess how ready your organization is for Atlassian Rovo and where it can bring the most value. We review your Atlassian stack, data and governance, identify Rovo use cases and agents, and deliver a clear, step-by-step adoption roadmap.

Who is this Rovo service for?

It targets Atlassian customers (Jira, Confluence, JSM, Bitbucket) who want to move from isolated AI experiments to a structured Rovo rollout. Typical sponsors are CIOs, Heads of IT, Atlassian platform owners, and AI and transformation leaders.

What is the difference between Rovo and Atlassian Intelligence?

Atlassian Intelligence adds AI inside each product (e.g. summarizing issues in Jira, rewriting pages in Confluence). Rovo acts across tools as an intelligent teammate, offering unified search, chat and reusable agents. Our service helps you decide when to use Atlassian Intelligence alone and when to invest in Rovo agents.

What kind of Rovo use cases and agents do you help design?

We focus on practical scenarios such as IT incident triage and knowledge search, project status and risk summaries, and business self-service (HR, Finance, onboarding, policy Q&A). The result is a prioritized list of Rovo agents you can implement as quick wins and strategic initiatives.

How long does the Rovo Maturity & Adoption engagement take?

Typically a few weeks, with three phases: discovery of your context, analysis and prioritization of Rovo use cases, then definition of the adoption roadmap and first agent bundle. The exact duration depends on your scope and number of stakeholders.

What do we get at the end of the engagement?

You receive a Rovo readiness snapshot, a prioritized backlog of use cases and agents, a target view of how Rovo fits your architecture, and a phased adoption plan with recommended next steps.

Can you also implement and maintain Rovo agents?

Yes. After the assessment, we can design and build agents, support go-live and training, and provide ongoing maintenance and optimization so Rovo agents evolve with your processes and governance.

How do I get value from my Rovo license?

Most organizations license Rovo but stall at the pilot stage because they lack a structured use-case backlog and governance framework. Our assessment gives you both: a prioritized list of agents mapped to real business pain points, and a phased rollout plan with KPI milestones so every Rovo license generates measurable return.

Is Rovo worth it for my organization?

Rovo delivers measurable value when three conditions are met: your teams have defined knowledge workflows, you have at least one business line ready to adopt AI-assisted processes, and you have basic Atlassian governance in place. Our maturity assessment tells you exactly where you stand on each dimension before you invest further.

Data Platforms

Snowflake Cost Optimization

Snowflake's usage-based pricing model is powerful but unforgiving of inattention. Costs scale with usage, not with the value delivered. Without continuous optimization, spend grows faster than the outcomes it supports.

Idle and oversized warehouses running beyond workload requirements
Inefficient SQL and pipelines consuming credits unnecessarily
Unmanaged storage growth inflating costs quietly

Book a call with a Snowflake Expert

Building illustrating growing spends for Snowflake Cost Optimization Solution

Small inefficiencies, one heavy bill

The data platform line item grows quarter over quarter and no one in the room can explain why. The platform works, queries run, pipelines deliver. Yet the spend has quietly increased.

Idle warehouses keep burning credits

Snowflake's default auto-suspend interval means a warehouse keeps consuming credits for several minutes after a query finishes. Repeated across every burst of activity, that idle window adds up to a meaningful share of the monthly bill.

Renewals are negotiated on your own usage

Snowflake's consumption-based pricing turns contract renewal into a negotiation, starting from your actual consumption. Teams that haven't reviewed usage carefully often renew on terms that leave value on the table.

avg. cost surge in 2025 (YoY)

60%

of users face Total Cost Ownership (TCO) overruns

10x

more credits from unoptimized SQL

We audit usage across compute, storage and pipelines to find what's driving your bill, implement the fixes, and put a governance framework in place so the savings last.

Challenges	Outcomes
Uncontrolled credit spend	30–70% cost reduction
Slow queries, missed SLAs	Faster insights, same data
Storage ballooning quietly	20–35% storage savings
No governance or visibility	Live monitoring + alerts

Assess

We look at credit usage by user, by query, by time of day. In most cases clients are surprised what they find in week one.

(1-2 weeks)

Optimize

We don't just give recommendations, we refactor, we resize, we tune alongside your team

(1-3 weeks)

Govern

Optimization without governance reverts within 3 months. We set up monitoring and budget alerts that last.

(2-3 weeks)

Rovo-Training-Hypercare-Atlassian-CBTW-2

Sustain

The goal is a lower contract at renewal. Six months of consistent savings gives real negotiation leverage with Snowflake.

What drives Snowflake costs?

Most environments we look at carry identifiable inefficiencies across several cost categories (idle warehouses and default auto-suspend interval, warehouse sizing, poor SQL queries quality…) and the cumulative effect of addressing them is generally substantial enough to justify the effort.

Snowflake's consumption model rewards teams that understand their own usage and penalize those that do not. Snowflake costs are not opaque, but they require deliberate attention to see clearly.

How is Snowflake cost risk different from traditional infrastructure risk?

Teams migrating from fixed-cost on-premise environments often underestimate how different engagement rules are. On a traditional database, a poorly written query with an accidental cross join affects platform stability and triggers an incident. On Snowflake, it runs fine and shows up on the invoice.

The shift from infrastructure risk to cost risk is real, and adjusting to it takes deliberate attention, not just familiarity with the technology.

Is Snowflake cost optimization always the right move?

Not always. Optimize Snowflake costs pays off when spend reflects inefficiency, not genuine growth or a structurally expensive data model. A short usage audit shows which case applies before any changes are made.

How to start optimize and reduce Snowflake costs?

CBTW works as a Snowflake partner across AWS and Azure environments. We assess optimization candidates without prior commitment, on the basis that the analysis should make the case before any project begins. To discuss a review of your Snowflake environment, contact us.

Start with a free consultation

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Snowflake Cost Optimization

Small inefficiencies, one heavy bill

Idle warehouses keep burning credits

Renewals are negotiated on your own usage

"Snowflake's credit consumption model rewards teams that understand their own usage and penalize those that do not."

What It Cost for Your Organization

What You Get with Snowflake Optimization?

Our 4-Step Optimization Approach

Assess

Optimize

Govern

Sustain

Our Partnership with Snowflake

30+

15

6

Find the Most Common Answers Here

Book Your Free Snowflake Consultation