Financial Services

Engineering Intelligence for Financial Services

Accelerate innovation while maintaining rigorous compliance. Jellyfish provides financial institutions the visibility to align engineering investment with business strategy, automate R&D tax credit reporting, and manage risk at scale.

Jellyfish Financial services

Maximize ROI on Engineering Spend

Gain a real-time view of Resource Allocation to quickly pivot when needed and your teams are focused on business outcomes.

Ship Securely and Reliably

Track DORA metrics alongside security and maintenance work to ensure that "moving fast" doesn't compromise compliance requirements.

Measure and Scale AI Transformation

Quantify the impact of your AI investments to see how AI is impacting velocity, quality, and how to scale properly.

“Jellyfish AI Impact allows us to measure the suggestion acceptance rate for each language – how often developers are accepting the code that AI tools are offering.”

Nicole Nunziata

Director of Engineering at Varo Bank

“Jellyfish has transformed the way we work. Since adopting the platform, our team performance has increased by approximately 30% and our delivery has become significantly more predictable. It has bridged the gap between engineering, product, and finance, allowing us to connect our technical efforts directly to business priorities.”

Jamie Adalberto Lopez Vivas

SVP of Engineering at Siigo

“Jellyfish plays a crucial role in software capitalization by tracking how our teams allocate their time. This provides valuable insights from both a financial and resource allocation perspective, enabling more data-driven decision-making.”

Joao Freitas

GM & Engineering Lead at PagerDuty

What Financial Services Teams Can Do with Jellyfish

Quantify AI Impact

Measure the true ROI of your AI initiatives. Track how tools like GitHub Copilot, Cursor, and Claude are influencing throughput and cycle times across your portfolios, allowing you to validate AI spend to the C-suite with hard data rather than anecdotes.

Unify Metrics and Gain Visibility

Break down silos between disparate toolchains. Ingest data from across your entire SDLC into a single source of truth, providing a centralized “Engineering Command Center” for engineering health, AI programs, and delivery velocity.

Accelerate Insights

Empower leadership with an AI-powered assistant for engineering management. Use natural language to query your data—ask “Which high-priority regulatory projects are at risk of slippage?” and get instant, actionable answers to drive faster decision-making.

Optimize Developer Experience

Retain your top engineering talent by removing friction. Use Jellyfish DevEx surveys and system data to identify the bottlenecks—like slow CI/CD pipelines or excessive “red tape”—that hinder developer flow and slow down digital innovation.

Drive Higher Engineering Productivity

Visualize your “Run the Bank” vs. “Change the Bank” spend with surgical precision. Categorize work by strategic initiative, product line, or regulatory requirement to ensure your headcount is always allocated to the highest-leverage business opportunities.

Why Jellyfish for Financial Services

Security, scale, and flexibility — without compromise. Here’s why the largest financial institutions trust Jellyfish to run their engineering intelligence.

Enterprise-grade security, without access to your code

Jellyfish is audited to the standards financial services teams require, and we never need read access to your source code. Our metadata-only approach means you get full engineering visibility without ever exposing your IP.

The largest customer base means faster time-to-value

Jellyfish works with more engineering organizations than any other platform in the market. That depth translates into faster implementation, proven deployment patterns, and benchmarks drawn from real data — not industry surveys.

Extensible enough for the most complex environments

Financial services orgs run complex internal toolchains. Jellyfish is designed to fit alongside them. Our open, API-first platform integrates with proprietary systems and scales to the size of your engineering org without breaking.

Integrations

Work Seamlessly With Your Stack

Jellyfish connects to the tools and systems your teams already use—no workflow changes required.

Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Git
Git
Jira
Jira
Bitbucket
Bitbucket
Azure
Azure
Azure repos
Azure Repos
Azure Boards
Azure Boards
Productboard
Productboard
Github
Github
Linear
Linear
Azure DevOps
Azure DevOps
SonarQube
SonarQube
Greptile
Greptile
CodeRabbit
CodeRabbit
ProductPlan
ProductPlan
Aha!
Aha!
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Github Copilot
Github Copilot
Google Gemini
Google Gemini
Amazon Q
Amazon Q
Cursor
Cursor
sourcegraph
Sourcegraph
Windsurf
Windsurf
Claude
Claude
Google Sheets
Google Sheets
Google Calender
Google Calender
Gitlab
GitLab
Slack
Slack
PagerDuty
PagerDuty
Jenkins
Jenkins
CircleCI
CircleCI
Opsgenie
Opsgenie
Resources

Learn and Lead

Guides, frameworks, and research to help improve performance and build high-functioning engineering orgs.

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2025 DORA Insights Report

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