• Skip to primary navigation
  • Skip to main content
  • Skip to footer
Cyara

Cyara

Cyara Customer Experience Assurance Platform

  • Login
  • Contact Us
  • Request a demo
  • Login
  • Contact us
  • Request a demo
  • Why Cyara
    • AI-Led CX Assurance Platform
    • AI vision for CX
    • Cyara partner network
    • Cyara Academy
  • Solutions
    • Transform
          • TRANSFORM – Drive CX Change

          • Functional, regression, & objective testing | Cyara Velocity
          • Performance testing | Cyara Cruncher
          • See all use cases >
          • Cyara platform - Transform - Drive CX change
    • Monitor
          • MONITOR – Assure CX Journeys

          • Telecom assurance | Cyara Voice Assure
          • CX & telecom monitoring | Cyara Pulse 360
          • Call ID line assurance | Cyara Number Trust
          • Agent environment assurance | Cyara ResolveAX
          • CX monitoring | Cyara Pulse
          • See all use cases >
          • Cyara platform - Monitor - Assure CX journeys
    • Optimize
          • OPTIMIZE — Leverage AI for CX

          • Conversational AI optimization | Cyara Botium
            • Functional & regression testing for AI agents
            • LLM-driven AI agent testing
            • Load testing for AI agents
            • NLP analytics for conversational AI in CX
          • Generative AI assurance | Cyara AI Trust
          • See all use cases >
          • Cyara platform - Optimize - Leverage AI for CX
    • Connect
          • CONNECT — Assure WebRTC CX

          • WebRTC optimization | Cyara testRTC
          • WebRTC monitoring | Cyara watchRTC
          • WebRTC quality assurance | Cyara qualityRTC
          • See all use cases >
          • Cyara platform - Connect - Assure WebRTC CX
  • Resources
    • CX Assurance blog
    • Customer success showcase
    • CX use cases
    • Events & upcoming webinars
    • On-demand webinars
    • Resource library
    • Customer community
  • About Us
        • About Cyara

        • About Cyara
        • Leadership
        • Careers
        • Legal statements, policies, & agreements
        • Services

        • Cyara Academy
        • Consulting services
        • Customer success services
        • Technical support
        • News

        • CEO’s desk
        • Press releases
        • Media coverage
        • Cyara awards
        • Partners

        • Partners

Blog / CX Assurance

September 13, 2018

Barriers to Innovation in DevOps, Part 1: Funding Models

Gauthier Delmee, Cyara

Gauthier Delmee, Sr. Product Manager

Part of our work in the Domain Consulting team is to advise Cyara customers on their Agile/DevOps journeys. Something we’ve seen among many Cyara customers, and more broadly, is the constant pressure to innovate. Technological innovation continues, but that doesn’t mean organizations are equipped to handle it. In fact, quite a lot needs to change before they can truly innovate at the speed of technological advancement. Two main areas where we need to see change are funding structures and outsourcing models.

In this first of two posts, I’ll outline some of the barriers to innovation in terms of funding models, and suggest some ways to overcome them. In the second post, I will examine the barriers presented by outsourcing models.

Hand under illustration of sacks of money

The Drawbacks of Traditional Funding Models 

Many organizations fund IT projects using a traditional entitlement-based model. In this model, which usually follows a yearly cycle, significant resources are spent on preparing the business case and agreeing to the business requirements. Sometimes, this can severely affect timelines for the delivery of the actual project. One example I’ve encountered is a large data warehouse project. Approval of the business case had taken three years. Getting the business requirements agreed and documented had taken one year. This left six months to develop and three months to test — not exactly an ideal situation in terms of its impact of the end product.

The entitlement funding model also leaves projects vulnerable to politics — sometimes it’s not about the merits of the project being proposed, but about how good someone is at arguing their business case, or about who they know within the organization.

Finally, entitlement funding can lead to a situation where good money is being thrown after bad. When the funding is awarded up front, the project delivery team needs to keep going with the idea even if they’re not seeing a return.

An Alternative Funding Model

As I’ve said in a previous post, to match the pace of technological innovation, organizations need to take a new approach to funding. In The Startup Way, Eric Ries goes as far as to say that a different funding model is essential: “Believe me, if it was possible to accomplish the goal of creating an engine of continuous innovation without accounting reform, I’d be all for it. But, based on my experience, that is impossible.” But what does accounting reform mean? Ries and many other DevOps thought leaders advocate a model called Innovation Accounting.

Innovation Accounting

The main benefits of this Innovation Accounting model over the traditional Entitlement Funding model are flexibility, lower risk, and less waste. In essence, this model involves securing seed funding for an idea from an investment committee within your organization — essentially an internal VC group, sometimes known as a growth board — then securing further funding based on whether you’re achieving your goals for the product. If you are able to demonstrate a positive return, whether in terms of learnings or revenue, you can secure more investment and continue developing. For example, you could start by asking for a sum of $10,000 that allows you to do research, have conversations with customers, and develop a mock-up. If you get a positive response from customers, then you can secure more funding to develop a better minimum viable product or speak to more customers to validate your idea further. The more you demonstrate that your product solves a need, the more funding you can get to scale it.

Levels of Innovation Accounting

Since this is a complex framework, Ries breaks Innovation Accounting down into three levels.

1. Dashboard

This level shows a collection of metrics, usually around revenue, that are acknowledged to be important. For example, imagine a cell provider who had the objective of routing callers who want to recharge their prepaid cell credit to a channel with a lower cost to serve. Their suggested solution might be to send an SMS to that caller that redirects them to a website where they can recharge their credit. In this instance, the dashboard would track the number of callers, the number that would go to the website, the number that would recharge successfully, and so on over time. But it would also track how many of those customers changed their behavior the next time they wanted to top up their credit. These metrics could help the cell provider understand whether they should change the wording in the SMS or on the site to achieve their goal of customers topping up online rather than on the phone.

2. Business Case

In this level, metrics such as costs and retention become more important, and contribute to building a business case. In the cell provider scenario, they might consider whether the increased number of customers using the website to top up credit is actually cheaper. For example, how much are they spending on advertising to change the behavior? Asking these questions builds the business case for continuing to develop the solution.

3. Net Present Value

As Ries states, at this level, the goal is to translate learning into dollars by rerunning the full business case after each new data point. The cell provider would look at the net present value of every change they made while developing their solution. For example, if the previous week saw a 3.5% behavior conversion rate and this week saw a 3.7% rate, what would that mean in terms of additional value in today’s terms if they left the solution operating for three years? This is a more concrete way to validate the solutions than making assumptions on ROI, which is often the approach in Entitlement-Based funding. 

Is your funding model a barrier to innovation in your organization?

To learn more about how Domain Consulting can help you, contact us, or get in touch with your Account Executive.

Read more about: Agile Development, Automated Testing, Call Centers, Contact Centers, Customer Experience (CX), Customer Experience Issues, Design-driven Assurance, DevOps, Integrations, IVR testing, Performance Testing

Ready for seamless CX assurance?

Learn how Cyara’s AI-led CX productivity, growth, and assurance engine can help you eradicate bad CX.

Speak to an expert
Office view with Cyara dashboard

Related Posts

agent environment monitoring

November 20, 2025

Overcome Call Quality Challenges: How Agent Environment Monitoring Ensures Success for Hybrid and Remote Agents

Remote and hybrid agent environments can hide many CX defects. Overcome common CX challenges with an agent environment monitoring solution.

Topics: Agent Environment Monitoring, Automated Testing, Call Centers, Customer Experience (CX), Cyara ResolveAX

conversational AI governance

November 13, 2025

Conversational AI Governance for CX: Ensuring Compliance, Bias Mitigation & Reliability

AI-powered CX channels handle millions of interactions every day. Deliver accurate and reliable CX with conversational AI governance.

Topics: Artificial Intelligence (AI), Conversational AI, Conversational AI Testing, Customer Experience (CX)

AI CX dealbreakers

November 12, 2025

New Survey Data: The AI Dealbreakers Making Consumers Ghost

As customer expectations and Agentic AI technology evolves, you must avoid dealbreakers and deliver quality interactions for best results.

Topics: Agentic AI, Artificial Intelligence (AI), Conversational AI, Conversational AI Testing, Customer Experience (CX)

Footer

  • AI-Led CX Assurance Platform
    • Cyara AI Trust
    • Cyara Botium
      • Functional & regression testing for AI agents
      • LLM-driven AI agent testing
      • Load testing for AI agents
      • NLP analytics for conversational AI in CX
    • Cyara CentraCX
    • Cyara Cloud Migration Assurance
    • Cyara Cruncher
    • Cyara Number Trust
    • Cyara probeRTC
    • Cyara Pulse 360
    • Cyara Pulse
    • Cyara qualityRTC
    • Cyara ResolveAX
    • Cyara testingRTC
    • Cyara testRTC
    • Cyara upRTC
    • Cyara Velocity
    • Cyara Voice Assure
    • Cyara watchRTC
  • Use cases
    • Agent desktop testing
    • Cloud contact center monitoring
    • Contact center number test types
    • Contact center testing
    • Continuous testing
    • Conversational AI testing
    • CX monitoring
    • DevOps for CX
    • Email & SMS testing
    • Functional testing
    • Incident management
    • IVR discovery
    • IVR testing
    • Load & performance testing
    • Omnichannel testing
    • Outbound call testing
    • Regression testing
    • Voice biometrics testing
    • Voice of the customer
    • Voice quality testing
    • Web interaction testing
  • Resources
    • CX Assurance blog
    • Customer success showcase
    • Events & upcoming webinars
    • Resource library
    • On-demand webinars
    • Cyara portal & support site access
    • Customer community
  • About us
    • About Cyara
      • About us
      • Leadership
      • Careers
      • Cyara awards
      • Legal statements, policies, & agreements
    • Services
      • Cyara Academy
      • Consulting services
      • Customer success services
      • Technical support
    • News
      • CEO’s desk
      • Press releases
      • Media coverage
    • Partners
      • Partners
      • Integration & technology partners
      • Platform Integrations
  • LinkedIn
  • Twitter
  • YouTube

Copyright © 2006–2025 Cyara® Inc. The Cyara logo, names and marks associated with Cyara’s products and services are trademarks of Cyara. All rights reserved. Privacy Statement