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Briolink

The AI-Powered Service Model Nobody Expected for IT Firms

Discover why outcome-based subscriptions are reshaping IT business profitability now.

June 17, 2025
in Technology
Reading Time: 2 mins read
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IT services firms are facing stagnant growth, despite advances in AI, due to tight budgets and ongoing pricing pressures. To drive profitability, companies must move beyond traditional billing tied to employee hours and adopt new models like subscription-based, AI-powered services that separate revenue from headcount.

Globant’s introduction of AI Pods exemplifies this shift. These Pods use a mix of automated AI agents and human oversight, offered as a monthly subscription with capacity measured in tokens. Clients pay for results, not hours worked, enabling more predictable costs and consistent outcomes. For example, in software development, AI Pods can automate coding and testing, with human supervisors ensuring quality and alignment with business goals.

This approach delivers several key business benefits:
– Automation of Repetitive Tasks: AI agents handle routine work, reducing costs and freeing employees for higher-value activities.
– Enhanced Data Analysis: Built-in analytics provide actionable insights, supporting faster, smarter decision-making.
– Flexible Service Delivery: Companies can quickly scale Pods up or down based on demand, improving operational agility.
– Improved Productivity and Consistency: Standardized AI workflows ensure faster, more reliable project delivery.
– Quality Control: Human supervision maintains compliance and meets client standards.

However, successful adoption requires clear, transparent pricing and a willingness from clients to adapt their internal processes. The token-based model must be easy to understand, ensuring that customers feel they are paying for tangible results, not just AI effort.

Not every business function will benefit equally. AI Pods are most effective in areas like development, testing, and automation, but may offer less value for creative or strategic work such as UX design.

For IT service providers, the rise of AI-native delivery models brings both challenges and opportunities:
– Pricing Pressure: Clients expect AI-driven productivity gains to be reflected in service costs.
– Competitive Risk: Firms slow to adapt may lose business to more innovative, AI-focused rivals.
– Shift in Value Creation: Intellectual property—such as proprietary AI agents and automation tools—becomes a key differentiator, not just workforce size.

To stay competitive, companies should:
– Identify projects suitable for AI-driven delivery and outcome-based pricing.
– Invest in developing reusable AI assets and internal automation platforms.
– Pilot modular, token-based offerings in high-impact areas like software development and support.
– Engage clients in discussions about aligning pricing with business outcomes.
– Maintain flexibility by avoiding dependence on a single technology stack.

In summary, as AI transforms IT services, success will depend on moving to flexible, outcome-focused models, investing in proprietary AI capabilities, and delivering measurable value to clients.

Tags: AI PodsautomationIT servicesoutcome-based pricingsubscription model
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