Built
into
the
product.
Designed
for
Performance
We partner with technology companies to design, embed, and scale AI copilots and autonomous agents that enhance the core product experience. Whether you’re building for marketers, developers, analysts, or operators, our agentic systems elevate usability, speed up decision-making, and power intelligent workflows directly inside your platform.

Fundamental layer to elevate software beyond the ordinary

AI is redefining the product frontier for technology companies. More than an add-on, it serves as a fundamental design layer that transforms user experiences, streamlines workflows, and elevates software beyond the ordinary. By embedding intelligence at every level, AI empowers products to operate faster, smarter, and more intuitively than ever before.

Across SaaS platforms, developer tools, and enterprise software, agentic systems act as intelligent partners, delivering the adaptability, precision, and personalization users demand. From automating repetitive tasks and predicting user needs to enabling product-led growth and scaling innovation, AI helps technology companies create smarter tools that work in real-time and at scale.

33%
of enterprise software applications will include agentic AI
According to a report by Gartner, 33% of enterprise software applications will include agentic AI by 2028, up from less than 1% in 2024.
15%
of day-to-day work will be performed autonomously
Gartner predicts at least 15% of day-to-day work decisions will be made autonomously through agentic AI by 2028, up from 0% in 2024.

Use Case Categories

In the Technology sector, we target categories where tech companies can use AI to accelerate product differentiation, deepen user value, and scale intelligent automation. Each category reflects a different layer of the software lifecycle, from experience to infrastructure.

Product Copilots

AI copilots built into your product’s core workflows to help users plan, decide, and act faster and smarter. From finance automation to content generation to analytics insight, copilots enhance your value proposition with intelligence at the point of action.

Workflow Agents

Autonomous agents that execute complex tasks behind the scenes, be it campaign orchestration or system monitoring or integration resolution; freeing up teams and elevating user satisfaction.

Intelligence & Personalization

Real-time user insights and behavior-based personalization that shapes UI, content, and in-product journeys to drive better outcomes and deeper engagement.

Measurable Outcomes

Our work accelerates product strategy, AI integration, and end-user experience. We measure success across six value levers that capture true business impact.
Time-to-market
Engagement & Retention
Product Differentiation
Scalability & Efficiency
AI Enablement
AI Adoption

Top Use Cases in Technology

Our top three use cases are transformative yet implementation-ready. If you are considering embedding AI into core products or powering your next-generation workflows, these use cases offer strategic value without long ramp-up times.

In-product AI Copilot

A contextual assistant embedded into the core product workflow. It offers personalized recommendations, generates content, answers user queries, and assists with complex tasks, turning static SaaS features into guided, intelligent experiences.

Support Agent

A fully integrated support agent that triages user requests, troubleshoots common issues, and resolves tickets inside the platform. Reduces wait times, increases CSAT, and lowers support costs.

Personalization Engine

A system that ingests user actions, intent, and behavior signals to adapt product experience in real time, recommending the next best feature, surfacing insights,and guiding users toward successful outcomes.