# ANI · Agentic Native Integration

> ANI is human-centered marketing transformation in the age of AI, for retail and consumer brand leaders who want to start or accelerate their agentic transformation. ANI is part transformation consultancy, part suite of agents and products that automate marketing workflows, built on real use cases with real clients. Founded and run by Christina Kurbanov.

Website: https://ani-enterprise.com/
Founder: Christina Kurbanov, a decade as a Chief of Staff to CMOs, CEOs, and enterprise leaders (Meta, Instagram, Nike, Lululemon) focusing on strategy and operations, transformation, and growth.
Contact: christina@ani-enterprise.com · https://www.linkedin.com/in/christinakurbanov/ · https://christinakurbanov.substack.com/

## Why ANI

ANI is human-centered transformation applied to AI, built for lean, fast-growing teams: redesigning how work gets done alongside the existing revenue plan, with the domain experts who carry the historical context at the center of the system, and a bias toward roles that compound.

There is tremendous opportunity in AI integration right now, and companies spending on AI are not seeing real change. Christina Kurbanov is a marketing operator who does this integration work better and faster than the competition. Christina spent a decade as a Chief of Staff to CMOs, CEOs, and enterprise leaders (Meta, Instagram, Nike, Lululemon) focusing on strategy and operations, transformation, and growth.

## Services

Five services. They can be engaged separately, but they work best in order: understand how the work actually runs, bring the leaders with you, build, then teach the team to keep building.

1. Transformation planning: an objective assessment of how operations run today - workflows, data, decision rights, systems, incentives, and habits - and an end-to-end map of the work that matters. Delivers a prioritized roadmap with an owner and a date against each item.
2. Leadership coaching: one-to-one work with the executives who own the function, on their real material, in private. Leaders leave able to tell a good result from a confident one, and able to sponsor the work publicly.
3. Strategy support: a leader's right hand through the decisions that come after the plan is signed - build versus buy, vendor and platform choices, governance, and the agent <> human operating model. Measurement that survives a board meeting.
4. Workflow automation: prioritize honestly, prototype quickly, and put the human where judgment belongs. Build the context layer first - docs, permissions, data, feedback loops - then deploy on a schedule. The client's team owns what is built.
5. Team bootcamp: hands on keyboards, on the company's own live work. Every session ends with an asset the team keeps, plus a written internal playbook so the practice survives the people who attended.

## Working principles

1. People routinely overestimate what AI can change in the short-term. Models improve faster than companies. Real change requires an objective assessment of existing operations and improvement to workflows, data, decision rights, processes, systems, incentives, habits, and culture. Then the automation.
2. Agents can replace tasks, not jobs. Jobs are composed of thousands of tasks layered with nuance, decisions, relationships, judgement, and friction. ANI works toward the right balance between agentic and human responsibilities.
3. Early failure in automation is inevitable. Agentic work has a high upfront investment in human capital: setup, testing, patience. Training is more critical than shipping.
4. Humans have agency. Leaders and teams must have ownership over the orchestration of their work: they set direction and goals, manage agents, decide the level of automation, decide when to intervene, and are accountable for outcomes.
5. Specificity matters. As intelligence gets cheaper, specificity gets more valuable. Differentiation comes from an organization's context, its leaders' point of view, niche expertise, quality standards, and real understanding of their customer.
6. Reinvention matters for both people and companies. What will make companies successful in the long-term is their ability to reinvent themselves, and today that has to do with agentic transformation.

## Who it is for

Retail and consumer brand leaders who want to start or accelerate their agentic transformation, with a focus on lean, fast-growing marketing teams ready to claim AI-native marketing operations.

## Pages

- [Home](https://ani-enterprise.com/): the full proposal, single page, with sections for Introduction, Why ANI, Services, Working principles, and Contact.