ANI is a forward-deployed AI firm. We embed with your team, learn how your business runs while we build, and ship agents into your real workflows one at a time. We have no proprietary software to sell, so the work fits your operation rather than a product.

How is ANI different from firms like Ode, Distyl, or a big consultancy?

Most AI firms are engineer-led or sell strategy decks and prototypes. ANI has operated businesses like yours from the inside. We sell no software and bill no padded hours, so incentives stay clean, and we measure success by whether your team is still using the work at 90 days.

What is the first thing ANI does?

We forward-deploy into your operation and learn how it runs by working inside it, while pinpointing the first workflow worth rebuilding. The Work Map comes out of that first week of being embedded, not from a discovery phase you wait behind.

Isn't building one workflow at a time too slow?

It is deliberate, de-risked sequencing. Each workflow is rebuilt end to end, proven in production, and used before we move to the next, so value compounds and nothing stalls in pilot limbo. A full roadmap sits behind the first one.

Redesigning AI-native workflows.

ANI partners with the most ambitious enterprises to integrate agentic solutions into how they operate. With deep expertise in business operations, we forward-deploy our team to transform your core processes, and we prioritize outcomes: speed to market, effectiveness, and cost reduction.

Map your first workflow See how we work

Trusted by Fortune 500 clients

Partnering with leaders across retail, healthcare, and tech.

Measurable outcomes in weeks

Process improvement in weeks, business results in months.

Hundreds of leaders and employees trained

We train your teams to keep building and shipping the work after the engagement.

The gap

95% of AI never leaves the pilot.

We believe the next generation of the best, most profitable companies will be AI-native.

Today almost none are. Most AI stalls between a promising pilot and real production, and never reaches the work it was built to change. Closing that gap is the whole reason we exist.

Why ANI

We've run operations like yours from the inside.

We rebuild the work your team already runs, so agents take on part of it while your people move up to govern and manage them, and keep making the work sharper. No platform to buy, no bench of hours to fund.

Built by operators

We've sat in your seat inside Fortune 100 organizations. We know where the work breaks, who owns what, and why good tools go unused.

Measured by what gets used

Most AI stalls the day the pilot ends. We build the version your team keeps reaching for, and we track whether they do at 30, 60, and 90 days.

No software to sell you

No platform to upsell, no hours to pad. We pick the tools and models that fit each job, and our only stake is your team working better.

How we work

We build inside your operation, from day one.

We forward-deploy into your business, learn how it runs by building inside it, ship your first agent into a live workflow within weeks, and scale from there as your team takes the controls.

01 · Embed

Embed in your operation

We forward-deploy into your business and learn how it really runs by working in it, while we pinpoint the first workflow worth rebuilding. Understanding and deployment are one motion.

02 · Build

Ship the first agent

Within weeks we ship the first agent into a live workflow and tune it against how your team actually works, until they trust it and reach for it.

03 · Scale

Scale and hand over

Once it is in daily use, we expand to the next workflow and hand your team the controls, so the operation keeps compounding after we step back.

Who you're working with

I spent years as a strategist and operator inside Fortune 100 organizations like Meta, Instagram, and Nike. I built the plans, ran the teams, and watched good tools die because they did not fit how people work. So I built ANI to work from inside the business: embed with your team, build agents into the real work, and leave your team running something they will keep using.

Christina Kurbanov · Founder, ANI

Start with one workflow

See what your team could hand off.

Bring the workflow eating the most time or capping the most value. We'll show you where to start and what it looks like rebuilt.

Map your first workflow