Why We Built Enata

The honest version of a founder story usually starts with frustration rather than inspiration. Enata started with a specific frustration I had carried for years and could not find a good solution to.

I spent the better part of a decade building and managing field sales teams across the GCC. Different industries, different account sizes, but the same core dynamic: I was constantly onboarding new reps, coaching them through early deals, watching the same pattern of stumbles repeat, and wondering why the tools available to me were so mismatched to the actual problem.

The Problem I Kept Hitting

The problem was not motivation or product knowledge. The reps I worked with were smart and they worked hard. The problem was that the only place they got real practice in handling buyer conversations was inside live deals. And live deals are the wrong environment for learning.

When you are in a real meeting with a real buyer, you are not in a learning mode. You are in a performance mode. The feedback loop is broken because you do not always know what worked and what did not until weeks later when the deal either closes or goes quiet. The rep who fumbled a procurement objection in week two and lost the deal to a competitor might not make the connection at all. They just move on to the next account and make the same mistake there.

I tried the standard approaches. Internal role-plays with senior reps. Coaching calls where I would debrief after watching someone present. Scripts and objection-handling guides. All of these helped at the margins. None of them gave reps the thing they actually needed, which was repeated, realistic, low-stakes practice before they went into the room.

What Made the GCC Context Specific

Field sales in this region has characteristics that compound the problem. Deal cycles are long, often six months to over a year for enterprise accounts. Relationships are built on continuity and credibility, so a rep who makes a poor impression in the first two meetings has an uphill recovery. And the buyer landscape is genuinely complex: government-linked entities, family-owned conglomerates, regional banks with multi-layer procurement processes, all with distinct cultural dynamics and decision committee structures.

A new rep entering this environment needs more than product training. They need buyer fluency. They need to understand how a regional telco procurement director thinks differently from a retail group CFO. They need to have handled realistic versions of those conversations before the first live call, not after the first lost deal.

That kind of preparation did not exist in the tools available to me. The generic sales training platforms that do exist are mostly built around a Western enterprise context. The role-play tools I tried were either too unstructured to be useful or too rigid to feel like a real buyer. I ended up spending a lot of my own time running manual coaching sessions that I knew I would not be able to scale as my team grew.

The Decision to Build

The idea for Enata came from a specific moment rather than a grand insight. I was watching a rep prepare for a high-stakes meeting with a government enterprise account. They had done the research, they knew the account history, they had a strong product story. But they had not had a single realistic practice conversation before walking in. They were about to wing it, and I knew from watching dozens of similar situations how that usually goes.

I thought: what would it actually take to give this rep thirty minutes of realistic preparation against a buyer who behaves like the person they are about to meet? Not a scripted role-play, not a colleague playing devil's advocate. Something that reflects how that buyer actually objects, what they care about, how they respond to different approaches.

That question led to a long conversation with Karim, who had been working on conversational AI infrastructure for enterprise platforms and immediately saw the technical path. The combination of what I understood about how field sales actually works and what he understood about how to build realistic buyer simulation was the foundation of what we built.

What Enata Is, and What It Is Not

We built Enata to give reps structured practice against configured buyer personas that reflect the actual buyer types they encounter. The simulation is not trying to perfectly predict any one buyer. It is trying to give reps enough realistic repetitions against a buyer archetype that handling the real version feels familiar rather than foreign.

We are not building a tool to replace managers or coaching. The coaching conversations a good manager has with a rep about how to think about an account, when to push and when to wait, how to read a relationship's health: those require human judgment and contextual knowledge that a simulation does not have. What Enata does is take a class of work that was previously bottlenecked on manager time, the basic practice repetitions, and make it available at scale without requiring a manager to be present for every session.

The goal, the specific thing we are working toward, is a GCC field rep who arrives at an important meeting having already handled the hard parts of that conversation twice in preparation. Not in theory. Not in a generic training exercise. In a realistic simulation built around the kind of buyer they are actually going to meet. That is the gap we built Enata to close. We are still early, and the product will keep getting sharper. But the problem it is solving is the same one I was frustrated by for ten years before we started building.