ajolotelabs
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forward-deployed engineers

Stop losing money tomanual operations.

Real operations are messy: exceptions, edge cases, systems that were never built to talk. We embed, co-build an AI workforce for your most complex work, and stay to operate it. The code and data are yours.

why we embed

A frontier model is brilliant.And blind to howyour operation runs.

The knowledge that runs your business lives in your people and sits scattered across tools that never share it. We embed, build the brain that unifies it, and put agents to work where the real work actually happens.

one brain over everything you run

Your operation needs a brain.

System Overview

Scoped, evaluated, audited.

Every agent is measured against technical and behavioral benchmarks, with a full audit trail. Scoped, replaceable, never a black box.

The brain learns your operation.

It unifies every tool you already pay for into one source of truth your AI can read and act on. Every job it runs makes it sharper than the last deploy.

Your team runs the control tower.

Interfaces built to your workflow let your people direct, customize, and deploy agents themselves. Collaboration with your AI workforce, not dependence on a vendor.

Context
All company interactions unified. Builds over time and improves agent knowledge.
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Models
Your workflows, built with the best cost-efficient frontier and open-source models for the outcomes you want.
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AI Employees
Evaluated against your technical and behavioral benchmarks.
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Governance
Every action captured and audit-ready.
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THE BRAIN

Real results from realoperations.

In production across cross-border consumer goods and enterprise loyalty operations.

CASE_01 · Trade & Distribution

Cross-Border Spirits

Margin leaks caught before product ships.

Built the brain that maps a spirits brand's entire cross-border supply chain, and the AI employees that catch pricing and margin leaks before a shipment leaves, across systems that never used to talk to each other.

CASE_02 · Enterprise B2B

Loyalty Platform

A turnaround that compounds, month over month.

An AI-native turnaround: a company brain where AI employees find the next manual workflow, automate it, and move to the next, so the operation gets leaner every month, not just once.

Map your operationon the first call.

See where the AI workforce goes, and what it returns. Then we build it, run it, and hand you the keys.

Embedded engineersYou own the outputWe keep operating it with you