Continual learning infrastructure for the enterprise

Keep your edge with Specific Intelligence

Applied Compute turns your company’s institutional knowledge into a proprietary agent workforce that improves with every interaction.

Problem
General agents produce general outcomes
Foundation models will continue to improve for everyone. Your advantage will not come from access to general intelligence. It will come from compounding your own.
Solution
Deploy an in-house agent workforce you can trust
We close the gap between what agents know and what your business demands. Unlock and compound your proprietary intelligence, get to the frontier, and stay there as the landscape evolves.
The Platform

Applied Compute Agent Cloud

Platform graphic
Institutional Knowledge

Institutional Knowledge

We ingest historical data, standard operating procedures, and domain context, and transform them into training-ready environments.

HOW WE WORK

From institutional knowledge to agents that get your business

01

Unlock

Our Applied AI engineers work alongside your team to capture how your best people operate. Using purpose-built interfaces, we translate that judgement, along with selected SOPs, prior examples, and historical decisions, into structured training data.

Unlock
02

Specialize

Agents are specialized using our proprietary Memory and Reinforcement Learning stack against your performance criteria. Our orchestration layer manages learning and training jobs, inference routing, and sandbox environments across frontier and leading open-source architectures. This all occurs in an enterprise’s environment with full data autonomy and governance controls.

Specialize
03

Deploy

Trained models are served through a tailored inference layer with ongoing evaluation and latency benchmarking. Our real-time observability platform monitors agent performance and feeds outcomes back into the system to drive continuous improvement.

Deploy
04

Adapt

Agents work alongside experts and improve continuously in production. As they operate, they build memory by absorbing company knowledge and learning from live execution data, allowing them to develop organizational context and keep up as things change. At the same time, ongoing training strengthens their intuition, sharpening judgment and driving better performance across both focused tasks and complex workflows.

Adapt
security

Your Data. Your Models. Your Intelligence

Deployed inside enterprise environments with full data autonomy and governance
SOC 2 CertifiedSOC 2 Certified
Enterprise Security

Deploy within your VPC with built-in RBAC, audit logging, and configurable retention policies to enforce governance at every layer.

Multi-Layered Protection

Defense-in-depth security controls protect your environment at every stage, from initial training runs through live production inference.

Built-In Data Autonomy

Applied Compute ensures that you maintain full control over how your data is handled and retained. Opt out of model training at any time.