Applied AI

AI systems that actually run.

We build agents, workflows and models for companies, and we take them all the way into production — with the access control, cost and failure handling that requires.

What we build
Production system Live / observable
01 Business systems CRM / ERP / DATA
02 Agent and workflow logic TOOLS / RULES / EVALS
03 Model and infrastructure HOSTED / PRIVATE / EDGE
04 Measured business outcome ACTION / REVIEW / AUDIT
What we build

From an idea to something that runs.

Strategy is easy to buy and hard to use. We do the engineering between a business problem and a system that runs: integration, evaluation, deployment, and the work that comes after it goes live.

01 / AGENTS

Agents and workflow automation

We turn repetitive, tool-heavy processes into AI workflows you can control. Every action has defined access, a fallback when it fails, and a point where a person can step in.

  • Process and tool integration
  • Retrieval and knowledge systems
  • Guardrails and human approval
  • Evaluation and audit trails
02 / MODELS

Fine-tuning and custom models

When a general model is not accurate, fast or cheap enough for your task, we build the dataset and the training pipeline that fixes it.

  • Dataset design and preparation
  • Fine-tuning and adaptation
  • Model evaluation and selection
  • Inference cost optimization
03 / OPERATIONS

Deployment and infrastructure

We run models and AI applications where your security, latency and ownership requirements say they should run — your cloud, your servers, or ours.

  • Cloud and private deployment
  • Inference APIs and pipelines
  • Monitoring and observability
  • Performance and reliability
Production first

Built for the constraints a demo ignores.

A demo can ignore permissions, edge cases, cost and ownership. A system you depend on cannot. We deal with those first, not last.

01

Fits your existing stack

We work with the tools and data your teams already use, instead of adding another isolated system.

02

Tested before rollout

Quality, latency, cost and failure modes are measured against criteria we agree up front — before anything reaches production.

03

Visible once it is live

Logs, traces and usage controls show what the system is doing, so your team can see problems and fix them.

04

Yours to keep

You get the architecture, the code and the infrastructure. We write down who is responsible for what, and we do not lock you in.

How we work

One process at a time.

We start with one process and one measurable result. The first delivery is small enough to finish and useful enough to justify the next one.

Scope

We map the process, the data, the risks and what counts as success.

Build

We build the smallest complete version that can run on real data.

Prove

We measure quality and cost, then test it with the people who will use it.

Run

We deploy it, watch it, improve it, and hand it over to your team.

Get in touch

Tell us what is not working.

Tell us which process is slow, manual or error-prone. The first technical assessment is free. If we are not the right fit, we will say so.

[email protected]

Start with one process.

Book a free assessment