Services

Six systems we build

Show us the problem. We determine whether the right answer is AI, an agent, automation, an integration, custom software, or something simpler. Each service below states what it builds, who it is for, how engagements run, and what it does not promise.

01

Custom AI & LLM Systems

Company-specific AI assistants, retrieval, and model features grounded in your documents and data

Full detail → 02

AI Agents & Workflow Automation

Bounded agents and automated workflows that read, decide, act, retry, escalate, and document themselves

Full detail → 03

Voice AI & Phone Systems

AI voice systems that answer, identify context, capture notes, create tasks, and route to people

Full detail → 04

Document Processing & Data Extraction

Extraction pipelines that read documents, validate the result, and route uncertain cases to review

Full detail → 05

Internal Software & Integrations

Purpose-built internal applications, portals, and integrations for work generic software handles poorly

Full detail → 06

Data, ERP & Finance Systems

Integrations, reconciliation, reporting, and finance workflows that tie out and leave evidence

Full detail →

How the work moves

Automation is the middle of the job, not the whole of it. Every engagement follows the same shape: find the bottleneck, respect the source systems, make the controls explicit, and leave the result operable by the team that owns it.

  1. 01

    Understand the operation

    Start with the actual work: the data, exceptions, approvals, handoffs, and failure points. Not a requirements document.

  2. 02

    Determine the right system

    Decide whether the answer is AI, an agent, an integration, an application, or a deterministic rule. Sometimes it is not a model at all.

  3. 03

    Define the control boundary

    Decide what runs unattended, what needs approval, what evidence must remain, and what a person always decides.

  4. 04

    Build and verify

    Implement, test calculations and failure paths, and compare outputs to source truth before the system touches live work.

  5. 05

    Deploy and operate

    Roll out with monitoring, exception queues, and a documented way to pause or roll back.

  6. 06

    Hand over ownership

    Source, documentation, and operating knowledge transfer to your team. The system is yours to run.

Supporting specialty

One page sits beside the six, because the work is deep enough to stand alone.

Bring me the bottleneck

Describe the process, system, or recurring failure that should not still require this much human effort. You will receive a response from Jason, the person who will scope the work.

Start the conversation See the systems