Services

Production AI systems for workflows generic tools cannot handle.

We work with real materials, real review constraints, and the people who have to operate the system. Discovery proves what is worth building; production work turns that evidence into reviewable infrastructure.

Engagements

Start narrow, prove the work, then build only what the evidence supports.

Start Here

1-2 weeks

AI Systems Discovery

A paid working engagement for teams with a workflow they think AI could help, real materials to test, and too many unknowns to responsibly scope a build.

Outputs

  • Representative sample and workflow test
  • Prototype or harness for the part that matters most
  • Failure modes, review needs, and risk map
  • Build, buy, narrow-scope, or stop recommendation

Good fit

  • Document transformation or semantic content workflows
  • Alt text, image description, or accessibility review systems
  • Teams that need evidence before asking for production budget
Book a discovery call
If Warranted

Phased build

Production AI Systems

For teams that have tested the workflow, found the shape of the build, and are ready to make it reliable enough for real use.

Outputs

  • Production agent, pipeline, or review workflow from a defined scope
  • Structured procedures, prompts, tools, skills, and evaluation harnesses
  • Human review gates and domain-specific failure handling
  • Deployment, observability, documentation, and operational handoff

Example build areas

  • PDF-to-semantic-content pipelines
  • Accessibility-aware content agents
  • Expert review workflows that need audit trails
Book a discovery call
After Launch

Monthly or quarterly

Ongoing Systems Support

For teams with a launched system that has to keep working as content, models, review standards, and edge cases change.

Outputs

  • Reserved specialist access for production questions
  • Prompt, model, provider, and tool change assessment
  • Review of quality drift, failed cases, and new edge cases
  • Small scoped improvements and roadmap support

Good fit

  • Teams operating a production AI workflow
  • Organizations with accessibility, legal, or procurement review pressure
  • Clients that need continuity without hiring the specialist role full time
Book a discovery call

Why discovery comes first

Discovery is where the team turns a promising workflow into a buildable one. We test real content, real review constraints, and a working prototype so the production scope is based on evidence instead of appetite.

That gives both sides the materials needed to make a clear call: representative test cases, visible failure modes, assumptions, non-goals, and a next-step recommendation grounded in the workflow itself.

Bring the real workflow.

Send the content, review process, failure modes, and timeline. We will help decide whether discovery is the responsible next step.

Book a discovery call