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teds services --service ai-consulting

AI consulting for useful, testable systems.

We help teams choose the right AI use cases, architecture, models, and implementation path before prototypes turn into expensive commitments.

Talk About AI ConsultingBack to AI Engineering Consulting

Problem

What tends to go wrong.

A promising AI idea can still fail because the use case is vague, the workflow fit is weak, the model choice is wrong, or nobody has defined how success will be evaluated.

Solution

How we help.

We turn the idea into a scoped technical path: what to build, what to test, what to avoid, and what evidence the team needs before investing more.

Who it is for

  • Teams deciding what to build with AI
  • Companies with a promising prototype that needs engineering judgment
  • Leaders who need technical clarity before investing more

What you get

  • Use-case and failure-mode assessment
  • Model, architecture, and workflow recommendations
  • Prototype or implementation path with clear next steps

How it works

  1. Understand the business and technical constraints
  2. Identify the viable AI use cases and failure modes
  3. Ship a recommendation, prototype, or implementation path

Start a conversation

Tell us what you need to build, break, or explain.

Talk About AI Consulting

teds proof --related

Proof lives in the work.

Related field notes show how we think through the problems behind this service.

Blog

Construction-Site-Traversability: Robot Loops With Camera, Range and Lidar in FiftyOne

A tracked robot drives closed loops through two active construction sites. Scrub RGB, range, lidar, GNSS and odometry together in FiftyOne.

Physical AIVision & Multimodal
Blog

GR00T-X-Embodiment-Sim: Seven Robot Bodies, 42 Episodes, Compared in FiftyOne

GR00T-X-Embodiment-Sim has six episodes from each of seven robot bodies. Compare cameras and joint telemetry on one timeline in FiftyOne.

Physical AIVision & Multimodal
Blog

egodex-test-multimodal: 68-Joint Hand and Body Pose With Egocentric Video in FiftyOne

EgoDex pairs Apple Vision Pro video with 3D pose for 68 body and finger joints. Browse 3,243 test episodes with a 3D skeleton in FiftyOne.

Physical AIVision & Multimodal