Services

Data infrastructure

AI systems and data infrastructure for organizations that can’t afford to fail

End-to-end solutions built for reliability in the world’s most demanding environments.

Three core services. One standard: reliable.

We deliver with the rigor your mission demands — from raw data to deployed systems to independent validation.

Service 01

World-class data for AI systems

Your AI systems are only as good as the data that trains and validates them. We design, build, and operate data pipelines that deliver consistent, high-quality training data and evaluation benchmarks — with full provenance and audit trails.

Capabilities:

  • Data collection & expert curation
  • Human annotation at scale
  • Synthetic data generation
  • Quality assurance & validation
  • Benchmark development

Best for: LLM providers · Autonomous systems · Computer vision applications

Service 02

AI systems built for production

Complete AI solutions from architecture to deployment — optimized for reliability and explainability in real-world conditions, not controlled benchmarks.

  • Perception systems & computer vision
  • Sensor fusion architectures
  • Decision support systems
  • Model optimization & quantization
  • MLOps & production infrastructure

Best for: Defense applications · Autonomous systems · Critical infrastructure

Autonomous AI systems
AI reliability and evaluation

Service 03

AI evaluation & reliability engineering

We identify failure modes, quantify uncertainty, and ensure systems meet operational requirements — before they go live where it counts.

  • Independent system evaluation
  • Red teaming & adversarial testing
  • Explainability engineering
  • Monitoring & observability pipelines
  • Safety & risk assessment

Best for: Regulated industries · Defense programs · High-stakes deployments

Expertise across critical domains

Deep vertical knowledge across the industries we serve.

Defense AI

Defense & Intelligence

ISR processing, target detection, secure deployment on classified networks, human-in-the-loop systems. CMMC-aligned.

Agricultural AI

Agricultural Technology

Crop health monitoring, autonomous equipment perception, multi-spectral imagery. AI that performs across real field variability.

Autonomous systems AI

Autonomous Systems

LiDAR, radar and camera fusion, 3D annotation, edge-optimized models for vehicles, drones, and robotic platforms.

How we engage

Three models to fit where you are in your AI journey.

01

Defined-scope projects

Clear objectives, fixed timeline, specified deliverables. Ideal for building a new perception system, creating training datasets, or evaluating model performance.

Typical: 2–6 months

02

Extended partnerships

Teder AI engineers embedded alongside your team on an ongoing basis — continuous development, system improvement, and rapid response to emerging needs.

Typical: 6–24+ months

03

Data operations

Ongoing data collection, annotation, and QA delivered as a managed service. Scalable capacity with consistent quality standards across your pipelines.

Ongoing · Scalable

Let’s scope your challenge

Every engagement starts with understanding your requirements, constraints, and objectives — no sales calls, just engineers.