Capabilities

Software that connects knowledge to operational action.

We combine AI engineering, data systems, and mission software to address work that cannot be solved by a standalone model or dashboard.

01

Applied AI & LLM systems

Put language models to work against trusted information, within defined operating boundaries.

  • Retrieval-augmented generation and enterprise search
  • Document extraction, classification, and synthesis
  • Agent-assisted research and knowledge workflows
  • Evaluation, observability, and human review
  • Private-data and controlled-environment architectures
02

Data & workflow systems

Connect fragmented data and manual processes into a traceable operational system.

  • Database and information architecture
  • Data ingestion, normalization, and APIs
  • Case management and approval workflows
  • Operational dashboards and decision support
  • Legacy-system integration and modernization
03

Autonomy & multi-agent coordination

Prototype and evaluate decision software for distributed agents and unmanned systems.

  • Mission planning and task allocation
  • Dynamic replanning and graceful degradation
  • Simulation, digital twins, and scenario testing
  • Telemetry, event models, and operator interfaces
  • Hardware-agnostic integration patterns

Typical engagements

A concrete result at every stage.

Vinetka can support a technical discovery, focused prototype, evaluation effort, integration project, or production implementation.

We also work with prime contractors that need a specialized, senior engineering partner for an AI, data, or autonomy workstream.

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