VINETKA/

Software for consequential operations

Mission-focused AI, data, and autonomy.

Vinetka designs and builds intelligent software that helps teams find what matters, move work forward, and coordinate complex systems.

Discuss a requirementExplore capabilities
01Mission dataDocuments · sensors · systems
02Decision layerAI · rules · human oversight
03Operational actionWorkflows · agents · autonomy
CAGE 12K15Woman-owned small businessGovernment & commercialPOINT live lab

Core capabilities

One engineering partner across information, operations, and autonomy.

01

Applied AI & LLM systems

Grounded assistants, document intelligence, evaluation, and human-in-the-loop tools built around real operational data.

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02

Data & workflow systems

Databases, integrations, search, case workflows, and decision-support interfaces that turn fragmented information into action.

View capability
03

Autonomy & coordination

Simulation, mission orchestration, task allocation, and resilient coordination for multi-agent and unmanned systems.

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How we work

Start with the mission. Prove the system. Then scale it.

  1. 01
    Frame the operational problem

    Define users, decisions, constraints, data, and measurable outcomes.

  2. 02
    Build a focused prototype

    Test the highest-risk technical assumptions early with representative workflows.

  3. 03
    Evaluate in context

    Measure reliability, usability, failure modes, and operator trust.

  4. 04
    Integrate and operationalize

    Connect the solution to existing systems with observability and clear controls.

Built for real constraints

Useful intelligence, not another disconnected demo.

We design around security boundaries, imperfect data, existing systems, human judgment, and the conditions in which software must actually perform.

  • Model- and vendor-aware architecture
  • Traceable outputs and operator oversight
  • Modular integration through APIs and events
  • Simulation and testing before field deployment

Selected work

Start with a concrete system, not a slide.

01

FORGE

A live prototype that authors, checks, and packages articulated training models from rights-cleared sources.

Open prototype
02

POINT

Live TRL 4 lab. Retrieve an approved corpus, quote the source, refuse if it is not there. Gold set 20/20 on SAMPLE pubs.

Open prototype

Start a conversation

Bring us the operational problem.

We can help frame a focused prototype, technical approach, or teaming opportunity.

Discuss a requirement