Auriko - Trading desk for LLM calls | Product Hunt

Deploy Frontier AI

Partner with Auriko to turn AI potential into real ROI. Bet small, get fast answers. Double down when it works, reassess when it doesn't. De-risk your AI investment through iterative validation. Back every project decision with evidence.

Working with Auriko

AI Transformation with Startup Agility

  • Prioritize real-world impact

  • Optimize for speed

  • Deliver value early

  • Iterate to scale

  1. Discover

    What should we build?

  2. Experiment

    Does it work?

  3. Validate

    Does it create value?

  4. Deploy

    Make it real

  5. Optimize

    Make it better

Discovery

  • Research, identify, and prioritize opportunities. Find the highest-ROI starting point.
  • Work with your domain experts. On-site workflow observation and value discovery.
  • Assess data readiness, security, and integration constraints.
  • Align your stakeholders.
  • Land on a clear AI recommendation and plan.
  • Deliver a board-ready business case, roadmap, and executive presentation.

Fast Experiment

  • Prove it works before committing to building it.
  • Deliver a functional prototype in days. Tested on your data, workflow, and users.
  • Remove key technical risks and validate assumptions. Form clear verdict on technical feasibility.
  • Every experiment ends with a clear answer: build, pivot, or stop — with the evidence to back it up.
  • Create a live demo to share with your board, investors, or executive team.
  • Document integration requirements, constraints, and a technical path for production development.

Value Validation

  • Prove your project creates value before committing to scale.
  • Deliver a pilot in weeks, ready for real users in a real workflow. Prioritize delivering value early and validating practical impact.
  • Instrument the pilot for usage tracking and value measurement from day one.
  • Quantitative value-creation data alongside qualitative user feedback.
  • Confirm or refute the assumptions behind the business case. Decide with real-world evidence — iterate, pivot, or scale.

Deployment & Scale

  • Turn a validated pilot into production software. Fully built, tested, and deployed for real users at scale.
  • Forward-deployed engineers work closely with your operations, data, systems, users, and business rules.
  • End-to-end production development: infrastructure, integrations, analytics, security, QA, deployment, observability, and compliance.
  • Technical documentation, including architecture diagrams, API documentation, data models, and operational runbooks.
  • Everything your team needs to understand, take over, and maintain the system.

Optimization

  • Optimize AI inference costs. Set clear budget controls and maintain visibility into AI spend.
  • Evaluate LLM model options against your workload to find the right balance of cost, performance, and capability.
  • Continuously evaluate and adopt new AI capabilities that improve ROI.
  • Gather feedback from users and domain experts closest to the workflow to identify focused optimization opportunities.

Get in touch

Book a callinfo@auriko.ai