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Services

Custom AI Solutions & Consulting

From AI strategy to production systems that actually ship and deliver measurable outcomes.

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The business challenge

Most organizations don't struggle to start AI initiatives. They struggle to get them into production.

  • AI pilots that never make it to production.
  • Fragmented data that isn't trustworthy enough to power AI or reporting.
  • Uncertainty about which AI initiatives will actually create business value.
  • Legacy systems and processes that resist AI and automation without re-architecture.

How Xunova helps

We design, build, and implement enterprise AI, GenAI, intelligent automation, AI-powered applications, data platforms, and AI transformation solutions tailored to your business needs, from strategic roadmap through production deployment.

Outcome-first scoping

We start with the business result you need, then work backward to the right technical approach.

Production-grade engineering

We build with the same rigor and monitoring discipline as any mission-critical system, not a one-off prototype.

Vendor-neutral architecture

We design around the model and platform that fit your constraints, not a preferred stack.

Capabilities & expertise

  • AI opportunity assessment and a practical roadmap from pilot to production
  • Custom GenAI and LLM-powered applications, including RAG systems
  • Data platform and analytics architecture that powers both reporting and AI
  • Intelligent process automation for manual, error-prone workflows
  • Model evaluation, monitoring, and MLOps for systems already in production

Technologies we use

PythonPyTorch & TensorFlowLangChain & RAG pipelinesOpenAI & Anthropic APIsSnowflake & dbtApache AirflowKubernetes & TerraformAWS, Azure & GCP

Engagement model

A consistent, transparent process from first conversation to ongoing delivery.

  1. 01

    Assess

    We evaluate your data, systems, and business priorities to identify where AI creates real value.

  2. 02

    Design

    We architect a solution and roadmap scoped to your constraints, not a generic template.

  3. 03

    Build

    We design and build the solution, from proof of concept through production.

  4. 04

    Operate

    We support monitoring and iteration, and transfer knowledge so your team can own what we built.

Business outcomes

  • Move from AI pilots to production systems that deliver measurable outcomes
  • Build on a data foundation that supports both today's reporting and tomorrow's AI
  • Reduce operational risk with monitored, maintainable AI systems
  • Free your team from repetitive work through targeted automation

Frequently asked questions

Do you only build with specific AI vendors or models?+

No. We design around the model and platform that fit your requirements and constraints, including open-source, OpenAI, Anthropic, and cloud-native options.

Can you work with our existing data infrastructure?+

Yes. Most engagements build on your existing platforms rather than replacing them outright, unless a rebuild is genuinely the right call.

What if we're not sure AI is the right investment yet?+

That's exactly what the assessment phase is for. We'll tell you plainly if a lower-risk starting point makes more sense.

Do you support the solution after launch?+

Yes. Engagements typically include a monitoring and iteration phase, and we transfer knowledge so your team can maintain and extend the system independently.

Ready to talk about Custom AI Solutions & Consulting?

Tell us about your challenge and we'll help you figure out the right starting point, no obligation.

Schedule a Discovery CallView all services