Orquent
ContactStart the engagement
Home  /  Technology  /  AI & Automation
Technology · Intelligence

AI & Automation

Applied AI and intelligent automation that compound efficiency — grounded in your data and built for production.

Discuss your project
Overview

AI is only useful when it is grounded in your data and safe to run in production. We move past demos to applied AI and automation that compounds efficiency — with the evaluation, guardrails, and governance that enterprises and regulators require.

At a glance
Practice
Intelligence · Technology Services
Engagement
Project · Dedicated team · Managed
Delivery
Onshore · Nearshore · Offshore
What we deliver

The core of the engagement.

01

Generative AI

Assistants, search, and copilots on your own data.

02

ML & prediction

Models that forecast, classify, and recommend.

03

Automation

Workflow and document automation at scale.

Our approach

A disciplined path, every time.

01

Discover

Align on outcomes, constraints, and the current-state architecture before a line of code.

02

Design

Architect a secure, scalable solution and a delivery plan you can actually resource.

03

Deliver

Build in tight iterations with quality, security, and accountability gated in.

04

Operate

Run, support, and continuously improve against clear, measurable goals.

Technologies & tools

The stack we build on.

A representative set of the leading platforms and tools we work with — matched to your environment.

Models & LLMs

Azure OpenAI →OpenAIAnthropicGoogle Vertex AIHugging Face

Frameworks

PyTorchTensorFlowLangChainLlamaIndexSemantic Kernel

MLOps

MLflowKubeflowAmazon SageMakerVertex AI

Automation

Power AutomateUiPathAutomation Anywheren8n
Industries we serve

Where this work matters most.

Related services

Often delivered together.

Outcomes

What changes when we engage.

The result you can expect — not just the work we do.

Move faster

Ship sooner with a team and toolchain built for momentum — without trading away quality.

Reduce risk

Security, quality, and compliance are gated in from the first decision, not patched in later.

Build lasting capability

We hand over documented systems and enabled people, so the value stays after we leave.

What's delivered

Concrete, not vague.

Every engagement leaves you with artifacts you own and a team that knows them.

A clear architecture and delivery roadmap
Working, tested, and documented software or configuration
CI/CD pipelines and managed environments
Security, identity, and compliance controls
Runbooks, handover, and team enablement
Flexible ongoing support and managed-service options
FAQ

Questions buyers ask.

Is your AI safe for regulated environments?

Yes — we ground models in your data with retrieval, add evaluation and guardrails, and keep audit trails and human oversight.

Do we need a data platform before doing AI?

Usually some foundation, yes — applied AI is only as good as the governed data beneath it, and we can build both.

Can you work alongside our existing team?

Yes. We embed with your people, adopt your standards and tooling, and aim to leave your team stronger than we found it.

What engagement models do you offer?

Project delivery, a dedicated team, or managed services — whichever fits the scope, timeline, and risk.

Do you provide the people as well as the technology?

Yes. Orquent pairs technology services with talent solutions, so you can also hire the specialists behind the work.

Ready to move forward?

Tell us about your environment and goals — we will bring the right engineers and the right stack.