What we do
AI TOOLS & TECHNOLOGIES
AI is no longer an experiment - it's your next developer, analyst, and strategist rolled into one. Our AI Tools & Technologies offering gives you everything you need to embed intelligence directly into your workflows, apps, and infrastructure. Whether you're training a custom model from scratch or deploying a coding agent that pushes to GitHub, we build the technical foundation that turns artificial intelligence into real business value.
AI TOOLS & TECHNOLOGIES
AI is no longer an experiment - it's your next developer, analyst, and strategist rolled into one. Our AI Tools & Technologies offering gives you everything you need to embed intelligence directly into your workflows, apps, and infrastructure. Whether you're training a custom model from scratch or deploying a coding agent that pushes to GitHub, we build the technical foundation that turns artificial intelligence into real business value.
AI TOOLS & TECHNOLOGIES
AI is no longer an experiment - it's your next developer, analyst, and strategist rolled into one. Our AI Tools & Technologies offering gives you everything you need to embed intelligence directly into your workflows, apps, and infrastructure. Whether you're training a custom model from scratch or deploying a coding agent that pushes to GitHub, we build the technical foundation that turns artificial intelligence into real business value.



Intelligent User Interface
Ship code faster with autonomous assistants that know your stack.
30–50% lift in developer velocity
Faster onboarding for new engineers
Fewer bugs caught late in QA
Definity designs and deploys coding agents that accelerate development by writing boilerplate, generating tests, reviewing PRs, and updating documentation - all trained on your team’s best practices.
Agent copilots trained on your repos, naming conventions, and ticketing systems
Secure GitHub integration with PR creation, code review, and merge automation
Workflow accelerators for CI/CD, infrastructure as code, and test coverage
Intelligent User Interface
Ship code faster with autonomous assistants that know your stack.
30–50% lift in developer velocity
Faster onboarding for new engineers
Fewer bugs caught late in QA
Definity designs and deploys coding agents that accelerate development by writing boilerplate, generating tests, reviewing PRs, and updating documentation - all trained on your team’s best practices.
Agent copilots trained on your repos, naming conventions, and ticketing systems
Secure GitHub integration with PR creation, code review, and merge automation
Workflow accelerators for CI/CD, infrastructure as code, and test coverage
Intelligent User Interface
Ship code faster with autonomous assistants that know your stack.
30–50% lift in developer velocity
Faster onboarding for new engineers
Fewer bugs caught late in QA
Definity designs and deploys coding agents that accelerate development by writing boilerplate, generating tests, reviewing PRs, and updating documentation - all trained on your team’s best practices.
Agent copilots trained on your repos, naming conventions, and ticketing systems
Secure GitHub integration with PR creation, code review, and merge automation
Workflow accelerators for CI/CD, infrastructure as code, and test coverage
Machine learning/training
Train smarter models, with the data you already have.
Faster time-to-insight with reusable pipeline components
24/7 monitoring of accuracy, latency, and fairness
Compliance-ready traceability and audit logs
From traditional ML to deep learning and generative AI, we build training pipelines that transform your raw data into production-grade intelligence - securely and at scale.
MLOps v2 pipelines on Azure Machine Learning
Secure GitHub integration with PR creation, code review, and merge automation
Model risk management, drift detection, and auto-retraining
Distributed training with GPU autoscaling for large models
Machine learning/training
Train smarter models, with the data you already have.
Faster time-to-insight with reusable pipeline components
24/7 monitoring of accuracy, latency, and fairness
Compliance-ready traceability and audit logs
From traditional ML to deep learning and generative AI, we build training pipelines that transform your raw data into production-grade intelligence - securely and at scale.
MLOps v2 pipelines on Azure Machine Learning
Secure GitHub integration with PR creation, code review, and merge automation
Model risk management, drift detection, and auto-retraining
Distributed training with GPU autoscaling for large models
Machine learning/training
Train smarter models, with the data you already have.
Faster time-to-insight with reusable pipeline components
24/7 monitoring of accuracy, latency, and fairness
Compliance-ready traceability and audit logs
From traditional ML to deep learning and generative AI, we build training pipelines that transform your raw data into production-grade intelligence - securely and at scale.
MLOps v2 pipelines on Azure Machine Learning
Secure GitHub integration with PR creation, code review, and merge automation
Model risk management, drift detection, and auto-retraining
Distributed training with GPU autoscaling for large models
LLM fine tuning
Customize generative AI to speak your organization's language.
68% fewer handoffs from AI to human agents
Richer answers with verifiable citations
Competitive moat through proprietary model behavior
Pre-trained models are powerful, but they don’t understand you. We specialize in fine-tuning large language models (LLMs) so they respond in your tone, apply your rules, and cite your proprietary data.
Fine-tuning pipelines using LoRA, PEFT, and RLHF
Retrieval-augmented generation (RAG) stacks grounded in your data
Domain-specific vocabularies, tools integration, and vector search
Safe deployment on your cloud of choice, or on-prem infrastructure
LLM fine tuning
Customize generative AI to speak your organization's language.
68% fewer handoffs from AI to human agents
Richer answers with verifiable citations
Competitive moat through proprietary model behavior
Pre-trained models are powerful, but they don’t understand you. We specialize in fine-tuning large language models (LLMs) so they respond in your tone, apply your rules, and cite your proprietary data.
Fine-tuning pipelines using LoRA, PEFT, and RLHF
Retrieval-augmented generation (RAG) stacks grounded in your data
Domain-specific vocabularies, tools integration, and vector search
Safe deployment on your cloud of choice, or on-prem infrastructure
LLM fine tuning
Customize generative AI to speak your organization's language.
68% fewer handoffs from AI to human agents
Richer answers with verifiable citations
Competitive moat through proprietary model behavior
Pre-trained models are powerful, but they don’t understand you. We specialize in fine-tuning large language models (LLMs) so they respond in your tone, apply your rules, and cite your proprietary data.
Fine-tuning pipelines using LoRA, PEFT, and RLHF
Retrieval-augmented generation (RAG) stacks grounded in your data
Domain-specific vocabularies, tools integration, and vector search
Safe deployment on your cloud of choice, or on-prem infrastructure
Use case Spotlight
Use case Spotlight
In a pilot with a global cold‑storage chain, automated anomaly‑detection models reduced temperature‑excursion write‑offs by $1.2 M in the first season.
In a pilot with a global cold‑storage chain, automated anomaly‑detection models reduced temperature‑excursion write‑offs by $1.2 M in the first season.
Unlock your data advantage.
Unlock your data advantage.
Unlock your data advantage.

Engineering digital solutions that transform bold ideas into measurable business results.
© Sieena, Inc. All rights reserved
Engineering digital solutions that transform bold ideas into measurable business results.
© Sieena, Inc. All rights reserved
Engineering digital solutions that transform bold ideas into measurable business results.
© Sieena, Inc. All rights reserved
Engineering digital solutions that transform bold ideas into measurable business results.
© Sieena, Inc. All rights reserved