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Build intelligent systems that learn, reason, and adapt. Our AI Engineering Services help you turn data into decisions with models that are precise, efficient, and production-ready.

Redefining Intelligence via
LangChain
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y
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Build intelligent systems that learn, reason, and adapt. Our AI Engineering Services help you turn data into decisions with models that are precise, efficient, and production-ready.
What Procedure Offers in
AI Engineering Services?
What Procedure offers in
AI Engineering Services?
LLM Model Evaluation
Our experts rigorously evaluate large language models (LLMs) to ensure they deliver accurate, reliable, and efficient results aligned with your specific business goals.



Model Benchmarking & Performance Testing
Benchmark your LLMs against industry datasets to precisely measure accuracy, speed, and scalability, ensuring your models deliver top-tier performance every time.
Model Benchmarking & Performance Testing
Benchmark your LLMs against industry datasets to precisely measure accuracy, speed, and scalability, ensuring your models deliver top-tier performance every time.
Model Benchmarking & Performance Testing
Benchmark your LLMs against industry datasets to precisely measure accuracy, speed, and scalability, ensuring your models deliver top-tier performance every time.
Bias and Fairness Assessment
Detect and address hidden biases in your AI models with deep analysis, ensuring fairness, inclusivity, and ethical outcomes across all your business applications.
Bias and Fairness Assessment
Detect and address hidden biases in your AI models with deep analysis, ensuring fairness, inclusivity, and ethical outcomes across all your business applications.
Bias and Fairness Assessment
Detect and address hidden biases in your AI models with deep analysis, ensuring fairness, inclusivity, and ethical outcomes across all your business applications.
Robustness and Stability Testing
Stress-test your LLM models under diverse, real-world conditions to ensure resilience and stability, so your AI solutions remain reliable across challenges.
Robustness and Stability Testing
Stress-test your LLM models under diverse, real-world conditions to ensure resilience and stability, so your AI solutions remain reliable across challenges.
Robustness and Stability Testing
Stress-test your LLM models under diverse, real-world conditions to ensure resilience and stability, so your AI solutions remain reliable across challenges.
Model Interpretability Analysis
Gain transparency and clarity in your AI outputs with advanced interpretability techniques, making model decisions understandable and building user trust.
Model Interpretability Analysis
Gain transparency and clarity in your AI outputs with advanced interpretability techniques, making model decisions understandable and building user trust.
Model Interpretability Analysis
Gain transparency and clarity in your AI outputs with advanced interpretability techniques, making model decisions understandable and building user trust.
Prompt Engineering
Our skilled engineers are adept in precise and optimized prompt engineering designed to enhance AI performance for clearer, more relevant outputs tailored to your use cases.



Prompt Design and Optimization
Craft highly effective prompts that boost model accuracy and clarity, ensuring your AI delivers precise, relevant, and actionable results every time.
Prompt Design and Optimization
Craft highly effective prompts that boost model accuracy and clarity, ensuring your AI delivers precise, relevant, and actionable results every time.
Prompt Design and Optimization
Craft highly effective prompts that boost model accuracy and clarity, ensuring your AI delivers precise, relevant, and actionable results every time.
Prompt Auditing and Refinement
Analyze and refine your existing prompts to improve consistency and output quality, unlocking better performance from your AI models across all use cases.
Prompt Auditing and Refinement
Analyze and refine your existing prompts to improve consistency and output quality, unlocking better performance from your AI models across all use cases.
Prompt Auditing and Refinement
Analyze and refine your existing prompts to improve consistency and output quality, unlocking better performance from your AI models across all use cases.
Prompt Library Development
Build reusable, business-specific prompt libraries tailored to your needs, streamlining workflows and enabling faster, more consistent AI-driven solutions.
Prompt Library Development
Build reusable, business-specific prompt libraries tailored to your needs, streamlining workflows and enabling faster, more consistent AI-driven solutions.
Prompt Library Development
Build reusable, business-specific prompt libraries tailored to your needs, streamlining workflows and enabling faster, more consistent AI-driven solutions.
Prompt Testing and Validation
Run thorough validation cycles to guarantee your prompts are robust and reliable, ensuring your AI consistently delivers high-quality, dependable responses.
Prompt Testing and Validation
Run thorough validation cycles to guarantee your prompts are robust and reliable, ensuring your AI consistently delivers high-quality, dependable responses.
Prompt Testing and Validation
Run thorough validation cycles to guarantee your prompts are robust and reliable, ensuring your AI consistently delivers high-quality, dependable responses.
Retrieval-Augmented Generation (RAG)
Leverage cutting-edge RAG systems developed by our team, enabling your applications to combine real-time retrieval with generative AI for precise and context-aware responses.


Custom RAG Application Development
Get RAG model LLM solutions tailored to your business needs, combining streaming retrieval and generative AI for relevant, context-aware responses every time.
Custom RAG Application Development
Get RAG model LLM solutions tailored to your business needs, combining streaming retrieval and generative AI for relevant, context-aware responses every time.
Custom RAG Application Development
Get RAG model LLM solutions tailored to your business needs, combining streaming retrieval and generative AI for relevant, context-aware responses every time.
Data Integration and Indexing
Integrate and index your proprietary data in perfect sync, enabling rapid, accurate retrieval and empowering your AI to deliver smarter, data-driven results.
Data Integration and Indexing
Integrate and index your proprietary data in perfect sync, enabling rapid, accurate retrieval and empowering your AI to deliver smarter, data-driven results.
Data Integration and Indexing
Integrate and index your proprietary data in perfect sync, enabling rapid, accurate retrieval and empowering your AI to deliver smarter, data-driven results.
Real-time Contextual Retrieval
Harness real-time data to deliver highly accurate, context-specific AI responses, ensuring your applications stay relevant and effective in every scenario.
Real-time Contextual Retrieval
Harness real-time data to deliver highly accurate, context-specific AI responses, ensuring your applications stay relevant and effective in every scenario.
Real-time Contextual Retrieval
Harness real-time data to deliver highly accurate, context-specific AI responses, ensuring your applications stay relevant and effective in every scenario.
Performance Monitoring and Optimization
Continuously monitor and optimize retrieval augmented generation systems to boost speed and accuracy, ensuring your AI solutions always perform best.
Performance Monitoring and Optimization
Continuously monitor and optimize retrieval augmented generation systems to boost speed and accuracy, ensuring your AI solutions always perform best.
Performance Monitoring and Optimization
Continuously monitor and optimize retrieval augmented generation systems to boost speed and accuracy, ensuring your AI solutions always perform best.
Agents & Agentic AI
Delivering exceptional mobile experiences with specialized tools and frameworks that drive user engagement, loyalty, longevity, and conversions.



Agent Architecture Development
Design and build advanced agentic AI system architectures that enable autonomous decision-making, powering intelligent systems for complex business operations.
Agent Architecture Development
Design and build advanced agentic AI system architectures that enable autonomous decision-making, powering intelligent systems for complex business operations.
Agent Architecture Development
Design and build advanced agentic AI system architectures that enable autonomous decision-making, powering intelligent systems for complex business operations.
Workflow Automation Agents
Automate complex workflows with intelligent agents, reducing manual effort and errors while boosting efficiency and productivity across your organization.
Workflow Automation Agents
Automate complex workflows with intelligent agents, reducing manual effort and errors while boosting efficiency and productivity across your organization.
Workflow Automation Agents
Automate complex workflows with intelligent agents, reducing manual effort and errors while boosting efficiency and productivity across your organization.
Multi-Agent Systems
Deploy cooperative multi-agent systems that work together in a streamlined way to tackle complex tasks, enhancing scalability and operational effectiveness.
Multi-Agent Systems
Deploy cooperative multi-agent systems that work together in a streamlined way to tackle complex tasks, enhancing scalability and operational effectiveness.
Multi-Agent Systems
Deploy cooperative multi-agent systems that work together in a streamlined way to tackle complex tasks, enhancing scalability and operational effectiveness.
Autonomous Decision-Making AI
Develop self-driven AI agents capable of high-level reasoning and autonomous decision-making, streamlining processes and improving business outcomes.
Autonomous Decision-Making AI
Develop self-driven AI agents capable of high-level reasoning and autonomous decision-making, streamlining processes and improving business outcomes.
Autonomous Decision-Making AI
Develop self-driven AI agents capable of high-level reasoning and autonomous decision-making, streamlining processes and improving business outcomes.
Fine-Tuning AI Models
Stay ahead of the curve by integrating emerging technologies into your front-end solutions. The team with extensive hands-on experience helps you integrate with:



Model Adaptation and Personalization
Customize pre-trained models to fit your unique business or domain needs, ensuring your AI delivers precise, relevant results tailored to your goals.
Model Adaptation and Personalization
Customize pre-trained models to fit your unique business or domain needs, ensuring your AI delivers precise, relevant results tailored to your goals.
Model Adaptation and Personalization
Customize pre-trained models to fit your unique business or domain needs, ensuring your AI delivers precise, relevant results tailored to your goals.
Domain-specific Data Curation
Curate high-quality, domain-specific datasets to fine-tune your models, enhancing their accuracy and effectiveness for your specialized requirements.
Domain-specific Data Curation
Curate high-quality, domain-specific datasets to fine-tune your models, enhancing their accuracy and effectiveness for your specialized requirements.
Domain-specific Data Curation
Curate high-quality, domain-specific datasets to fine-tune your models, enhancing their accuracy and effectiveness for your specialized requirements.
Hyperparameter Optimization
Identify and implement optimal hyperparameters for your models, maximizing performance and ensuring your AI operates at peak efficiency.
Hyperparameter Optimization
Identify and implement optimal hyperparameters for your models, maximizing performance and ensuring your AI operates at peak efficiency.
Hyperparameter Optimization
Identify and implement optimal hyperparameters for your models, maximizing performance and ensuring your AI operates at peak efficiency.
Continual Learning Setups
Establish continual learning frameworks so your models adapt and improve over time, staying current and effective as new data becomes available.
Continual Learning Setups
Establish continual learning frameworks so your models adapt and improve over time, staying current and effective as new data becomes available.
Continual Learning Setups
Establish continual learning frameworks so your models adapt and improve over time, staying current and effective as new data becomes available.
Responsible AI
Nothing like a slow app to kill user interest. Our team of pros ensures fast load times and responsive interactions for improved user satisfaction and engagement.



Bias Detection and Mitigation
Apply systematic methods to detect and minimize biases in your AI models, promoting fairness, inclusivity, and ethical outcomes in every deployment.
Bias Detection and Mitigation
Apply systematic methods to detect and minimize biases in your AI models, promoting fairness, inclusivity, and ethical outcomes in every deployment.
Bias Detection and Mitigation
Apply systematic methods to detect and minimize biases in your AI models, promoting fairness, inclusivity, and ethical outcomes in every deployment.
Ethical Impact Assessments
Conduct comprehensive assessments to understand and address the ethical implications of your AI deployments, supporting responsible innovation.
Ethical Impact Assessments
Conduct comprehensive assessments to understand and address the ethical implications of your AI deployments, supporting responsible innovation.
Ethical Impact Assessments
Conduct comprehensive assessments to understand and address the ethical implications of your AI deployments, supporting responsible innovation.
Compliance Audits
Perform detailed compliance audits to ensure your AI solutions meet global standards like GDPR, CCPA, and the AI Act, reducing regulatory risk.
Compliance Audits
Perform detailed compliance audits to ensure your AI solutions meet global standards like GDPR, CCPA, and the AI Act, reducing regulatory risk.
Compliance Audits
Perform detailed compliance audits to ensure your AI solutions meet global standards like GDPR, CCPA, and the AI Act, reducing regulatory risk.
Explainability and Transparency Implementation
Integrate clear, understandable explanations into your AI outputs, building user trust and supporting transparency and regulatory compliance.
Explainability and Transparency Implementation
Integrate clear, understandable explanations into your AI outputs, building user trust and supporting transparency and regulatory compliance.
Explainability and Transparency Implementation
Integrate clear, understandable explanations into your AI outputs, building user trust and supporting transparency and regulatory compliance.

Unlock What’s Next with AI Engineering
Partner with AI engineers who don’t just prototype, they ship. From fine-tuned LLMs to RAG pipelines and ethical AI frameworks, we build systems that scale with your ambition.
Technologies We Excel In
Frameworks & Libraries
PyTorch, TensorFlow, LangChain, Transformers (Hugging Face)
LLM & Agent Platforms
OpenAI, Anthropic, Vertex AI, Hugging Face Hub
Languages
Python, TypeScript, SQL, YAML
Retrieval & Indexing
FAISS, Weaviate, Pinecone, Elasticsearch
Deployment & Serving
FastAPI, Ray Serve, Docker, Kubernetes
Monitoring & Evaluation
Weights & Biases, LangSmith, Evidently AI
Responsible AI & Governance
Fairlearn, IBM AI Fairness 360, OpenAI Eval Frameworks

Our Process
1
Discovery & Use Case Alignment
We begin by identifying the right AI opportunities for your business.
Whether it’s RAG, agents, or LLM fine-tuning, we scope the data, success metrics, and technical feasibility upfront.
2
Data Strategy & Preparation
High-quality data is the foundation of impactful AI.
We source, clean, annotate, and structure datasets, readying them for training, retrieval, or evaluation with complete governance in place.
3
Model & System Design
Based on your needs, we architect solutions using the best-fit AI stack - LLMs, custom embeddings, vector databases, agents, or fine-tuned models designed to meet performance and compliance targets.
4
Implementation & Integration
From AI prompt engineering to RAG pipelines or agent workflows, our engineers build modular, production-ready systems that integrate uniformly with your applications, APIs, or knowledge bases.
5
Testing, Evaluation & Monitoring
We rigorously test with custom evals, hallucination checks, and safety validations.
Synchronous monitoring and feedback loops are set up using tools like LangSmith or Weights & Biases.
6
Deployment & Continuous Improvement
AI solutions are containerized, deployed via MLOps or serverless APIs, and continuously improved through user feedback, drift detection, and iterative retraining where needed.

Our Process
1
Discovery & Use Case Alignment
We begin by identifying the right AI opportunities for your business.
Whether it’s RAG, agents, or LLM fine-tuning, we scope the data, success metrics, and technical feasibility upfront.
2
Data Strategy & Preparation
High-quality data is the foundation of impactful AI.
We source, clean, annotate, and structure datasets, readying them for training, retrieval, or evaluation with complete governance in place.
3
Model & System Design
Based on your needs, we architect solutions using the best-fit AI stack - LLMs, custom embeddings, vector databases, agents, or fine-tuned models designed to meet performance and compliance targets.
4
Implementation & Integration
From AI prompt engineering to RAG pipelines or agent workflows, our engineers build modular, production-ready systems that integrate uniformly with your applications, APIs, or knowledge bases.
5
Testing, Evaluation & Monitoring
We rigorously test with custom evals, hallucination checks, and safety validations.
Synchronous monitoring and feedback loops are set up using tools like LangSmith or Weights & Biases.
6
Deployment & Continuous Improvement
AI solutions are containerized, deployed via MLOps or serverless APIs, and continuously improved through user feedback, drift detection, and iterative retraining where needed.

Why Clients Choose Our AI Engineering Services
Why Clients Choose Our AI Engineering Services
Specialized AI Talent
Hire dedicated front-end developers with React, Angular, or Vue experience. Our vetted team includes remote and on-site talent across the globe.
Model-Centric, Outcome-Driven
We don’t just build AI experiments - we deliver production-ready solutions that align with your goals. From fine-tuning to evaluation, our team ensures performance, reliability, and responsible use.
Flexible, Scalable Teams
Whether you need a single ML engineer or a full-stack AI pod, we offer agile resourcing to match your project’s scale delivering iterative results with transparent, sprint-based execution.
Remote AI Experts On-Demand
Our vetted AI professionals work across time zones and stacks from Python and LangChain to Ray Serve and OpenAI APIs with clear documentation and collaborative handoff practices.
Proven Success Across Industries
From enterprise search copilots to compliance-grade AI governance platforms, we’ve built and deployed AI systems that serve industries like finance, healthcare, retail, and education.
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
Hear directly from our clients
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
The Procedure was the first consultancy we truly connected with, sharing our outlook on quality, process, and ownership. Over the years, they have not only augmented our internal team but also taken on critical core roles across teams. What started with one engineer nearly three years ago has grown into a team of five, each fully owning their deliverables and contributing meaningfully to our team's capacity. Ulhas maintains a keen awareness of the landscape, guiding his team through shifting challenges behind the scenes. We're extremely pleased with the commitment and engagement they bring.
Shrivatsa Swadi
Director of Engineering, Setu
We have worked with Procedure to support our software development initiatives across our portfolio, and the experience has been exceptional from start to finish. They consistently deliver on every promise, and are very responsible to shifting project needs. They are great people to work with and we wholeheartedly recommend Procedure for anyone seeking a reliable, trustworthy development partner.
Chad Laurans
Managing Partner, Workshop Ventures
Procedure has been a partner for Timely from our inception and through our rapid growth. Our team members from Procedure are exceptionally talented and dedicated to their craft and have proven essential to building out our engineering capacity in a fast-paced environment. On top of that, the leadership at Procedure have been thought partners for us on key engineering decisions and in growing each team member to expand their impact with Timely. Couldn’t recommend Procedure more highly!
Faisal Anwar
CTO, Timely
Working with Procedure has been amazing! Their clear communication, smooth project management, and expertise made them feel like part of our team. They built and launched our app in just 12 weeks, helping us reach 1000+ paying users in the first 6 months. We're excited to keep building with them!
Eid AlMujaibel
CEO, Tenmeya
Engagement Models

Project-Based
AI Engineering Services
If you are looking for an end-to-end AI solution delivery.

Project-Based
AI Engineering Services
If you are looking for an end-to-end AI solution delivery.

Project-Based
AI Engineering Services
If you are looking for an end-to-end AI solution delivery.
Full-Cycle AI Product Development
From problem framing and prototyping to deployment.
AI for Existing Products
Add copilots, search, or automation to what you already ship.
Data, Evaluation & Safety Pipelines
Datasets, red-teaming, guardrails, and continuous evals.
RAG, Agents & Integrations
Design, build, and wire into your stack and workflows.
MLOps & Productionization
CI/CD for models, monitoring, cost, and performance tuning.
Staff Augmentation
for AI Engineering Services
If you want to hire AI engineers to integrate within your teams.
Dedicated AI Engineers
Long-term, embedded contributors working as part of your team (time & materials).
On-Demand AI Experts
Short-term help for audits, fine-tuning, or feature spikes (fixed price/scope).
Build-Operate-Transfer (BOT) Model
Start with our team; transition capabilities in-house smoothly.

Build AI That Feels Effortless,
Performs Exceptionally
Let’s move beyond the hype and craft intelligent systems your users actually want to use. Whether it’s a context-aware assistant or a domain-tuned LLM, hire AI engineers who ship solutions that are fast, safe, and built for the live environment.
© 2025 Procedure Technologies. All rights reserved.
© 2025 Procedure Technologies. All rights reserved.
© 2025 Procedure Technologies. All rights reserved.