Last updated: April 23, 2026

AI / ML Development Services

Ship Production-Ready AI — From Model to Measurable ROI

We build, deploy, and scale AI/ML systems for founders and data teams. 50+ production models shipped across 20+ industries — pilot in 6 weeks, with measurable ROI from day one.

Free 30-min AI strategy callPilot scope in 48 hoursNo commitment
50+
AI Models Deployed
30+
NLP & GenAI Solutions
20+
Industries Served
98%
Client Satisfaction
AWS Consulting Partner
50+ AI Models Deployed
100+ AI Engineers
98% Client Satisfaction
What We Build

Our AI/ML Development Services

End-to-end AI delivery — from identifying the right use case to deploying production models that drive measurable business outcomes.

GenAI Ideation · Prompt Library

Generative AI Solutions

Turn unstructured data and creative workflows into scalable automation. We build custom GenAI applications — RAG systems, agentic workflows, content generators — tuned to your domain using state-of-the-art LLMs and vector databases.

  • Custom LLM fine-tuning & RAG pipelines
  • Agentic workflows & tool-using agents
  • Prompt engineering & evaluation frameworks
train.py · model_output.json
1
2
3
4
5
6
7
8

AI-Based Product Development

Embed AI into your product where it moves the metric. We engineer full-stack AI features — inference APIs, model-serving infrastructure, and user-facing UX — that solve complex problems and surface predictive insights in your customers' hands.

  • AI-first product architecture & APIs
  • Model-serving infrastructure & scaling
  • Full-stack AI UX integration
Model Training Run · v2.4.1
94%
Accuracy
0.08
Loss
0.91
F1 Score

Machine Learning Expertise

Move beyond off-the-shelf ML. We collaborate with your team to build custom models tailored to your data and business objectives — predictive analytics, recommendation engines, anomaly detection, forecasting — all engineered for accuracy and explainability.

  • Custom ML model development & training
  • MLOps, monitoring & drift detection
  • Predictive analytics & forecasting
Vision Detection · Batch #187
1,204
Detected
36
Low Conf.
2
Missed

Computer Vision Solutions

Give your product eyes. We build computer vision systems that perform object detection, tracking, image classification, and visual quality control — deployed at the edge or in the cloud, optimized for the real-world conditions your data lives in.

  • Object detection, tracking & OCR
  • Image classification & segmentation
  • Edge deployment & real-time inference

Natural Language Processing (NLP)

Bridge the gap between systems and humans. Our NLP solutions power intelligent search, semantic analysis, sentiment detection, entity extraction, and summarization — turning millions of documents into structured, actionable insight.

  • Semantic search & entity extraction
  • Sentiment analysis & topic modeling
  • Document summarization & classification

AI Chatbot Development

Deliver 24/7 support without the 24/7 headcount. Our AI chatbots combine large language models with your knowledge base and business systems to provide personalized, context-aware conversations that actually resolve customer issues — not deflect them.

  • LLM-powered conversational agents
  • Knowledge base grounding & RAG
  • CRM & helpdesk integrations

Ready to Turn AI Into Revenue?

Get a free 30-minute AI strategy call with a senior ML engineer. We'll evaluate your data, recommend the right model approach, and map a 6-week pilot — no commitment.

Start My AI Pilot
Why Brilworks

Built by AI Engineers Who've Shipped 50+ Production Models

We don't chase demos. We partner with you to pick the right use case, build the right model, and ship AI that actually moves your metrics.

Customized AI Solutions

We collaborate closely with your team to understand unique challenges and build tailored AI/ML models engineered for your data and objectives.

Predictive Advantage

Our models analyze historical data to predict risks, trends, and opportunities — positioning you for proactive, data-driven decisions.

Scalable & Adaptable

Our AI/ML systems are built to grow — adapting to new data, new use cases, and new infrastructure as your business evolves.

Ethical & Transparent

We follow strict guidelines on bias testing, data privacy, and model explainability — so you can deploy AI with confidence.

Dedicated AI Expertise

100+ engineers specializing in ML, LLMs, computer vision, and MLOps — with deep experience across 20+ industries.

MLOps & Post-Launch Support

Deployment is just the start. We monitor drift, retrain models, optimize inference costs, and iterate on your AI as your data changes.

Client Stories

What Founders & Data Leaders Say About Us

Real outcomes from real partners shipping AI across fintech, healthcare, retail, and logistics.

Brilworks shipped our fraud-detection model in 8 weeks — 94% precision, 12% higher than our in-house baseline. They productionized the entire pipeline, including monitoring and retraining.

DR
Daniel RossiFounder & CEO, Fintech Scale-up

We needed a GenAI partner who understood RAG, evaluation, and MLOps — not just prompt engineering. Brilworks delivered a knowledge assistant that cut our support handle time by 40% in the first quarter.

AK
Amara KhanCTO, B2B SaaS

Their computer vision team rebuilt our defect-detection pipeline from scratch. Accuracy jumped from 78% to 96%, and they deployed it on edge devices across 14 of our facilities.

HS
Henrik SørensenVP Engineering, Industrial IoT
Recognized By

Trusted & Awarded by Industry Leaders

AWS Consulting Partner
Clutch Global Award 2025
GoodFirms Top AI Developers
ISO 27001 Certified
Google Cloud AI Partner
Industries We Serve with AI

Deep Domain Expertise Across Verticals

We've deployed AI/ML systems in regulated, data-heavy, and fast-moving industries — bringing both model engineering and domain knowledge to every engagement.

Common Questions

Frequently Asked Questions

Everything founders and data leaders typically ask before partnering with us on AI.

What services does Brilworks offer in AI/ML development?+
We offer end-to-end AI/ML development: generative AI solutions, AI-based product development, custom machine learning, computer vision, natural language processing (NLP), and AI chatbot development — along with full MLOps and post-deployment support.
How long does an AI pilot take to ship?+
Most AI pilots ship in 6-10 weeks depending on data readiness, model complexity, and integration scope. We share a detailed estimate and pilot roadmap within 48 hours of your first call.
Can Brilworks customize AI/ML models for specific business objectives?+
Yes. We collaborate closely with your team to build custom ML models tailored to your data, objectives, and constraints — whether that's accuracy, latency, explainability, or cost of inference.
How does Brilworks ensure ethical AI development practices?+
We uphold strict guidelines on bias testing, data privacy, fairness auditing, and model explainability. Every model we ship includes documentation on training data, known limitations, and monitoring procedures.
Do you handle MLOps and model monitoring after deployment?+
Yes. We offer ongoing MLOps services including drift detection, automated retraining pipelines, performance monitoring, A/B testing of model versions, and cost optimization of inference infrastructure.
What does it cost to build an AI solution with Brilworks?+
Costs vary by scope and engagement model. Focused AI pilots typically start around $30K, while full product-grade AI systems with MLOps generally range from $75K-$250K+. We provide a transparent quote after our initial consultation.
Can your AI/ML solutions be adapted to different industries?+
Yes. Our AI/ML solutions are designed for various industries including finance, healthcare, media & entertainment, retail & e-commerce, education, logistics, and marketing — with domain-specific model tuning for each.