Custom AI and ML Development Services
Machine learning earns its place when it runs on your data, inside your product. Tecla's AI ML development services put it there for startups and growing companies.
Predictive analytics, computer vision, recommendation engines, and full AI applications, engineered on the simplest model that meets the quality bar.
What we build
AI and machine learning development services across predictive analytics, supervised and deep learning, vision, and data engineering. Here is some of what we build.
Predictive Analytics & Forecasting
Demand forecasting, churn prediction, fraud detection, risk scoring, predictive maintenance, and anomaly detection.
Machine Learning Models
Classification, regression, and clustering models, from supervised learning on labeled data to custom deep learning.
Computer Vision
Object detection, visual quality control, document extraction, and AI video analytics.
Recommendation Engines
Personalization, ranking, and recommendation systems that lift engagement and revenue per user.
NLP & Multimodal AI
Natural language processing (NLP) for text classification, sentiment analysis in customer service, and multimodal AI across text, image, and audio.
MLOps & Data Pipelines
Feature engineering, training pipelines, edge AI deployment, and the infrastructure that keeps models healthy.
From a single ML model to a full AI application
Tell us what you need and we scope the build.
The typical ML shop vs Tecla
The difference shows up in how the data gets assessed, how the model gets chosen, and what happens after deployment.
Typical ML shop
Tecla
Why teams usually come to us
The most common starting points for an AI ML software development services engagement.
Forecasting still runs on last quarter's spreadsheet
Years of historical data sit unused while planning runs on gut feel.
Churn shows up after the customer is already gone
The signals were in the usage data. A model surfaces them in time to improve customer retention.
Manual review became the bottleneck everyone works around
AI driven process automation handles the volume, people handle the exceptions.
The notebook works, production never happened
The model is proven. Shipping it needs pipelines, monitoring, and software around it.
How we deliver
The process starts with the data and stays with the model after launch.
Data assessment & features
We assess the data, the labels, and the feature engineering the first model needs to predict well.
Train, validate & build
Model training and validation against a holdout the business agrees on, plus the application around it. Every build ships with evals.
Deploy, monitor & retrain
Launch, drift monitoring, and a retraining cadence tied to how fast the data changes.
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Engineered for the data you have
ML projects are shaped by the state of the data more than the choice of algorithm. Tecla starts every engagement with a data assessment, so the scope reflects what the data can support today and what it will support after the pipeline work.
In production, a model lives with changing data. Drift monitoring and a retraining cadence are part of every scope, because accuracy on launch day is a starting point, not a guarantee.
Industries we serve
Machine learning takes a different shape in every industry. The data, the compliance environment, and the technical constraints are different. We adapt every engagement to the business behind it.
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SaaS & B2B Software
Fintech & Financial Services
E-commerce & Retail
Healthtech
Manufacturing
Logistics & Supply Chain
Cybersecurity
Insurance
Media & Entertainment
The two people you'll work with
Every Tecla engagement is supported by two roles, both included from day one.
AI Solutions Lead
Owns the commercial relationship. Involved in qualification, kickoff alignment, business outcomes and scope decisions, final delivery, and expansion discussions.
AI Systems Lead
Owns discovery, data assessment, model definition, architecture, buildout, delivery, and future-phase recommendations. Your technical point of contact throughout the engagement.
From the teams we've worked with
Eleven years, 500+ companies, 50,000+ vetted professionals. What they say about working with us.
Tecla is organized and provides a strong partnership experience. From hiring multiple engineers within weeks to maintaining consistent communication and feedback, they've shown real professionalism. Their follow-up and collaboration made the entire staffing process efficient and enjoyable.
Kristen Marcoe
I’m very happy with Tecla. Their support has improved our QA process, reduced bug reports by half, and made our onboarding process twice as fast. The team is responsive, cost-effective, and delivers high-quality candidates on time. Tecla has truly become a trusted extension of our internal hiring team.
Meit Shah
It was a pleasure working with Tecla. Their team quickly understood our hiring needs and found candidates that matched our technical requirements perfectly. Communication was seamless, and they were always quick to respond and deliver results. Tecla’s attention to quality made the entire experience smooth and efficient.
Mayya Bozhilova
Tecla successfully found candidates for our team and handled the entire process from scheduling to interviews. They were timely, responsive, and always kept communication flowing through email and messaging apps. I was really impressed with Tecla’s follow-up and thoroughness throughout the process.
Jessica Warren
Tecla's business model and team set our company up with engineers that we have the real possibility of working with long-term and can grow with our business. Tecla came in highly recommended, and their pace from introduction to engagement to presenting candidates was very fast.
David Bradley
Internally, we're moving much faster than we were without the remote engineers Tecla recruited for us and we've been able to implement far more features. Once we brought on our first full-time designer in South America, it made the quality of our user interface, product, and marketing efforts increase substantially.
Drew Batshaw
When we started our recruiting initiatives for LATAM developers, it was crucial for us to rely on a company that could provide deep local expertise to help us identify the best software developers in Latin America. The teams at Tecla really go the extra mile to understand our needs, which is what has made our partnership so successful!
Douglas Santos
Hire AI and ML engineers by specialty
When the need is an AI/ML software development team rather than a managed build, Tecla's network covers the full ML stack. Senior engineers across the US and Latin America, vetted to the same standard.
