5 Star rating from Clutch verified reviews

AI Software Development Services Built for Production

Production AI software from our NYC studio: LLM apps, AI agents, and computer vision systems. Prototype to production in 8 to 12 weeks.

No commitment requiredResponse within 24 hours

8000+
Projects
Delivered for clients nationwide
3000+
Clients
Nationwide across the USA
200+
Engineers
Senior, vetted, full-time
5.0
Clutch Rating
From verified client reviews
Where Teams Get Stuck

The Problem We Solve

What we hear from teams before the engagement, and how we approach it differently.

The Problem

Building an AI prototype is straightforward. Shipping AI software that works reliably in production, with proper error handling, cost controls, observability, and user trust, is an entirely different engineering challenge. Most teams discover this gap only after months of failed launches.

Our Solution

We bridge AI experimentation and production engineering. Our New York City team has shipped AI applications across FinTech, healthcare, and SaaS with the MLOps infrastructure, observability tooling, and user-facing design that enterprise AI demands. We ship working demos every two weeks and production software that companies stake their reputation on.

AI Development Scope

What We Build

From LLM-powered SaaS features to autonomous AI agents to the MLOps infrastructure underneath. The full spectrum of AI software we ship to production.

LLM Applications

  • GPT-4o, Claude, and Gemini-powered products
  • RAG pipelines on proprietary data
  • Streaming chat and co-pilot interfaces
  • Hallucination guardrails and safety controls

AI Agents and Autonomous Workflows

  • Multi-step autonomous task agents
  • Research and synthesis workflows
  • Human-in-the-loop escalation logic
  • Audit trails and retry logic

Intelligent Document Processing

  • Contract and invoice extraction
  • Medical record processing
  • Multi-format OCR pipelines
  • Vision and NLP for unstructured data

Computer Vision

  • Object detection and classification
  • Medical image analysis
  • Document layout understanding
  • Real-time video processing

Predictive Analytics

  • Demand forecasting models
  • Churn prediction systems
  • Fraud detection pipelines
  • Real-time scoring APIs

MLOps and AI Infrastructure

  • Model registries and feature stores
  • Automated retraining pipelines
  • Shadow deployments and A/B testing
  • AI integration into existing systems
Questions? We've Got Answers

Your AI Model Questions, Answered.

Clear answers on choosing between leading foundation models for production AI products, agents, and multimodal experiences.

Featured Answer

What is the difference between GPT-4o, Claude, and Gemini for an AI product?

GPT-4o is strongest at function calling, structured output, and image input, making it a default for AI agents and multimodal apps. Claude often performs better on long-context reasoning, complex instructions, and writing tasks, with stricter default safety. Gemini has the deepest Google Cloud integration and competitive long-context pricing. Many production systems use multiple models, routing tasks to whichever fits best. Our team can run a comparison on your workload.

Request a model comparison on your specific use case.

Talk to an AI engineer
Tech Stack

AI Technologies We Use

The tools and frameworks our engineers reach for on production work.

PythonOpenAILangChainLlamaIndexFastAPIPineconeWeaviateMLflowAWS SageMakerReactTypeScriptPostgreSQLDockerKubernetesRedisCeleryAnthropic ClaudeVertex AI

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Tell us about your AI project and receive a tailored proposal within 24 hours.

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SOC 2 Certified 5 Star Client Rating No Commitment

How We Work

Our AI Development Process

A disciplined engineering process built for the realities of production AI, from data readiness through continuous improvement.

01

AI Readiness Assessment

We audit your data, infrastructure, and use cases. We identify the highest-ROI AI applications and define success metrics before writing a line of code.

02

Architecture and Model Selection

We design the AI system architecture, select foundation models or custom training approaches, and plan the MLOps infrastructure for production deployment.

03

Prototype and Validate

We build a functional prototype in 2 to 3 weeks to validate AI performance against your real data before committing to full-scale development.

04

Production Engineering

Two-week agile sprints with working demos every cycle. We build error handling, cost controls, observability, and safety layers alongside the core AI logic.

05

Testing and Safety Validation

Adversarial testing, hallucination benchmarking, bias audits, and load testing. We validate AI behavior under edge cases, not just benchmark conditions.

06

Launch and Continuous Improvement

Zero-downtime deployment with monitoring dashboards, cost alerts, and scheduled retraining cycles. AI improves with every month it's in production.

Flexible Engagements

Choose How We Work Together

Every AI project is different. Three engagement models matched to your timeline, budget, and team structure.

AI MVP Build

8 to 12 weeks

Startups and product teams validating an AI concept

  • Fixed scope, fixed timeline
  • Working prototype in 2 weeks
  • Production-ready MVP with monitoring
  • Handoff documentation and code ownership
Most Popular

Dedicated AI Team

Ongoing

Companies building AI as a core product competency

  • Senior AI engineer and tech lead
  • Sprint-based agile delivery
  • Integrated with your team and tools
  • Scale up or down monthly

AI Integration Sprint

4 to 6 weeks

Enterprises adding AI to existing software

  • Rapid integration of LLMs or ML models
  • No disruption to existing systems
  • API-first architecture for future extensibility
  • Performance benchmarking included

The Software Pro Difference

Why Choose Software Pro for AI Development

NYC-based. Senior engineers only. Production-first methodology. What sets our AI practice apart.

NYC Headquarters, Real Accountability

Based at 420 Lexington Ave, Suite 300. We are not a remote-first vendor with no physical presence. We are a New York City team you can meet in person.

Production First Engineering

We build with monitoring, cost controls, error handling, and safety layers from day one. Every system we ship is ready for real users, not just demos.

Two-Week Working Demos

Agile sprints with demos every two weeks. You see real progress, not status updates. No surprise reveals at the end of a six-month engagement.

Full IP Ownership

All code, models, and data pipelines are 100% yours from day one. NDAs are standard. No licensing fees, no vendor lock-in, no shared IP agreements.

Senior-Only AI Engineers

Our AI engineers average 8 plus years of experience. No juniors on AI projects. Every engineer on your project has shipped production AI systems before.

End-to-End Capability

We handle everything from data engineering and model selection through frontend integration, MLOps, and post-launch optimization, with no subcontracting.

Case Studies:
Results You Can Trust

Discover real outcomes from real clients: software platforms, custom development, and full stack solutions that moved the needle.

Healthcare AI Receptionist & Call Automation Built for Patient Connect / CuroAI
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Healthcare AI Receptionist & Call Automation Built for Patient Connect / CuroAI

"Software Pro took the time to understand how our healthcare communication workflows actually operated before recommending a solution. Their ability to design a secure, scalable AI receptionist system while maintaining compliance standards made the implementation smooth and practical for our team."

Written by: Ben Pure, VP

Patient Connect

AI Receptionist Development

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ZIINA Payments App Built for the UAE Market, Licensed by the Central Bank of UAE
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ZIINA Payments App Built for the UAE Market, Licensed by the Central Bank of UAE

"Software Pro delivered our entire mobile payments platform on time, handling complex compliance requirements and integrating with UAE financial infrastructure. Truly an exceptional team."

Written by: Ahmed Al-Rashid

ZIINA

FinTech App Development

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LaborAI Warehouse Planning Platform Redesigned for Clarity, Usability, and Conversions
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LaborAI Warehouse Planning Platform Redesigned for Clarity, Usability, and Conversions

"The redesigned website finally communicates what LaborAI does in a way that resonates with our customers. Complex technical content turned into a clear, compelling experience that drives real inquiries."

Written by: Lee Rector

LaborAI

Website Redesign

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Miiskin Telehealth App Connecting Patients with Board-Certified Dermatologists Online
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Miiskin Telehealth App Connecting Patients with Board-Certified Dermatologists Online

"The team built a secure, HIPAA-compliant telehealth platform our dermatologists use daily. Their expertise in healthcare app development made the entire process seamless and reliable."

Written by: Dr. Martin Jensen

Miiskin

Healthcare Telehealth App

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Aware House Multi-Vendor Marketplace Optimized with CRO for Higher Conversion and Sales
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Aware House Multi-Vendor Marketplace Optimized with CRO for Higher Conversion and Sales

"The CRO work transformed how our customers shop on Aware House. The improvements to navigation and product pages have made a real difference to how visitors engage and convert."

Written by: Lauren Hidalgo

Aware House

eCommerce CRO & Redesign

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Goalers iOS App Launched on the App Store with a Perfect 5.0 Star Rating
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Goalers iOS App Launched on the App Store with a Perfect 5.0 Star Rating

"From wireframes to App Store submission, Software Pro handled everything professionally. The app is beautiful, fast, and our early users absolutely love it."

Written by: Chris Mercer

Goalers LLC

iOS Mobile App Development

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Ecological Law Website Built from Scratch for Global SEO Visibility and Mission Impact
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Ecological Law Website Built from Scratch for Global SEO Visibility and Mission Impact

"Software Pro built us a platform that truly represents our mission and reaches the global audience we need. The site is clear, professional, and already helping us connect with advocates worldwide."

Written by: Victor Tafur

Ecological Law

Website Design & Development

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Proud Arts STL Nonprofit Website Redesigned to Drive Engagement and Community Impact
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Proud Arts STL Nonprofit Website Redesigned to Drive Engagement and Community Impact

"The redesigned website finally tells our story in a way that moves people. We can see the difference in how visitors engage with our programs and how many more complete registrations."

Written by: AJ

Proud Arts STL

Nonprofit Website Redesign

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FX Evolution Trading Platform Delivering Real-Time Market Data to Active Traders
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FX Evolution Trading Platform Delivering Real-Time Market Data to Active Traders

"Software Pro built our full trading education platform with real-time data feeds and a polished member dashboard. Our Market Masters Club members rate it as an essential daily tool."

Written by: Robert Chambers

FX Evolution

Trading Platform Development

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Collective Voice Creator SaaS Platform Powering Influencer Campaigns at Scale
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Collective Voice Creator SaaS Platform Powering Influencer Campaigns at Scale

"The SaaS dashboard Software Pro built for us is clean, fast, and exactly what our creator partners need. They truly understood our product vision and delivered it with precision."

Written by: Sarah Mitchell

Collective Voice

Creator SaaS Platform

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Wisper ISP Website Refined for Cross-Device Consistency, Mobile Usability, and Technical Reliability
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Wisper ISP Website Refined for Cross-Device Consistency, Mobile Usability, and Technical Reliability

"Our mobile users can now access all forms and the redirect issues that were frustrating customers are completely resolved. Systematic, accurate, and professional work."

Written by: AJ

Wisper ISP

Website Development

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PCMCC Healthcare Platform Redesigned for Better UX and SEO, Growing Impressions from 526 to 4.83K
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PCMCC Healthcare Platform Redesigned for Better UX and SEO, Growing Impressions from 526 to 4.83K

"The redesign transformed how our platform presents our services. Going from barely showing up in search to over 4,800 impressions is a meaningful change for our practice."

Written by: Benjamin Pure

PCMCC

Website Redesign & SEO

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STRIDES iOS App Launched on the App Store to Power Real-Time Sales Tracking for Insurance Agencies
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STRIDES iOS App Launched on the App Store to Power Real-Time Sales Tracking for Insurance Agencies

"STRIDES gave us exactly what we needed — a simple way for agents to log their activity and a clear way for us to see what is actually happening in the field."

Written by: Andy Khoo

GITSA

iOS App Development

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Protect3D Health-Tech Website Redesigned to Communicate Complex Innovation and Drive Demo Bookings
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Protect3D Health-Tech Website Redesigned to Communicate Complex Innovation and Drive Demo Bookings

"The team took our technically complex product and turned it into a story that our customers actually understand. The improvement in demo requests since launch has been significant."

Written by: AJ

Protect3D

Health-Tech Website Redesign

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IllnessRx Healthcare App Connecting Patients and Providers Across Multiple US States
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IllnessRx Healthcare App Connecting Patients and Providers Across Multiple US States

"The team delivered a secure and compliant healthcare app our medical network depends on daily. Their understanding of HIPAA requirements and healthcare workflows was outstanding."

Written by: Dr. Patricia Wells

IllnessRx

Healthcare App Development

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Crosslet Photo & Video Website Redesigned into a High-Impact, SEO-Ready Platform for Growth
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Crosslet Photo & Video Website Redesigned into a High-Impact, SEO-Ready Platform for Growth

"The team transformed our outdated website into a platform that truly reflects the quality of our work. The new design is clean, professional, and we are already seeing more inquiries from potential clients."

Written by: Alyssa Voss

Crosslet Photo & Video

Website Redesign & SEO

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J & P Painting Website Built from the Ground Up to Drive Local Leads and Bookings
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J & P Painting Website Built from the Ground Up to Drive Local Leads and Bookings

"We went from having no online presence to a professional website that generates real inquiries. We are now showing up in local searches and getting more calls than ever before."

Written by: Jack Odin

J & P Painting

Website Development

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Envy Eyes & Wax Med Spa Website Redesigned to Reflect Premium Brand and Drive Bookings
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Envy Eyes & Wax Med Spa Website Redesigned to Reflect Premium Brand and Drive Bookings

"Our new website finally looks and feels like the premium spa experience we deliver. Clients are finding us more easily online and the booking process is so much smoother."

Written by: Tammy Pak

Envy Eyes and Wax Med Spa

Website Redesign

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Aware House Shop CRO Strategy Delivering Multi-Fold ROAS Improvement on Shopify
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Aware House Shop CRO Strategy Delivering Multi-Fold ROAS Improvement on Shopify

"We had the traffic and the products but were not converting. The team identified exactly where we were losing customers and fixed it. Our ROAS improvement has been exceptional."

Written by: Lauren Hidalgo

Aware House

eCommerce CRO

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KAF Arts Platform Built as a Scalable Digital Hub for a Multi-Venue Arts Organization
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KAF Arts Platform Built as a Scalable Digital Hub for a Multi-Venue Arts Organization

"The custom filtering and performance improvements have made a measurable difference. It was a complex build and the team handled every challenge with expertise."

Written by: AJ

KAF Arts

Website Development

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Radius Enterprise Website Engineered for Scalability, Advanced UX, and Multi-Country Expansion
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Radius Enterprise Website Engineered for Scalability, Advanced UX, and Multi-Country Expansion

"The level of engineering precision was outstanding. The CMS components mean our team can update content without involving developers. Exceptional work throughout."

Written by: AJ

Radius

Enterprise Website Development

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Gate Escape Premium Airport Experience Website Designed for Immersion and Conversion
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Gate Escape Premium Airport Experience Website Designed for Immersion and Conversion

"The team translated our innovative airport pod concept into a digital experience that matches the quality of our physical product. The visual storytelling exceeded our expectations."

Written by: AJ

Gate Escape

Website Redesign

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Rebis Design System Stabilized for a Consistent, Scalable, and Professional Web Platform
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Rebis Design System Stabilized for a Consistent, Scalable, and Professional Web Platform

"We had been struggling with style inconsistencies that kept coming back every time we made updates. The team fixed it properly and our site now looks consistent across every page."

Written by: AJ

Rebis

Design System Development

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Pep Boys Enterprise Website Scaled with Location Pages, SEO Content, and Streamlined Deployments
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Pep Boys Enterprise Website Scaled with Location Pages, SEO Content, and Streamlined Deployments

"The team became a reliable extension of our development operation, handling landing page creation and content updates with the accuracy and discipline that enterprise workflows demand."

Written by: Adam Huber

Pep Boys

Enterprise Website Development

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FallTech Blog Transformed into a Structured SEO-Driven Content Platform for Long-Term Growth
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FallTech Blog Transformed into a Structured SEO-Driven Content Platform for Long-Term Growth

"The team transformed our disorganized blog into a proper content platform. The migration from HubSpot was handled without losing content and the SEO structure has significantly improved performance."

Written by: CDS Team

FallTech

Content Platform Development

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P&E Stainless Product Catalog Transformed into a Structured Digital Platform for Technical Buyers
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P&E Stainless Product Catalog Transformed into a Structured Digital Platform for Technical Buyers

"Migrating our entire product catalog was a complex undertaking. The result is a platform that our technical customers can actually navigate efficiently to find the specifications they need."

Written by: CDS Team

P&E Stainless

Product Catalog Development

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Chromatic Fox Studio Website Continuously Enhanced to Support Growing Beauty Service Offerings
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Chromatic Fox Studio Website Continuously Enhanced to Support Growing Beauty Service Offerings

"Having a reliable development partner for ongoing website updates has been invaluable. Every new service page matches our existing design perfectly and critical updates are handled exactly when needed."

Written by: CDS Team

Chromatic Fox Studio

Ongoing Website Development

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Holy City Med Landing Page Built to Drive Membership Signups for Modern Healthcare Services
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Holy City Med Landing Page Built to Drive Membership Signups for Modern Healthcare Services

"The landing page does exactly what we needed — it explains our model clearly and converts visitors who would otherwise leave confused. The multi-audience approach was particularly effective."

Written by: CDS Team

Holy City Med

Landing Page Development

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TMMR Fleet Operations SaaS Platform Built to Centralize Reporting for Transportation Professionals
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TMMR Fleet Operations SaaS Platform Built to Centralize Reporting for Transportation Professionals

"Having everything — mileage, maintenance, invoices, compliance — in one place instead of spread across different tools has transformed how we manage our operations."

Written by: Van Solkov

TMMR

SaaS Platform Development

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People 4 People Membership Platform Scaled with Custom Commission Logic and Multi-Role Architecture
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People 4 People Membership Platform Scaled with Custom Commission Logic and Multi-Role Architecture

"The membership system, commission logic, and onboarding improvements have made a real difference to how our platform operates. The scalability work means we can grow without worrying."

Written by: Jennifer

People 4 People

Membership Platform Development

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Industries

AI Software Development Across Industries

We have delivered production AI solutions for companies in these industries and more.

Client Reviews

Trusted by Engineering Leaders

All reviews verified and sourced fromClutch.co
Clutch Verified

"Software Pro took off the workload of production from our shoulders entirely. They designed and developed the entire platform from scratch and provided continuous application support. We're already in talks with them for another project."

E-Commerce Development & Application Support

Phillip Tyler

Founder, Kreative Bugs

Brisbane, AustraliaMar 2025
Clutch Verified

"Their commitment to clear communication, timely delivery, and post-launch support truly impressed us. They delivered a robust, scalable website with visually stunning design. Post-launch training and troubleshooting ensured we could manage everything independently."

Web Development & UI/UX Design

Daniel Foster

Manager, Bulvar Global

Lisbon, PortugalMar 2025
Clutch Verified

"Software Pro helped us where other development teams couldn't. One of our client sites saw a 13% organic increase within one month of their technical work. The team always delivers on time and goes above and beyond to meet expectations. They are amazing!"

Custom Software Development & Web Optimization

Michael Bennett

Executive, Custom Digital Solutions

Charleston, SCNov 2024
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Common Questions

AI Development FAQ

Answers to what buyers ask before they sign.

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