Best Machine Learning Development Agencies

Intellectsoft vs Softweb Solutions: full comparison for 2026

Last updated: July 2026

Quick verdict

Intellectsoft (4.0/5) edges ahead of Softweb Solutions (3.9/5) overall. Intellectsoft is the better choice for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. Softweb Solutions is the stronger option for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain.. The right choice depends on your project size, budget, and required tech stack.

Intellectsoft vs Softweb Solutions: head-to-head summary

Criterion Intellectsoft Softweb Solutions
Founded 2007 2006
HQ New York, USA Plano, Texas, USA
Team size 201–500 201–500
Rating 4.0 / 5 3.9 / 5
Best for Enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history. Companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain.
Pricing model Fixed project and dedicated team Fixed project and managed services
Min. engagement $30K Not published
Primary tech stack Python, TensorFlow, AWS Python, TensorFlow, Azure IoT
Industries served Financial Services, Automotive, Manufacturing, Retail Manufacturing, Retail, Logistics

Intellectsoft vs Softweb Solutions: overview

Intellectsoft

Intellectsoft is a custom software development and AI engineering company founded in 2007, headquartered in New York with additional offices including Palo Alto and Miami. Reported team size varies notably by source, from roughly 150 engineers across 10 offices to 800 total employees, and the company names enterprise clients including EY, Harley-Davidson, the London Stock Exchange, Qualcomm, Jaguar, and Guinness (per company website; independently unverifiable exact scope of each engagement).

Softweb Solutions

Softweb Solutions is an AI and IoT-focused digital transformation company founded in 2006 (some sources cite 2004), headquartered in Plano, Texas, with additional offices in Chicago, Dallas, and Ahmedabad, India. The company was acquired by global electronics distributor Avnet in December 2018 and now operates as 'Softweb Solutions — An Avnet Company,' building AI models for image classification, intelligent forecasting, and IoT scenario detection alongside broader data and digital transformation services.

Services and capabilities: Intellectsoft vs Softweb Solutions

Capability Intellectsoft Softweb Solutions
Custom ML model development
Deep learning & computer vision
NLP & LLM / Generative AI
MLOps & production deployment
Data engineering
AI strategy consulting
Staff augmentation

Tech stack comparison: Intellectsoft vs Softweb Solutions

Framework / platform Intellectsoft Softweb Solutions
Python
TensorFlow
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
Kubernetes N/A N/A
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: Intellectsoft vs Softweb Solutions

Criterion Intellectsoft Softweb Solutions
Minimum engagement $30K Not published
Engagement models Fixed project, Dedicated team Fixed project, Managed services
Rate transparency Minimum disclosed Not public
Price tier Accessible Enterprise / not published

Target audience comparison: Intellectsoft vs Softweb Solutions

Dimension Intellectsoft Softweb Solutions
Best company size Startup to mid-market Startup to mid-market
Best industries Financial Services, Automotive, Manufacturing Manufacturing, Retail, Logistics
Best use cases Enterprises wanting AI-powered application development from a firm with recognizable brand-name client history, Automotive or financial-services clients needing custom software with an embedded AI component Manufacturing or logistics clients needing AI models tied to IoT sensor data, Retail computer-vision projects such as image classification or shelf monitoring
Typical project type Fixed project Fixed project

Intellectsoft vs Softweb Solutions: pros and cons

Intellectsoft
+ 18 years of operating history with named, verifiable-brand enterprise clients rather than only anonymized case studies
+ AI applied 'as an engineering practice' across the delivery lifecycle rather than bolted on as a separate service
+ Multi-office US presence (New York, Palo Alto, Miami) supports domestic client proximity
+ Cited 40% faster delivery claim tied to AI-driven engineering practices (per company website; independently unverifiable)
- Reported headcount varies unusually widely by source (150 to 800), warranting direct confirmation of current team size
- AI/ML is positioned as an engineering practice enhancement rather than the firm's sole specialization
- Named clients don't specify which were AI/ML-specific engagements versus broader software development work
Softweb Solutions
+ Ownership by Avnet (since December 2018) gives direct proximity to hardware and electronics supply chains for IoT-linked AI projects
+ Nearly two decades of operating history combining AI and IoT delivery
+ Named use cases in image classification and intelligent forecasting show concrete applied AI/ML work
+ Multi-country office presence (US, India) supports cost-flexible delivery
- Acquired by Avnet in 2018 — the company now operates as a subsidiary rather than an independent AI consultancy, which can affect contracting flexibility
- Public sources disagree on both founding year (2004 vs. 2006) and employee count (201–500 vs. 501–1,000)
- IoT-centric positioning may be less suited to buyers wanting purely software-based ML with no hardware/device component

Who should choose Intellectsoft?

Intellectsoft is the right choice for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history..

Named enterprise client roster (EY, Harley-Davidson, London Stock Exchange, Qualcomm, Jaguar) rare among mid-size firms on this list.. Minimum engagement starts at $30K. Works best with clients in Financial Services, Automotive, Manufacturing, Retail.

Who should choose Softweb Solutions?

Softweb Solutions is the right choice for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain..

Backed by Avnet, a global electronics distributor, giving unusual hardware/IoT supply-chain proximity for AI-on-device projects.. Minimum engagement starts at Not published. Works best with clients in Manufacturing, Retail, Logistics.

Decision matrix: Intellectsoft vs Softweb Solutions

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Intellectsoft
You need a large dedicated team for an ongoing programme Intellectsoft
Your budget is at the lower end Compare: Intellectsoft ($30K) vs Softweb Solutions (Not published)
You need specialist depth in a specific vertical Intellectsoft
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Intellectsoft

Use case fit: Intellectsoft vs Softweb Solutions

Use case Intellectsoft fit Softweb Solutions fit Winner
Enterprises wanting AI-powered application development from a firm with recognizable brand-name client history Strong Limited Intellectsoft
Automotive or financial-services clients needing custom software with an embedded AI component Strong Limited Intellectsoft
Manufacturing or logistics clients needing AI models tied to IoT sensor data Limited Strong Softweb Solutions
Retail computer-vision projects such as image classification or shelf monitoring Limited Strong Softweb Solutions
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Intellectsoft vs Softweb Solutions

Intellectsoft (4.0/5) is the stronger overall choice for most Machine Learning Development projects. Named enterprise client roster (EY, Harley-Davidson, London Stock Exchange, Qualcomm, Jaguar) rare among mid-size firms on this list.. It is best for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history..

Softweb Solutions (3.9/5) is the better choice when companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain.. If your situation matches those criteria, Softweb Solutions is a competitive option.

Related comparisons

Intellectsoft vs Softweb Solutions FAQ

Is Intellectsoft better than Softweb Solutions?

Intellectsoft (4.0/5) scores higher overall, but "better" depends on your use case. Intellectsoft is better for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history.. Softweb Solutions is better for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain..

How do Intellectsoft and Softweb Solutions differ in pricing?

Intellectsoft uses fixed project and dedicated team pricing with a minimum engagement of $30K. Softweb Solutions uses fixed project and managed services pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Intellectsoft or Softweb Solutions?

Intellectsoft is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.

What are the main differences between Intellectsoft and Softweb Solutions?

Intellectsoft's primary differentiator is: named enterprise client roster (ey, harley-davidson, london stock exchange, qualcomm, jaguar) rare among mid-size firms on this list.. Softweb Solutions's primary differentiator is: backed by avnet, a global electronics distributor, giving unusual hardware/iot supply-chain proximity for ai-on-device projects.. They also differ in team size (201–500 vs 201–500), minimum engagement ($30K vs Not published), and primary industries served (Financial Services, Automotive vs Manufacturing, Retail).

Last reviewed: July 2026. Verify all details directly with each agency before making a decision.