LatentView Analytics vs Softweb Solutions: full comparison for 2026
Last updated: July 2026
Quick verdict
LatentView Analytics (3.9/5) edges ahead of Softweb Solutions (3.9/5) overall. LatentView Analytics is the better choice for companies wanting analytics and BI delivery with ML capability layered in, rather than a pure-play ML specialist.. 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.
LatentView Analytics vs Softweb Solutions: head-to-head summary
| Criterion | LatentView Analytics | Softweb Solutions |
|---|---|---|
| Founded | 2006 | 2006 |
| HQ | Chennai, India | Plano, Texas, USA |
| Team size | 1,001–5,000 | 201–500 |
| Rating | 3.9 / 5 | 3.9 / 5 |
| Best for | Companies wanting analytics and BI delivery with ML capability layered in, rather than a pure-play ML specialist. | 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 managed analytics services | Fixed project and managed services |
| Min. engagement | Not published | Not published |
| Primary tech stack | Python, Tableau, AWS | Python, TensorFlow, Azure IoT |
| Industries served | Retail, Financial Services, Technology/SaaS, CPG | Manufacturing, Retail, Logistics |
LatentView Analytics vs Softweb Solutions: overview
LatentView Analytics
LatentView Analytics is a business analytics and digital transformation consultancy founded in 2006 by Venkat Viswanathan and Pramod Jandhyala, headquartered in Chennai, India. The company completed an IPO on the NSE and BSE in December 2021, reporting record oversubscription, and now employs roughly 1,170 people. Its work spans broader business analytics and BI in addition to custom ML model development.
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: LatentView Analytics vs Softweb Solutions
| Capability | LatentView Analytics | 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: LatentView Analytics vs Softweb Solutions
| Framework / platform | LatentView Analytics | Softweb Solutions |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | N/A | ✓ |
| PyTorch | N/A | N/A |
| AWS | ✓ | ✓ |
| Azure | N/A | ✓ |
| Google Cloud | N/A | N/A |
| Kubernetes | N/A | N/A |
| Databricks | N/A | N/A |
| LangChain | N/A | N/A |
Pricing comparison: LatentView Analytics vs Softweb Solutions
| Criterion | LatentView Analytics | Softweb Solutions |
|---|---|---|
| Minimum engagement | Not published | Not published |
| Engagement models | Fixed project, Managed services | Fixed project, Managed services |
| Rate transparency | Not public | Not public |
| Price tier | Enterprise / not published | Enterprise / not published |
Target audience comparison: LatentView Analytics vs Softweb Solutions
| Dimension | LatentView Analytics | Softweb Solutions |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail, Financial Services, Technology/SaaS | Manufacturing, Retail, Logistics |
| Best use cases | Companies wanting a combined BI dashboard and predictive-model deliverable, Retail or CPG analytics programs where ML is one part of a broader reporting stack | 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 |
LatentView Analytics vs Softweb Solutions: pros and cons
| LatentView Analytics | |
|---|---|
| + | Public listing since December 2021 provides financial transparency uncommon among private competitors |
| + | 19 years of continuous operation with founders still central to the business |
| + | 1,170+ employees supports mid-to-large scale engagements |
| + | Broad BI and analytics capability useful for buyers who need reporting alongside ML |
| - | Core positioning is business analytics/BI first, with custom ML development as one offering rather than the central focus |
| - | Less specialist ML certification or AI-first branding than firms like Quantiphi or Neurons Lab |
| - | Minimum engagement size not publicly disclosed |
| 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 LatentView Analytics?
LatentView Analytics is the right choice for companies wanting analytics and BI delivery with ML capability layered in, rather than a pure-play ML specialist..
Publicly listed (NSE/BSE since 2021) analytics firm with two decades of operating history.. Minimum engagement starts at Not published. Works best with clients in Retail, Financial Services, Technology/SaaS, CPG.
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: LatentView Analytics vs Softweb Solutions
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | LatentView Analytics |
| You need a large dedicated team for an ongoing programme | Check each company's engagement model |
| Your budget is at the lower end | Compare: LatentView Analytics (Not published) vs Softweb Solutions (Not published) |
| You need specialist depth in a specific vertical | LatentView Analytics |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Both may offer discovery engagements |
Use case fit: LatentView Analytics vs Softweb Solutions
| Use case | LatentView Analytics fit | Softweb Solutions fit | Winner |
|---|---|---|---|
| Companies wanting a combined BI dashboard and predictive-model deliverable | Strong | Strong | Both equally |
| Retail or CPG analytics programs where ML is one part of a broader reporting stack | Strong | Strong | Both equally |
| 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 | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: LatentView Analytics vs Softweb Solutions
LatentView Analytics (3.9/5) is the stronger overall choice for most Machine Learning Development projects. Publicly listed (NSE/BSE since 2021) analytics firm with two decades of operating history.. It is best for companies wanting analytics and BI delivery with ML capability layered in, rather than a pure-play ML specialist..
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
LatentView Analytics vs Softweb Solutions FAQ
Is LatentView Analytics better than Softweb Solutions?
LatentView Analytics (3.9/5) scores higher overall, but "better" depends on your use case. LatentView Analytics is better for companies wanting analytics and BI delivery with ML capability layered in, rather than a pure-play ML specialist.. 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 LatentView Analytics and Softweb Solutions differ in pricing?
LatentView Analytics uses fixed project and managed analytics services pricing with a minimum engagement of Not published. 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: LatentView Analytics or Softweb Solutions?
LatentView Analytics 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 LatentView Analytics and Softweb Solutions?
LatentView Analytics's primary differentiator is: publicly listed (nse/bse since 2021) analytics firm with two decades of operating history.. 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 (1,001–5,000 vs 201–500), minimum engagement (Not published vs Not published), and primary industries served (Retail, Financial Services vs Manufacturing, Retail).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.