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AI Development Custom Software Development IT Strategy Consulting
Amazon Application Development Framework
+35
Less than $10,000
Feb. 2025 - Ongoing

5.0

Quality: 5.0

Schedule: 5.0

Cost: 4.5

Willing to Refer: 5.0

“We’re happy with Dexalo’s thoroughness and diligence.”

Apr 29, 2025

CTO, Transit Solutions Startup

Anonymous

Other industries
Quebec, Canada
11-50 Employees
Phone Interview
Verified

Dexalo provides development and IT consulting services for a startup that offers AI-based on-demand transit solutions. They work on machine learning pipelines, code, and infrastructure, and build prototypes.

The client is happy with the engagement and impressed with Dexalo’s thoroughness and strategic approach. The team goes beyond the scope of work and provides in-depth analysis and documentation. They’re adaptable and ask the right questions to help the client focus on the experimentation process.

A Clutch analyst personally interviewed this client over the phone. Below is an edited transcript.

BACKGROUND

Introduce your business and what you do there.

I’m the CTO of a startup that provides AI-based on-demand transit solutions.

OPPORTUNITY / CHALLENGE

What challenge were you trying to address with Dexalo?

We needed their expertise for a research project. We were specifically looking for experts who could help us set up machine learning pipelines and infrastructure and advise us on the overall technical design of our next-generation solutions.

SOLUTION

What was the scope of their involvement?

Dexalo works with our research and development group as an integrated extension of our team. They provide expert advice and work on implementations and prototypes. The engagement is scoped for five months, and they’re contributing to our code base while building the infrastructure. They’re also maturing our frameworks to integrate a new way of doing AI.

What is the team composition?

We work with 1–5 teammates from Dexalo.

How did you come to work with Dexalo?

I learn about Dexalo through their founder, who was in my professional network.

How much have you invested with them?

We’ve spent around $5,000 on their services.

What is the status of this engagement?

The engagement started in February 2025, and it’s ongoing.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

We’re happy with Dexalo’s thoroughness and diligence. They go beyond the scope of work and provide thorough analysis and documentation. This makes it easier for us to make decisions. They always look out for what we must do and how we can think about the future. Having that constant strategic perspective is helpful because we’re a startup trying to optimize our operations. The Dexalo team helps us think through what our business will look like when we scale.

How did Dexalo perform from a project management standpoint?

We work extremely agile, and we can’t predict what will happen with the project. We define general direction and goals weekly or biweekly and have weekly check-ins on the progress. We set ambitious goals for the week for what we want to deliver as a team, and everyone pitches in for that.

What did you find most impressive about them?

The Dexalo team has been able to adapt and help us focus on the experimentation process. They ask the right questions along the way.

Are there any areas they could improve?

We’re in a short-term project, but if it feels like a longer-term engagement, I’d like to include consulting groups in some of our team kickoffs and in-person meetings. I also like to include consulting groups in our general culture and how we think about problem-solving through more social and in-person touchpoints.

Do you have any advice for potential customers?

Have regular check-ins with the project leader. Don’t try to get short-term outcomes. Spend time listening and asking questions to leverage the full breadth of their skills and expertise.

RATINGS

5.0

Showing 1-1 of 1 Reviews

AI/ML Pipeline

Quickly build, automate, and deploy robust AI and machine learning pipelines tailored for startups and mid-sized companies, supporting use-cases including LLM integrations or traditional classification/regression models.

Small

Early-stage startups new to AI/ML.

$10,000 /total

Data ingestion & preprocessing: Basic ingestion and cleaning
Supports Classification / Regression or basic LLM integration: Select either basic classification or regression model or simple LLM integration
Advanced LLM integration: Not included
Large-scale data ingestion (batch & streaming): Not included
CI/CD automation for ML pipelines (MLOps): Not included
3 week delivery

Medium

Startups scaling AI/ML capabilities.

$25,000 /total

Data ingestion & preprocessing: Automated ingestion and preprocessing
Supports Classification / Regression or basic LLM integration: Advanced classification or regression model or customized LLM integration
Advanced LLM integration: Advanced prompts and embedding techniques
Large-scale data ingestion (batch & streaming): Not included
CI/CD automation for ML pipelines (MLOps): Included
6 week delivery

Large

Funded startups or mid-size AI deployments.

$50,000 /total

Data ingestion & preprocessing: Scalable batch and streaming ingestion
Supports Classification / Regression or basic LLM integration: Complex scalable classification or regression or fully customized LLM integration
Advanced LLM integration: Complex prompts and embedding techniques
Large-scale data ingestion (batch & streaming): Included
CI/CD automation for ML pipelines (MLOps): Included
12 week delivery

Features	Small $10,000 /total	Medium $25,000 /total	Large $50,000 /total
Data ingestion & preprocessing	Basic ingestion and cleaning	Automated ingestion and preprocessing	Scalable batch and streaming ingestion
Supports Classification / Regression or basic LLM integration	Select either basic classification or regression model or simple LLM integration	Advanced classification or regression model or customized LLM integration	Complex scalable classification or regression or fully customized LLM integration
Advanced LLM integration	Not included	Advanced prompts and embedding techniques	Complex prompts and embedding techniques
Large-scale data ingestion (batch & streaming)	Not included	Not included	Included
CI/CD automation for ML pipelines (MLOps)	Not included	Included	Included
Monitoring & logging capabilities	Not included	Basic monitoring and logging setup	Advanced monitoring with alerting and logging setup
Documentation	Essential pipeline documentation	Detailed documentation and pipeline diagrams	Detailed documentation pipeline diagrams
Developer & stakeholder training	1 session	2 session	3 sessions

Small $10,000 /total
Data ingestion & preprocessing	Basic ingestion and cleaning
Supports Classification / Regression or basic LLM integration	Select either basic classification or regression model or simple LLM integration
Advanced LLM integration	Not included
Large-scale data ingestion (batch & streaming)	Not included
CI/CD automation for ML pipelines (MLOps)	Not included
Monitoring & logging capabilities	Not included
Documentation	Essential pipeline documentation
Developer & stakeholder training	1 session

Medium $25,000 /total
Data ingestion & preprocessing	Automated ingestion and preprocessing
Supports Classification / Regression or basic LLM integration	Advanced classification or regression model or customized LLM integration
Advanced LLM integration	Advanced prompts and embedding techniques
Large-scale data ingestion (batch & streaming)	Not included
CI/CD automation for ML pipelines (MLOps)	Included
Monitoring & logging capabilities	Basic monitoring and logging setup
Documentation	Detailed documentation and pipeline diagrams
Developer & stakeholder training	2 session

Large $50,000 /total
Data ingestion & preprocessing	Scalable batch and streaming ingestion
Supports Classification / Regression or basic LLM integration	Complex scalable classification or regression or fully customized LLM integration
Advanced LLM integration	Complex prompts and embedding techniques
Large-scale data ingestion (batch & streaming)	Included
CI/CD automation for ML pipelines (MLOps)	Included
Monitoring & logging capabilities	Advanced monitoring with alerting and logging setup
Documentation	Detailed documentation pipeline diagrams
Developer & stakeholder training	3 sessions

Generative AI MVP (RAG & Agentic Workflows)

Quickly build and deploy minimum viable products (MVPs) leveraging Generative AI, including Retrieval-Augmented Generation (RAG) and Agentic AI workflows, tailored specifically for startups and mid-sized companies.

Small

Early startups testing basic GenAI

$10,000 /total

MVP scope & complexity: Simple prototype with basic AI generation
Basic Generative AI capability: Basic text generation
Retrieval-Augmented Generation (RAG): Basic RAG using small datasets
Agentic AI workflows (AI agents): Basic single task agentic workflows
Integration with client data sources: Limited data integration CSV or JSON
3 week delivery

Medium

Startups Proving RAG & Agentic Workflow Success

$25,000 /total

MVP scope & complexity: Functional MVP with advanced GenAI
Basic Generative AI capability: Advanced text generation
Retrieval-Augmented Generation (RAG): Advanced RAG with structured knowledge base
Agentic AI workflows (AI agents): Multistep autonomous agent workflows
Integration with client data sources: Database integration
6 week delivery

Large

Funded teams deploying scalable GenAI solutions

$50,000 /total

MVP scope & complexity: Complex scalable GenAI application
Basic Generative AI capability: Multimodal generation
Retrieval-Augmented Generation (RAG): Enterprisegrade RAG with extensive data sources
Agentic AI workflows (AI agents): Complex fully autonomous multiagent systems
Integration with client data sources: Databases and API integrations
12 week delivery

Features	Small $10,000 /total	Medium $25,000 /total	Large $50,000 /total
MVP scope & complexity	Simple prototype with basic AI generation	Functional MVP with advanced GenAI	Complex scalable GenAI application
Basic Generative AI capability	Basic text generation	Advanced text generation	Multimodal generation
Retrieval-Augmented Generation (RAG)	Basic RAG using small datasets	Advanced RAG with structured knowledge base	Enterprisegrade RAG with extensive data sources
Agentic AI workflows (AI agents)	Basic single task agentic workflows	Multistep autonomous agent workflows	Complex fully autonomous multiagent systems
Integration with client data sources	Limited data integration CSV or JSON	Database integration	Databases and API integrations
Custom AI prompt engineering	Basic prompts tailored to MVP	Advanced prompt optimization	Fully customized prompt engineering optimization
Model fine-tuning and optimization	Not included	Not included	Included
Deployment infrastructure	Basic cloud deployment	Robust cloud deployment	Enterprise grade scalable infrastructure
Basic frontend integration (UI)	Simple demo UI	Functional UI integrated with backend	Comprehensive user friendly UI integration
Monitoring and analytics	Basic logging	Basic analytics and performance monitoring	Advanced analytics dashboards monitoring
Documentation	Essential user documentation	Essential user documentation	Detailed user guides
Training & knowledge transfer	1 session	2 sessions	3 session

Small $10,000 /total
MVP scope & complexity	Simple prototype with basic AI generation
Basic Generative AI capability	Basic text generation
Retrieval-Augmented Generation (RAG)	Basic RAG using small datasets
Agentic AI workflows (AI agents)	Basic single task agentic workflows
Integration with client data sources	Limited data integration CSV or JSON
Custom AI prompt engineering	Basic prompts tailored to MVP
Model fine-tuning and optimization	Not included
Deployment infrastructure	Basic cloud deployment
Basic frontend integration (UI)	Simple demo UI
Monitoring and analytics	Basic logging
Documentation	Essential user documentation
Training & knowledge transfer	1 session

Medium $25,000 /total
MVP scope & complexity	Functional MVP with advanced GenAI
Basic Generative AI capability	Advanced text generation
Retrieval-Augmented Generation (RAG)	Advanced RAG with structured knowledge base
Agentic AI workflows (AI agents)	Multistep autonomous agent workflows
Integration with client data sources	Database integration
Custom AI prompt engineering	Advanced prompt optimization
Model fine-tuning and optimization	Not included
Deployment infrastructure	Robust cloud deployment
Basic frontend integration (UI)	Functional UI integrated with backend
Monitoring and analytics	Basic analytics and performance monitoring
Documentation	Essential user documentation
Training & knowledge transfer	2 sessions

Large $50,000 /total
MVP scope & complexity	Complex scalable GenAI application
Basic Generative AI capability	Multimodal generation
Retrieval-Augmented Generation (RAG)	Enterprisegrade RAG with extensive data sources
Agentic AI workflows (AI agents)	Complex fully autonomous multiagent systems
Integration with client data sources	Databases and API integrations
Custom AI prompt engineering	Fully customized prompt engineering optimization
Model fine-tuning and optimization	Included
Deployment infrastructure	Enterprise grade scalable infrastructure
Basic frontend integration (UI)	Comprehensive user friendly UI integration
Monitoring and analytics	Advanced analytics dashboards monitoring
Documentation	Detailed user guides
Training & knowledge transfer	3 session

Locations (1)

Millcroft PL Waterloo, Canada N2T 2P4

Contact Dexalo

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Dexalo

Custom-built AI, ML, and Generative AI Solutions

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Dexalo Reviews

Dev & IT Consulting Services for Transit Solutions Startup

BACKGROUND

OPPORTUNITY / CHALLENGE

SOLUTION

RESULTS & FEEDBACK

RATINGS

AI/ML Pipeline

Small

Medium

Large

Generative AI MVP (RAG & Agentic Workflows)

Small

Medium

Large

Locations (1)

Dexalo

Custom-built AI, ML, and Generative AI Solutions

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Dexalo Reviews

Dev & IT Consulting Services for Transit Solutions Startup

BACKGROUND

OPPORTUNITY / CHALLENGE

SOLUTION

RESULTS & FEEDBACK

RATINGS

Packages

Packages we offer:

AI/ML Pipeline

Small

Medium

Large

Generative AI MVP (RAG & Agentic Workflows)

Small

Medium

Large

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