endorsedCompleted

Snowflake Data Lake, ETL Pipelines & GenAI Agents

Services Covered:

AI and Machine Learning • Cloud Consulting and Services • Custom Software Development

Industry

Software Development

Duration

5 months

Budget

10K - 49K

Start Date

1 February 2024

Team Size

1-5 Employees

Engagement Model

Nearshore

Project Capability Score (PCS)

80/100

Strong

Project Capability Score (PCS) estimates how capable DATAFOREST is of successfully delivering a project like this, based on its past experience, track record, and ability to handle similar work. Learn more about PCS

Client

Perfsol

Estonia

Project Summary

DATAFOREST built a Snowflake data lake architecture, developed multiple ETL pipelines, and created a chain of GenAI agents to automate workflows for a software development client. The team delivered each phase on time and within budget and maintained effective communication through in-person and virtual meetings. Their consulting-plus-engineering delivery approach and allocation of internal experts impressed the client.

Key Challenges

Require expertise in data architecture to build a complex data lake
Build effective data pipelines for the client's clients
Develop multiple AI agents to automate workflows with Gen AI

Project Deliverables

Prepared data lake architecture for Snowflake
Automated ETL pipelines
Chain of AI agents to automate workflows with Gen AI

Project Solution

DATAFOREST provided data engineering and AI expertise. The vendor prepared the data architecture for a Snowflake data lake, developed several ETL pipelines, and created a chain of AI agents to automate workflows using Gen AI. The engagement was staffed by a small team (2-5 members) and emphasized consulting-led allocation of data and solution architects.

Project Outcome

Deliverables were completed on time and within budget
Prepared data lake architecture
Automated ETL pipelines
Delivered a set of AI agents that met initial requirements

Platforms

Cloud

Tech Stack

Snowflake

Client Endorsement

Overall Review Rating

Timeliness

Cost Rating

Willing to Refer

Quality of Deliverables

“DATAFOREST delivered each project phase on time and within budget. The team communicated effectively via in-person and virtual meetings, email, and messaging apps. Their unique delivery approach based on consulting and engineering impressed the client, resulting in a positive engagement.”
Anonymous
Executive
Date: 08/13/2024