Pharma & Biotech

Dalriada Drug Discovery

We delivered a centralized multi-omics data warehouse, automated complex data processing pipelines, and developed an intuitive web portal for researchers and clients.

1x

Centralized data warehouse

95%

Reduction in data processing errors

86%

Automated data processing

Case Studies

A global CRO specializing in turnkey small molecule drug discovery.

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Biotech

Industry

Canada

Location

AI, Cloud, UX/UI, Data Engineering

Services

$50,000 – $199,999

Budget

They were highly skilled in both development and scientific application needs in discovery.

Diana Kraskouskaya

CEO, Dalriada Drug Discovery
Challenge

The company struggled with scattered processing scripts, siloed data, and inefficiencies in managing and analyzing massive volumes of multi-omics data across global teams.

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Outcomes We Deliver

Solution

We delivered a centralized multi-omics data warehouse, automated complex data processing pipelines, and developed an intuitive web portal for researchers and clients. The system harmonized diverse datasets, eliminated manual processing, and enabled real-time data interaction through dashboards and visualizations.

Tech Stack

To support high-throughput drug discovery and streamline multi-omics data processing across scientific teams, Blackthorn AI applied a production-grade tech stack including:

Node.js
Angular
Dataflow
Docker
Roadmap

Project duration

01 Month

Discovery Research Infrastructure Assessment

Requirements gathering, data infrastructure audit

02-03 Month

Architecture Design Data Engineering Integration

Centralized data warehouse design and integration

04 Month

ETL Automation Data Pipelines

Automated data processing pipeline development

05 Month

UX/UI Design Prototyping MVP Development

Research portal UX design and MVP deployment

06 Month

QA User Testing Optimization Delivery

Optimization, testing, client feedback, final delivery

Team Size

6 team members from Blackthorn.ai
1 x Data Engineer
1 x Backend Developer
1 x Frontend Developer
1 x UI/UX Designer
1 x Project Manager
1 x DevOps

Delivering Impact

Beyond the values already highlighted, there’s even more to discover. Our commitment to innovation, client success, and impactful results sets us apart

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1

Centralized data warehouse

Designed and implemented a unified data storage solution.

40%

Cost reduction in support ops

Self-service dashboard reduced support ticket volume significantly.

70%

Ffaster onboarding

Admin portal and dashboards reduced staff training time to 1–2 days.

38%

Faster

Time from data entry to report generation was cut by over a third.

86%

Automated data processing

Enabled by fully orchestrated pipelines and centralized workflows.

95%

Reduction in data processing errors

Achieved through automation and standardized script execution.

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