Case Studies

Shipped to production. Measured outcomes.

Real results from real engagements — both AI Staffing and AI Project Delivery. Every case study includes the problem, what we did, and the quantified outcome.

How We Run Discovery for AI Initiatives

Before building an AI prototype, teams need to validate the problem, data, risks, and business case. Here is Eventum’s discovery playbook for AI initiatives.

Jun 12, 202612 min read

AI EnablementCustom LLM Apps

How financial analysts unlocked productivity with a custom AI Slackbot

Eventum built a Slack-native LLM assistant that helped financial analysts turn real-time market news into context-aware answers without leaving their daily workflow.

90%Faster insight retrieval

4Workflow capabilities integrated

May 26, 20265 min read

AI Enablement

How Stellar turned Claude Code into an engineering advantage

Workshop + enablement program that helped a senior engineering team use Claude Code consistently across migration, documentation, and production workflows.

12+Engineers enabled

5Practice areas covered

Apr 12, 20266 min read

AI TalentAI Systems

How a growing AI consultancy added 2 senior engineers for backend- and data-heavy delivery

A focused search for senior engineers strong across backend, data pipelines, DevOps, and client communication — closed two hires aligned with the consultancy's real delivery needs.

2Senior hires

100%Hire success rate

Mar 26, 20265 min read

AI TalentML Infrastructure

How a boutique AI consultancy hired 2 senior ML/data engineers on a tight timeline

Eventum helped a specialized AI consultancy quickly identify and hire two strong engineers with the right mix of Python, Kubernetes, deployment, and data engineering experience for a high-priority client engagement.

2Senior hires

3 weeksShortlist to close

Mar 08, 20265 min read

How Deepcell reduced its model training expenses by 50% in 2 months

DeepCell, a pioneering company in the field of micro-fluidic microscope based cell sorting, is pushing the boundaries of cell analysis and sorting through the power of AI.

50%+Lower model error

90%Less manual oversight

Aug 10, 20253 min read

Rapid Expert Review – Accelerating AI Innovation

A cybersecurity industry expert approached Eventum with an ambitious concept for an innovative AI-powered cybersecurity solution.

May 27, 20251 min read

Advancing Generative AI: Seamless ACE++ and UNO Implementation

Eventum helped improve a leading generative AI company's creativity platform, used by professional studios to create visual media.

6 daysPlaced in

2GenAI integrations

May 09, 20251 min read

How Sanas achieved 40% faster ML Dev cycle with MLOps and ETL

Sanas.ai specializes in accent translation and voice enhancement for call centers, aiming to improve communication and understanding between individuals.

40%Faster dev cycle

70%Lower infra cost

Oct 03, 20244 min read

How Plailabs launched a viral generative AI app in 4 months

Plai Labs is revolutionizing social platforms by combining AI and web3 technologies.

4 moLaunched in

4Engineers hired

Nov 17, 20233 min read

How Nouns DAO Revolutionized Information Sharing with Roko

The Nouns DAO, a thriving decentralized autonomous organization (DAO), operates within a dynamic ecosystem of chats, proposals, and meetings.

3Core features

3xFaster search

Aug 17, 20233 min read

Financial Analysis Reimagined: Context-Aware AI Agents for Real-Time Insights

Financial analysts face a constant challenge of quickly accessing and synthesizing financial news to make informed decisions.

Jun 09, 20232 min read