Melbourne-based • Australia & US

Less AI for show. More AI for decisions.

Genprism Tech Pty Ltd helps organisations turn complex data into usable intelligence — from data quality and entity resolution to AI-assisted access, analytics and decision-support workflows.

10+Years of experience
2Core industry focus areas
400k+Company records in a documented use case
Abstract decision intelligence dashboard showing data quality, AI access and decision support
News Media
Produce

Capabilities

AI and data solutions built around the problem.

Genprism starts with the business question, then connects the right data, AI methods and delivery approach.

AI

AI Consulting & Solution Design

Identify valuable use cases, define delivery scope and connect AI to real workflows.

DQ

Data Quality & Entity Resolution

Improve fragmented business data through matching, standardisation, segmentation and record-level intelligence.

NL

Natural-Language Data Access

Help teams ask business questions in plain English and translate them into useful data queries and answers.

AN

Analytics & Decision Support

Turn complex datasets into signals, analysis and decision-support experiences teams can actually use.

Platforms & technologiesGoogle Vertex AIDatabricksAWS

Industry focus

Focused where data complexity creates real business friction.

Current work is concentrated around news media and produce-related data problems, with AI and data capabilities that can transfer across sectors.

Abstract news media data visualNews Media

Make content, audience and business data easier to use.

Support data-driven workflows, intelligence and plain-English access to complex information.

Produce & Supply Chains

Improve the quality and usability of operational data.

Focus on data quality, entity resolution, segmentation and intelligence across business records.

Broader AI & Data Work

Transfer proven data and AI patterns to new business problems.

Use the same disciplined approach to discovery, data readiness and solution design without overstating sector-specific credentials.

Real-world applications

Examples of the problems Genprism Tech can solve.

Client work is presented anonymously and at a level that focuses on the business problem and solution pattern rather than confidential identities.

Abstract entity resolution data visualData quality • Entity resolution

Entity resolution across ~400,000 company records

Large business datasets can contain duplicates, inconsistent names and fragmented identifiers. Genprism's approach combines data quality, matching and segmentation techniques to create a more reliable company-level view.

Challenge: fragmented recordsApproach: matching + segmentation
Abstract natural-language analytics visualAI • Natural-language analytics

NLP-to-SQL assistant for credit and vendor data

A natural-language interface can help users explore complex credit and vendor datasets without requiring every business question to be translated manually into database queries.

Challenge: difficult data accessApproach: NLP + structured queries

Examples are anonymised. Specific client names, proprietary data and commercially sensitive outcomes are not published.

Founder-led consultancy

Experience grounded in data science and delivery.

Genprism Tech is led by a founder with 10+ years of experience and a master's degree in data science, bringing a business-first approach to AI, analytics and data projects.

Why Genprism Tech

Clear problems. Clear data. Clear delivery.

01

Business-first thinking

Technology choices follow the decision or workflow that needs to improve.

02

Specific over generic

Named data problems, measurable scope and appropriate platforms replace AI buzzwords.

03

Flexible engagement

Start with discovery or a proof of concept, then scale when the value is clear.

Approach & engagement

Start focused. Scale when the value is proven.

Every engagement is scoped around the data, integration needs and business outcome.

01

Discover

Understand the business question, data and decision gap.

02

Define

Select the use case, scope and success measures.

03

Build

Develop the model, workflow, interface or integration.

04

Integrate

Fit the solution into the existing operating environment.

05

Improve

Measure adoption and refine the solution over time.

Talk to us

Have a business problem that AI or better data could help solve?

Tell us what you are trying to improve, what data you have and where the current workflow gets stuck. We can start with a focused conversation.

Genprism Tech Pty LtdMelbourne, Australia • Working with clients in Australia and the USinfo@genprismtech.com

Prefer email? Write directly to info@genprismtech.com.