RESEARCH DATA SCIENCE · EVALUATION · AI

From complex data to defensible evidence.

SmartDaaS helps organisations turn complex data into reliable evidence for research, evaluation and decision-making.

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When data moves,
evidence has to hold.

Research questions rarely arrive in clean datasets. SmartDaaS brings data science, statistical analysis and evaluation together to make complex evidence usable and defensible.

What we do

Research data science

Complex data
Statistical analysis
Reproducible workflows

Evaluation & evidence

Study methods
Programme evaluation
Analytical review

AI & predictive models

Model evaluation
Validation
Performance analysis

A DISTINCTIVE SPECIALISATION

Independent evaluation of predictive models and AI systems.

We don't sell prediction models. We evaluate them.

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What we solve

A model works here but not there

Performance drops in a new site, population or period — and nobody can say why.

The data is a mess before it's a dataset

Fragmented exports, inconsistent fields, undocumented exclusions, no reproducible cohort.

Nobody can tell if the AI should go live

Retrospective numbers look fine, but the deployment decision has no evidence behind it.

The analysis can't be re-run

Results exist, the code doesn't, and no third party can verify anything.

The evaluation has to survive review

Methods, reporting and design that hold up to reviewers, funders and oversight.

The team is short one specialist

A project needs statistical or model-evaluation depth for weeks, not a permanent hire.

Health & biomedical researchPublic healthSocial policy EducationEnvironmentProgramme evaluation Government analyticsFederal research support

Who you work with

SmartDaaS is led by its principal, who works directly on every engagement.

Fourteen years of research, around 45 peer-reviewed publications and 970 citations across quantitative work in complex biological and environmental data — now applied to clinical prediction, model evaluation and research analytics.

Lakshmi Kalyani Chinthala Founder & Chief Executive Officer lkchinthala@smartdaas.org