Clearlead AI Consulting
Dublin, Ireland
About
Clearlead AI Consulting is a Dublin boutique consultancy building machine learning, natural-language and generative AI systems, led by a founder with a machine-learning doctorate.
Who They Work With
Teams that want the senior consultant doing the build, with the architecture and its limits written down before delivery.
Based on 2 client engagements with a source URL · researched 16 Sept 2026
Our Take
Two engagements for the same Canadian-headquartered metals retailer carry the weight here: a unified price-prediction model on an AWS SageMaker pipeline retraining weekly across 30,000+ products in 130+ US, Canadian and UK locations, which cut median prediction error from 10% to 6% and raised coverage from 38% of the product range to roughly 90% of sales volume, and an agent-based enrichment system now holding structured profiles on 200,000+ B2B accounts.
The write-ups read as engineering documents rather than summaries—the elderly-care health engine is described down to LangGraph orchestration, a safety-validation gate the pipeline cannot bypass, and evidence-constrained generation that suppresses an observation when retrieval returns nothing strong enough.
Read the rest of the index for what it says it is: the tender-evaluation and veterinary studies are feasibility and validation work, and the health engine is described as production-ready, with a medication extension waiting on the client's electronic-health-record integration.
The weaker fit is buyers who need a bench—the site names one consultant and states that the person you speak to is the person doing the work, so parallel workstreams would have to be staffed elsewhere.
Key strengths
- Operational detail is published: version-controlled model artifacts and three AWS Managed Grafana dashboards covering prediction performance, data quality and pipeline health, with alerting
- Both flagship systems are built to refuse: price predictions are suppressed for product categories that miss the accuracy threshold, and health observations are dropped when evidence is thin
- Regulatory ground is covered in public—an EU AI Act guide for Ireland, a governance service line, and UK data processed in the EU AWS region on the retail pipeline
Good to know
- No published case study names its client, and the nine client logos on the about page match none of them—ask which are Clearlead engagements and which predate the 2024 company
- The site publishes no rate—the €85–130/h shown here is not the agency's own figure, so settle scope pricing on the free intro call
- Two of the strongest studies are the same retail client—ask for a reference in your own sector, and confirm who supports the system after handover
Reviewed by Gabor Kiss
Founder & Curator, AIAgencies.eu · 16 Sept 2026
Based on the agency's publicly available portfolio. Own this agency? Claim your profile to provide additional context or request a review update.
Notable Clients
Every engagement documented in a published case study
Documented engagements: Elli Cares and Eagle Exports. All 2 carry a source URL on file.
Industries
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