Clarifyd
AI & Data Science • Training + Contract Delivery

Make data behave. Ship AI that holds up.

Clarifyd helps teams and founders build capability through training, and delivers data science work on contract. Practical, scoped, and handed over cleanly.

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UK company • Clarifyd Ltd
Company No. 16835903
London • Remote-friendly

Services

Two offers. Same philosophy: clarity, measurable outcomes, and clean handover.

Workshops • Mentoring • Contract delivery

AI & Data Science Training

Traditional DS → production ML → modern LLM workflows.
Capability
  • Core data science: EDA, feature engineering, modelling, and evaluation that holds up
  • MLOps: packaging, CI/CD, reproducibility, monitoring, and sensible deployment patterns
  • LLMs: RAG, prompt/agent patterns, evaluation, and guardrails (practical, not hype)
  • Team enablement: best practices, templates, and coaching to raise the baseline
Typical formats: 90–180 minute sessions, or 1–2 day intensives.

Data Science Delivery & Contracts

From discovery to production—built for stakeholders, not just notebooks.
Delivery
  • Insight → decision: analytics, metrics layers, dashboards, and experimentation
  • Models that ship: forecasting, classification, ranking, optimisation—benchmarked properly
  • LLM prototypes: RAG systems with evaluation and safe-by-default guardrails
  • Clean handover: repo structure, docs, runbooks, and lightweight monitoring
Outputs: repo + report + handover session + a clear roadmap for what’s next.

Process

A simple structure that keeps projects moving and avoids surprise scope.

Discovery → Proposal → Delivery
1

Discovery

Map goals, constraints, data access, and success metrics.
2

Scope & contract

Milestones, deliverables, assumptions, and timelines in plain English.
3

Build, measure, hand over

Working outputs + documentation + handover so you can maintain and extend.

Showpiece work

Swap these with real examples when you’re ready — even anonymised, they build trust fast.

Forecasting • Insights • LLM prototypes

Forecasting that explains itself

Transparent evaluation, error analysis, and confidence intervals — not just a single number.
Time series Backtesting Monitoring

Analytics foundations

A clean metrics layer + dashboards that align teams and reduce decision noise.
KPIs Experimentation Dashboards

LLM prototype with evaluation

Retrieval + guardrails + measurable quality. Build something you can trust.
RAG Safety Metrics

Contact

Send a short brief — we’ll reply with suggested next steps and a proposed approach.

hello@clarifyd.co.uk

Email

hello@clarifyd.co.uk

Suggested brief format:
Goal • Timeline • Data available • Training or Delivery • Success metrics

(On the live site, you can add a static form via Formspree.)

Company

Clarifyd Ltd (Company No. 16835903)
Registered office: 128 City Road, London, EC1V 2NX, United Kingdom

Public registration details available via Companies House.