Implementation Support

What We Offer

We handle the in-between work that most teams don’t have time or budget for — but absolutely need to get right.

Governance Implementation

• Stewardship and ownership assignments

• Policy translation into logic (e.g., GovernanceEngine prototype)

• Access controls, metadata, lifecycle setup
  
  

Workflow & Automation

• ETLs and integration pipelines

• Low-code / no-code automation oversight (KNIME, etc.)

• Slack/email/CRM connectors & monitoring tools
  
  

Reporting & Maintenance

• Custom reports with clear KPIs

• Ad hoc dashboard fixes

• Ownership of ongoing reporting updates
  
  

Applied AI & ML (Lightweight)

• Customer segmentation, churn prediction, anomaly detection

• Use of existing models or light fine-tuning (e.g., open-source or API-based tools)

• Guidance on AI tool selection for your actual use case — not hype

Think of Us As...

...your outsourced-but-integrated data function.

We won’t build the next LLM from scratch — but we will help you:

• Clean up your workflows

• Put governance where it matters

• Make smart automation choices

• Use AI without getting burned

• Know what not to build

Who This Is For

• SMEs scaling up but not ready for a data team
  

• Business teams tired of waiting for IT
  

• Strategy leads who need answers, not dashboards
  

• NGOs and public impact orgs trying to do more with less

Why Clarity Layer?

We don’t oversell. We don’t build empires.
We create lean, working systems you can grow into — or maintain with minimal fuss.

We’re governance-first, automation-friendly, and grounded in real-world context, not buzzwords.