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Esheria

Africa-first legal AI infrastructure for real-world justice outcomes.

Esheria builds high-trust, production-grade legal AI for law firms, justice institutions, and public-interest ecosystems across Africa. Our focus is simple: reduce legal turnaround time, improve decision quality, and expand access to justice without compromising privacy, data residency, or professional standards.


What we do

We ship legal AI systems that survive the real world:

  • Research copilots with verifiable, citation-aware outputs
  • Drafting workflows that mirror courtroom structure and firm playbooks
  • Knowledge-layer tooling that turns messy case law into searchable, auditable doctrine
  • Secure deployment patterns for sensitive environments

Where we’re focused

  • ** The African Continent**
  • Case law and statute intelligence
  • Justice service delivery modernization
  • Responsible AI for public-interest legal use cases

Our operating principles

1) Trust is the product.
We prioritize verifiability, auditability, and clear limits over flashy output.

2) Local-first beats generic.
We build for African legal systems with jurisdiction-specific logic and datasets.

3) Secure by design.
We support deployments across cloud, private VPC, and on-prem environments where required.

4) Outcomes matter.
We optimize for measurable improvements in legal service delivery, not hype metrics.


Responsible AI

We actively mitigate hallucinations, bias risk, and over-reliance through:

  • Citation-centric UX
  • Retrieval grounding
  • Structured templates
  • Human-in-the-loop review paths
  • Clear disclaimers for non-lawyer-facing use cases

Collaborations

We work with:

  • Law firms
  • Courts and justice institutions
  • Law schools and research centers
  • Civil society and access-to-justice organizations

If you’re exploring secure AI deployment, doctrinal knowledge graphs, or localized legal datasets, we’re already speaking your language.


Get involved

  • Explore our models, datasets, and Spaces on this page
  • Open discussions for partnerships, pilots, and research collaborations
  • Reach out for enterprise deployments or institutional rollouts

Contact

Esheria
Building legal AI that delivers confidence, not confusion.

For partnerships, deployments, or research:
[email protected]. https://esheria.co.ke

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