Company

Built in Africa to make legal knowledge computable, verifiable, and useful.

Esheria turns the law as it exists in the real world: statutes, cases, regulations, gazette notices, filings, guidance, institutional memory, and professional judgement, into source-backed data, serious workflows, and AI systems for the people who carry legal responsibility. The law is not just text. It is memory, authority, risk, protection, trust, and economic possibility.

FocusLegal infrastructure
Live primary jurisdictions7
PostureSource-backed
Customer dataNever used for training

Why we exist

The law shapes almost everything. The knowledge layer has not kept up.

It shapes whether a company can launch, whether a worker is protected, whether a regulator can act, whether capital can move, whether rights can be defended, and whether trust can hold.

Across many markets, that knowledge is still scattered across statutes, cases, regulations, gazette notices, circulars, filings, guidance, institutional memory, and documents never designed for modern software. The result is friction everywhere: lawyers under pressure, companies moving with uncertainty, institutions struggling to preserve knowledge, and communities kept too far from legal clarity.

Esheria exists at the intersection of legal depth, access, and technical infrastructure, building for a future where African legal knowledge is structured, verifiable, and useful to the people and systems that need it.

What we are building

Three connected layers, one legal knowledge system.

01

LexChat.

A legal research surface for plain language questions with answers tied to statutes, cases, regulations, and other published legal sources.

02

LegalOS.

The operating layer for matters, contracts, compliance, research, approvals, reporting, institutional knowledge, and governed AI workflows.

03

Esheria API.

Structured legal data, obligations, filing calendars, graph queries, and claim verification tools for products, institutions, and agents.

Built market by market

African legal systems deserve deep infrastructure, not generic adaptation.

We are not importing legal AI and changing the map labels. We build carefully, jurisdiction by jurisdiction and source by source, because every market has its own institutions, regulators, legal history, practice norms, source formats, and ways of reasoning with authority.

Our live primary jurisdictions include Kenya, Uganda, South Africa, Rwanda, Tanzania, Nigeria, and Ghana, with separate persuasive common-law references where they help legal analysis. Starting from the ground truth of each market is slower, harder, and more serious. It is also the only way to build legal AI that can be trusted where the work actually happens.

How we build trust

Legal AI must meet a higher standard than generic search or chat.

01

Source-backed outputs.

Answers should connect to primary and authoritative sources wherever possible, with provenance preserved.

02

Jurisdiction-aware data.

Legal materials are tracked by structure, authority, version, jurisdiction, and context.

03

Clear boundaries.

Supported conclusions, uncertainty, and unsupported outputs are treated differently by design.

04

Professional supervision.

Lawyers and legal teams remain responsible for judgement, review, approval, and client-facing use.

05

Customer data protection.

Customer prompts, uploads, matter context, and workspace data are not used to train models.

06

Legal evaluation.

We evaluate outputs against legal standards, not only general AI benchmarks.

The team

Engineers, lawyers, scholars, researchers, and operators, working on one difficult problem.

Our team sits between two demanding crafts. One side is technical: machine learning, retrieval, infrastructure, evaluation, legal data pipelines, product engineering, and compute. The other is legal: authority, interpretation, responsibility, commercial judgement, regulatory context, and research discipline.

That combination matters. Reliable legal AI cannot be built by prompts alone. It needs people who understand how systems fail, how lawyers think, how sources move, how risk is carried, and why judgement can never be casually automated.

By the numbers

Where the work stands today.

7

Live primary jurisdictions

Kenya, Uganda, South Africa, Rwanda, Tanzania, Nigeria, and Ghana.

3

Persuasive references

England & Wales, New Zealand, and Australia as common-law reference jurisdictions.

1

Legal knowledge layer

One structured, source-backed foundation across research, workflows, APIs, and agents.

0

Customer prompts used in training

Your data stays yours.

The Esheria way

The principles we build by, everywhere.

01

Source-backed.

Legal AI must show its work.

02

Jurisdiction-aware.

African markets deserve depth, context, and market-specific source coverage.

03

Technically serious.

Legal infrastructure needs data systems, retrieval, evaluation, provenance, and compute, not only prompts.

04

Professionally supervised.

AI should support legal judgement, not replace responsibility.

05

Built with users.

We work closely with lawyers, firms, companies, researchers, institutions, and builders.

06

Ambitious from home.

We are building from Africa for the legal systems we know, serve, and believe in.

Access and impact

A commercial company with a broader legal knowledge mission.

Esheria is a commercial company, but the mission reaches beyond software. We believe better legal knowledge systems can expand who gets to understand the law, who gets to build with it, and who gets to benefit from it.

Through Esheria for Good and our community work, we aim to support legal education, public-interest legal work, broader access to legal knowledge, and the people building the future of justice across the continent. The long-term work is larger than any single product: a legal ecosystem that is more informed, more capable, more trusted, and more open to the next generation.

The work ahead

The future of legal technology should include the markets where the need is urgent, the talent is deep, and the opportunity is generational.

We are building from Africa for the legal systems we know, serve, and believe in: for the lawyer under pressure, the founder entering a new market, the compliance team proving what has been done, the institution preserving its memory, the developer building the next legal product, and the community that deserves clearer access to the law.

Esheria is still early, but the direction is clear. We are here to build legal technology with the rigour the law demands, the technical ambition the future requires, and the source discipline serious legal work deserves.