Challenge
Generic AI hallucinates case law.
Agnotic approach
We ground assistants in your real documents and matters with clear sourcing, not open-ended generation.

We build AI chatbots and assistants for law firms — grounded in your documents, precedents, and case data — for client intake, legal research support, and internal knowledge, with the confidentiality and control legal work demands.
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Legal AI assistants help firms move faster on the work that surrounds legal judgment — qualifying and intaking clients, retrieving relevant documents and precedents, answering internal knowledge questions, and drafting first-pass content. Grounded in your matter and document data, they save lawyers time without replacing legal judgment.
The hard part is confidentiality, accuracy, and trust. Client confidentiality and privilege are non-negotiable, hallucinated case law is dangerous, and lawyers won't trust a black box. We build assistants grounded in your documents via retrieval, with confidentiality-conscious design, clear sourcing, and human review — genuinely useful while respecting the profession's obligations.
See how we build legal assistants — retrieval over your documents and matters, confidentiality-conscious, with clear sourcing.

Common failure modes
Challenge
Generic AI hallucinates case law.
Agnotic approach
We ground assistants in your real documents and matters with clear sourcing, not open-ended generation.
Challenge
Client confidentiality is non-negotiable.
Agnotic approach
Confidentiality-conscious design with on-prem/VPC deployment and least-privilege access.
Challenge
Privilege and ethics constrain automation.
Agnotic approach
Scoped assistance with human review, keeping legal judgment with lawyers.
Challenge
Lawyers won't trust a black box.
Agnotic approach
Transparent sourcing and audit trails so every answer can be checked.
The assistant types we build for law firms and legal teams.
Qualify and intake clients with grounded, guided conversations.
Retrieve relevant documents and precedents with sourcing.
Answer internal questions from firm documents and know-how.
Confidentiality-conscious, auditable assistant workflows.
Where it runs
Guided, grounded intake and qualification.
Find relevant documents and precedents fast.
Answer from firm know-how and documents.
First-pass drafts for lawyer review.
Grounded, on-brand client responses.
Grounded answers about a matter's documents.
Legal AI fails on confidentiality and hallucination. We ground it, secure it, and keep judgment with lawyers.
Standards we build against
Grounding, confidentiality, and human oversight treated as the real engineering.
We define the use case, the documents to ground on, and confidentiality needs.
Retrieval over your documents with confidentiality-conscious, secure design.
Guardrails, sourcing, and evaluation against real legal scenarios.
Rollout with audit logging, monitoring, and a feedback loop.
Assistants that save time while respecting confidentiality and judgment.
On-prem/VPC deployment and least-privilege access to documents.
Fluent in legal workflows, matters, and knowledge management.
Retrieval over real documents with clear sourcing.
Human review so legal judgment stays with lawyers.
Tell us your top use case and documents. We will return a grounded, confidential legal chatbot plan scoped to pilot.
contact@agnotic.com
Partnerships
contact@agnotic.com