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Institutional knowledge shouldn't depend on who you happen to ask.
Time to find answers
Cited responses
Unified knowledge layer
Every team's knowledge is different. The assistant adapts to the documents, permissions and questions each one runs on.
Used by banks, asset managers and financial services firms.
Compliance policies, product documentation and institutional memory sit scattered across systems, and every question means searching several of them. The assistant gives every team a single, cited source of truth.
Answers grounded in your actual policy documents
Every answer cites its source, no guessing
Respects existing access controls and permissions
Cuts research time on compliance questions
Used by HR, People Ops and internal communications teams.
Employees ask the same benefits, leave and policy questions repeatedly, and answers can vary depending on who they ask. The assistant gives a single accurate answer, sourced from your actual HR documentation.
Pulls from your handbook, benefits docs and policies
Keeps answers consistent across every employee
Reduces repetitive tickets into HR
Updates automatically as policies change
Used by IT, DevOps and engineering teams.
Runbooks, architecture docs and internal wikis scatter across tools nobody searches consistently. The assistant surfaces the right document instantly, with a citation back to the source.
Searches runbooks, wikis and architecture docs together
Cites the exact document behind every answer
Respects role-based access to sensitive systems
Cuts onboarding time for new engineers
Used by sales, account management and client services teams.
Proposals, case studies and playbooks live in different drives, and nobody has time to search all of them before a client call. The assistant surfaces the right material in seconds, with the source attached.
Finds the right case study or playbook instantly
Cites the source so reps can share it directly
Keeps messaging consistent across the team
Works across every connected knowledge source
Used by legal, compliance and risk teams.
Contracts, regulatory guidance and policy precedent are dense and scattered, and getting an answer wrong carries real risk. Every response is cited back to the exact source document.
Every answer is traceable to its source document
Access control keeps sensitive material restricted
Cuts research time on precedent and policy
Reduces reliance on a handful of institutional experts
Used by agencies running SOPs across multiple client accounts.
SOPs, brand guidelines and account history live across dozens of client folders. The assistant gives every team member instant, cited access, without exposing one client's knowledge to another's team.
Keeps each client's knowledge base properly separated
Runs entirely under your own brand
Onboards new team members onto accounts faster
Scales knowledge access without duplicating effort
Answers come from your documents, not general web knowledge.
Institutional knowledge shouldn't depend on who you happen to ask.
We map where your knowledge actually lives today.
We design the ingestion, retrieval and citation flow.
We build the RAG assistant and embedding pipeline.
We connect every knowledge source and your SSO and access rules.
We check citation accuracy and access controls against real accounts.
We launch your assistant and keep its knowledge layer up to date.
The six scenarios above are the most common, but the same pattern (unify the sources, cite every answer, respect access control) applies to any team whose knowledge is scattered across more than one system. Tell us where your documents live and we'll show whether it fits.
The assistant is retrieval-augmented, meaning every answer is generated from passages retrieved from your actual documents, and every response carries a citation back to the source. If the knowledge base doesn't contain an answer, it says so rather than guessing.
The assistant integrates with your existing SSO and honours the permissions already set on each document. A user only ever sees answers drawn from material they already have access to, nothing more.
Yes. That is the core of what it does. Documents, wikis, drives and other repositories are ingested into a single vector layer, so the assistant answers from all of them together instead of one tool at a time.
Yes. For agencies managing knowledge across client accounts, the assistant runs under your own brand, with each client's knowledge base kept properly separated from every other client's.
Pricing scales with the number of knowledge sources and teams connected, not per seat. Once the core knowledge layer is built, adding new teams or document sets costs a fraction of building a separate system for each.
Tell us where your knowledge lives today, and we'll show you what a cited assistant would look like over it.
Our team will review it and get back to you shortly.
