Verifiable AI for financial services
PE, sovereign funds, family offices, asset managers — the understanding layer between your firm's data and whatever AI you already use, so every figure that reaches a client, board, or regulator is accurate, cited, and auditable.
The number has to be exactly right
The figures that matter live everywhere at once — performance packs, audited statements, side letters, models, and inboxes — and they differ between strategies, share classes, and entities by a decimal. Generic AI tools confidently mix them up, quote a stale figure from last quarter, and can't show their work when compliance asks how the number was produced. Whether the party on the other side is a lender, a board, a principal, or a regulator, a wrong number is a trust and compliance event.
See how Nucleus catches AI hallucinations
Chat with any AI provider. Nucleus saves every conversation and verifies it against your knowledge base.
How investment teams use Nucleus
DDQ, RFP & questionnaire responses
LP DDQs, ODD questionnaires, and consultant RFIs drafted from your past answers and fund documents — first draft in minutes, each answer cited to the source.
Entity- and strategy-accurate answers
Ask for one strategy's return and never get another's. Figures stay separated across funds, share classes, and entities, each verified against its source.
Client & regulatory reporting
Quarterly client packs, board reports, and regulatory filings assembled from your models into your template, with every number cited.
Screening & selection
Targets, managers, and co-investments scored against your buy-box or mandate — every opportunity gets a first pass, not a generic summary.
Allocation & exit decisions
Add-on, exit, re-up, and rebalancing calls reasoned across your models, agreements, and live market signal — every input cited.
Document intelligence
SPAs, IMAs, side letters, and credit agreements answered at the clause level, cited to the executed version. Misquoted clauses caught before they cost you.
The understanding layer, fed by the live world
Your documents on one side. World Context’s live signal — flights, vessels, prediction markets, ground sensors — on the other. Nothing reaches your answer until it passes through Nucleus: fused with your book, verified claim by claim, cited to its source.
The live world, understood through your book.
World Context feeds the signal. Nucleus does the understanding. Two to three days on your documents — nothing leaves your tenancy.
Ready to ground your AI in truth?
Join teams using Nucleus to eliminate hallucinations and build AI systems they can trust.