Articles
Decision logic for enterprise agents, portfolio reviews, and the decisions that are expensive to get wrong.
Saphenia builds decision logic for enterprise agents, capturing a company's rules for one recurring decision and checking every agent's answer against them.
Charlotte WergerRead articleCompare 11 portfolio monitoring and AI review tools for private equity, from platforms that store portfolio data to tools that work on the quarterly review.
Charlotte WergerRead articleA step-by-step method for private equity firms to build a recurring portfolio performance review from scattered company reports and spreadsheets.
Charlotte WergerRead articleHow private equity teams handle two portfolio company reports that disagree on a figure: find the cause, apply source rules, show both, record the decision.
Nathaniel SibiRead articleHow private equity teams keep one KPI definition across companies, carry the period with every figure, handle redefinitions, and record missing facts.
Nathaniel SibiRead articleWho should approve a corrected portfolio-company KPI, what the correction record holds, and how the correction carries into the firm's next review.
Charlotte WergerRead articlePrivate equity firms should set pass criteria first, test an AI portfolio review pilot on their own hardest files, trace every figure, and time the review.
Charlotte WergerRead articleA deterministic agent resolves every output into one of four outcomes and differs from retrieval in one step: each claim is checked against business rules.
Nathaniel SibiRead articleA COO's guide to build or buy for AI agents: when RAG is enough, the full cost of building, and how to compare outputs on your own documents.
Charlotte WergerRead articleHow heads of lending keep loan product matching current: version lender criteria by effective date, tie each match to its source, and name every refusal.
Charlotte WergerRead articleWhere Saphenia runs, whether customer data trains any model, who owns what Saphenia builds from your data, and where Saphenia's ISO 27001 and SOC 2 certifications stand.
Nathaniel SibiRead articleSaphenia prices a deployment on three levers: the size and complexity of your data, the number of decisions, and bespoke agent or integration work.
Charlotte WergerRead articleGet started
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