Problem
What is the concrete mess: evidence, workflow, vendor, AI pilot, RAG corpus, agent idea, model, or decision?
Client fit screen
Start with the primary problem in plain language. You do not need perfect wording, clean data, or a finished AI strategy.

Primary problem
What is the concrete mess: evidence, workflow, vendor, AI pilot, RAG corpus, agent idea, model, or decision?
What decision should become easier, faster, safer, or more defensible?
What artifacts matter: ELNs, SOPs, omics outputs, SharePoint folders, vendor decks, logs, protocols, patents, publications, or memos?
What access, sensitivity, validation, legal, quality, clinical, compliance, or ownership boundaries should be respected?
Before sending materials
Please withhold confidential, proprietary, regulated, patient, clinical, quality, legally privileged, or commercially sensitive information until scope, access, retention, and review terms have been agreed in writing. A first pass typically works from sanitized excerpts, workflow descriptions, metadata snippets, screenshots, schema fragments, or non sensitive summaries.
SignalForge is advisory and does not stand in for regulated validation, legal counsel, clinical authority, quality signoff, or compliance approval.
Structured start
The useful starting point is the problem, the desired state, the evidence involved, the decision pressure, and any access or sensitivity constraints.
Not every request is a fit
SignalForge is not designed for commodity implementation, generic dashboarding, staff augmentation, chatbot setup, or open ended AI exploration without a decision owner. It also does not replace regulated validation, legal advice, clinical judgment, quality authority, or compliance approval.