Everything SIGNLD does.
Read-only connections, a knowledge graph of your business, and a private LLM that produces ranked, traceable decisions.
Connect
Read-only connectors
SIGNLD connects to 800+ systems - ERP, CRM, finance, HR, databases and warehouses - with read-only, encrypted credentials. Nothing is written back into your source systems, and no schema changes are required.
MCP integrations
Native Model Context Protocol integrations for Gmail, Slack and Stripe bring the context that lives in conversations and payments into the same graph as your structured data. Setup is an OAuth approval, not a migration.
Bring your own warehouse
Already have Snowflake, BigQuery, Postgres or SQL Server? Point SIGNLD at it and keep your warehouse as the system of record. You can also connect operational systems directly if no warehouse exists yet.
Understand
Entity linking
The same customer written five different ways across five systems becomes one entity. SIGNLD resolves duplicates and matches records across sources so figures reconcile instead of conflicting.
Data cataloging
Every connected table, field and document is catalogued with where it came from and what it means. That catalog is what lets plain-language questions resolve to the right data without an analyst in the loop.
Knowledge Graph
A live, unified map of every entity in your business - customers, contracts, products, costs, people - and the relationships between them. It rebuilds continuously as your connected systems change.
Ask
Chat interface
Ask questions in plain language and get an answer that spans every connected system. No SQL, no dashboard hunting, no ticket to the data team.
Decision Topics
A Topic is anything leadership wants watched continuously: a KPI, a customer segment, a renewal window, a board question, a risk. SIGNLD tracks each Topic against the live graph and surfaces changes as they happen.
Custom questions
Anything outside the tracked Topics can be asked ad hoc and saved. Recurring questions become part of the workspace, so the same answer is one click away next quarter.
Decide
Confidence scoring
Each brief carries a confidence score based on how complete and consistent the underlying data is. When coverage is thin, SIGNLD says so instead of presenting a guess as a fact.
Source citations
Every figure in a brief is cited back to the row, record or document it came from. Click a number and you land on its source, so nobody has to take the answer on faith.
Decision Briefs
Every question returns a Decision Brief: a plain-language finding, the evidence behind it, and a ranked recommended move with projected impact in dollars or percent. Written to be read in a meeting, not decoded.
Prove
Audit trail
Questions, briefs, sources and recommendations are retained as a reviewable record. Finance and compliance teams can reconstruct how a decision was reached months later.
Every inference logged
Inference runs on a single-tenant AWS Bedrock instance and is never trained on your data. Each run is logged with its inputs and outputs so AI output is accountable rather than opaque.
Traceability
Full lineage runs from the brief back through the Knowledge Graph to the source system. That chain is what makes a number defensible in a board room or an audit.
Deliver
Share with your team
Briefs and Topics can be shared with named colleagues so everyone is arguing about the same numbers. Access follows your workspace permissions.
Slack and email delivery
Send a brief - or a change on a tracked Topic - straight into Slack or an inbox. The answer arrives where the decision is already being discussed.
Export to PDF and slides
Any brief exports to a formatted PDF or a slide-ready layout with citations intact. Board packets stop being a week of copy-paste.
