Product explained: how SIGNLD actually works

    Product explained walks through the parts of SIGNLD you can inspect: how connectors read a system, how records become entities in the Knowledge Graph, how a Topic keeps watch on one decision, and how every answer carries a path back to the row it came from. Inference runs on a single-tenant AWS Bedrock instance and your data is never used for training. Start here if you want mechanics rather than marketing.

    53 articles · All articles

    Sentiment monitoring: FAQ
    Product explained

    Sentiment monitoring: FAQ

    Answers to the most common questions about sentiment monitoring: what it shows, what it does not, and how it stays private. Here is how it works.

    SIGNLD Editorial · Aug 17, 2026
    Sentiment monitoring for a Claude deployment
    Product explained

    Sentiment monitoring for a Claude deployment

    Rolling out Claude across a team raises the same value question every AI deployment raises: is the spend producing anything, and who can see that.

    SIGNLD Editorial · Aug 15, 2026
    Token spend vs value delivered: the metric nobody reports
    Product explained

    Token spend vs value delivered: the metric nobody reports

    Token spend measures consumption, not outcome. Most organizations report the first number and have no second number to pair it with. Here is how it works.

    SIGNLD Editorial · Aug 14, 2026
    Measuring AI ROI beyond seat count
    Product explained

    Measuring AI ROI beyond seat count

    Seat count and license count are inputs to an AI rollout, not evidence it worked. Here is what to measure instead. This is what changes in practice.

    SIGNLD Editorial · Aug 14, 2026
    What negative sentiment in AI sessions is telling you
    Product explained

    What negative sentiment in AI sessions is telling you

    A negative sentiment reading is a symptom, not a diagnosis. Here are the five patterns usually behind it and how to tell them apart. Here is how it works.

    SIGNLD Editorial · Aug 14, 2026
    Sentiment monitoring vs usage analytics
    Product explained

    Sentiment monitoring vs usage analytics

    Usage analytics counts AI activity. Sentiment monitoring shows whether that activity actually worked for the people doing it. Neither replaces the other.

    SIGNLD Editorial · Aug 13, 2026
    How admins measure the value their team gets from AI sessions
    Product explained

    How admins measure the value their team gets from AI sessions

    Measuring the value a team gets from AI sessions means reading sentiment alongside activity, not counting tokens or sessions alone. Here is how it works.

    SIGNLD Editorial · Aug 12, 2026
    Sentiment monitoring in the SIGNLD admin panel
    Product explained

    Sentiment monitoring in the SIGNLD admin panel

    Sentiment monitoring lives in the SIGNLD admin panel, where organization admins see whether their team's AI sessions are producing value. Here is how it works.

    SIGNLD Editorial · Aug 12, 2026
    What is AI sentiment monitoring
    Product explained

    What is AI sentiment monitoring

    AI sentiment monitoring tracks whether a team's AI sessions are producing value, not just how many tokens they consumed. Here is how it works.

    SIGNLD Editorial · Aug 11, 2026
    The SIGNLD extension for Claude: FAQ
    Product explained

    The SIGNLD extension for Claude: FAQ

    Answers to the most common questions about the SIGNLD extension for Claude: access, permissions, sourcing and setup. This is what changes in practice.

    SIGNLD Editorial · Aug 11, 2026
    Traceable answers inside a Claude session
    Product explained

    Traceable answers inside a Claude session

    How a grounded answer in a Claude session stays traceable to a specific source record instead of resting on unverifiable text. Here is how it works.

    SIGNLD Editorial · Aug 8, 2026
    Permissions and data access in the SIGNLD extension for Claude
    Product explained

    Permissions and data access in the SIGNLD extension for Claude

    What the SIGNLD extension for Claude can read, what it cannot, and how workspace permissions and single-tenant inference keep access scoped.

    SIGNLD Editorial · Aug 8, 2026
    Grounding an AI session in your own data without copy and paste
    Product explained

    Grounding an AI session in your own data without copy and paste

    Copying data into an AI chat window works until it doesn't. Here's the landscape of alternatives, including a knowledge graph layer. Here is how it works.

    SIGNLD Editorial · Aug 8, 2026
    Claude with SIGNLD vs Claude alone: the same question, two answers
    Product explained

    Claude with SIGNLD vs Claude alone: the same question, two answers

    Three business questions, asked twice: once to a general Claude session, once to Claude connected through the SIGNLD extension. Here is how it works.

    SIGNLD Editorial · Aug 7, 2026
    How SIGNLD's confidence scoring actually works
    Product explained

    How SIGNLD's confidence scoring actually works

    Confidence scoring in SIGNLD signals how strongly evidence supports a finding, so leaders know how much scrutiny an answer deserves before acting on it.

    Christopher Rafter · Aug 6, 2026
    What you can ask with SIGNLD connected to Claude
    Product explained

    What you can ask with SIGNLD connected to Claude

    Real example questions leadership teams can ask Claude once SIGNLD's Knowledge Graph is connected, grouped by role and by source system. Here is how it works.

    SIGNLD Editorial · Aug 6, 2026
    Setting up the SIGNLD extension for Claude
    Product explained

    Setting up the SIGNLD extension for Claude

    How to install and connect the SIGNLD extension for Claude, split into what an admin sets up once and what a user does per session. Here is how it works.

    SIGNLD Editorial · Aug 6, 2026
    Why a general assistant cannot answer your business questions alone
    Product explained

    Why a general assistant cannot answer your business questions alone

    A general assistant cannot answer a real business question alone because it has no connection to the systems the answer lives in, not because it isn't capable.

    SIGNLD Editorial · Aug 5, 2026
    What business context for Claude actually means
    Product explained

    What business context for Claude actually means

    Business context is the entities, metrics, rules and definitions your company runs on, held in a Knowledge Graph, not a pasted document or a prompt.

    SIGNLD Editorial · Aug 5, 2026
    Use your business Knowledge Graph inside a Claude session
    Product explained

    Use your business Knowledge Graph inside a Claude session

    The SIGNLD extension for Claude brings your company's entities, metrics, and definitions into a Claude session, traceable back to the source.

    SIGNLD Editorial · Aug 5, 2026
    The SIGNLD extension for Claude
    Product explained

    The SIGNLD extension for Claude

    The SIGNLD extension for Claude puts your company's Knowledge Graph inside a Claude session, so answers stay grounded in your own systems. Here is how it works.

    SIGNLD Editorial · Aug 4, 2026
    Proactive Knowledge Graph building: FAQ
    Product explained

    Proactive Knowledge Graph building: FAQ

    Answers to the most common questions about how SIGNLD builds a Knowledge Graph proactively from connected systems. This is what changes in practice.

    SIGNLD Editorial · Aug 3, 2026
    Proactive graph building, read-only connections, and permissions
    Product explained

    Proactive graph building, read-only connections, and permissions

    Proactive graph building runs on the same read-only connections and tenant isolation as everything else in SIGNLD, nothing more is granted. It changes when the.

    SIGNLD Editorial · Aug 3, 2026
    How proactive graph building changes your first week
    Product explained

    How proactive graph building changes your first week

    Proactive graph building changes onboarding by mapping connected systems upfront, so week one starts with review, not waiting. Here is how it works.

    SIGNLD Editorial · Aug 2, 2026
    Proactive graph building for companies with no data team
    Product explained

    Proactive graph building for companies with no data team

    Without a data team to build a graph by hand, proactive discovery does the mapping and a business owner does the confirming. Here is how it works.

    SIGNLD Editorial · Aug 2, 2026
    What you still control when the graph builds itself
    Product explained

    What you still control when the graph builds itself

    Proactive graph building automates discovery, not judgment. Here is exactly what a person still decides versus what SIGNLD proposes. Here is how it works.

    SIGNLD Editorial · Aug 2, 2026
    Guardrails: what SIGNLD asks you to confirm before it commits
    Product explained

    Guardrails: what SIGNLD asks you to confirm before it commits

    SIGNLD proposes entity matches, metric definitions, and relationships automatically, then routes anything uncertain to a human for confirmation.

    SIGNLD Editorial · Aug 1, 2026
    How proactive discovery finds the entities you never mapped
    Product explained

    How proactive discovery finds the entities you never mapped

    How SIGNLD's proactive discovery surfaces entities and relationships nobody has queried yet, and why a person still confirms each one. Here is how it works.

    SIGNLD Editorial · Jul 31, 2026
    What proactive graph building does to time-to-first-answer
    Product explained

    What proactive graph building does to time-to-first-answer

    How proactive graph building changes what happens mechanically before your first answer, without claiming a new speed number. Here is how it works.

    SIGNLD Editorial · Jul 31, 2026
    Manual vs proactive knowledge graph building
    Product explained

    Manual vs proactive knowledge graph building

    A direct comparison of manual knowledge graph building, where the graph learns from use, against proactive building, where it builds ahead of use.

    SIGNLD Editorial · Jul 30, 2026
    How SIGNLD builds your Knowledge Graph in the background
    Product explained

    How SIGNLD builds your Knowledge Graph in the background

    A step-by-step look at what SIGNLD does behind the scenes to build your Knowledge Graph the moment a system is connected. Here is how it works.

    SIGNLD Editorial · Jul 30, 2026
    Proactive Knowledge Graph building in SIGNLD: what changes
    Product explained

    Proactive Knowledge Graph building in SIGNLD: what changes

    SIGNLD now builds the Knowledge Graph proactively from connected systems, instead of waiting for chat and usage to shape it over time. Here is how it works.

    SIGNLD Editorial · Jul 30, 2026
    What is a proactive knowledge graph
    Product explained

    What is a proactive knowledge graph

    A proactive knowledge graph builds itself from connected systems automatically, instead of waiting for a user to ask a question first. Here is how it works.

    SIGNLD Editorial · Jul 29, 2026
    What SIGNLD does not do
    Product explained

    What SIGNLD does not do

    A direct list of what SIGNLD cannot or does not do, with no hedging, so you know before you connect anything. This is what changes in practice.

    Christopher Rafter · Jul 21, 2026
    Can SIGNLD answer questions across QuickBooks and your CRM
    Product explained

    Can SIGNLD answer questions across QuickBooks and your CRM

    Yes, SIGNLD reads QuickBooks and your CRM together and resolves the same customer across both systems automatically. This is what changes in practice.

    Christopher Rafter · Jul 21, 2026
    SIGNLD week one: what to expect
    Product explained

    SIGNLD week one: what to expect

    A day-by-day look at what happens in your first week on SIGNLD, from first connection to first Decision Brief. Week two is when cross-system questions start.

    Christopher Rafter · Jul 20, 2026
    What you get on the SIGNLD free plan
    Product explained

    What you get on the SIGNLD free plan

    SIGNLD's Free Forever plan gives full read-only connectors and real Decision Briefs, within a limited credit and Topic allowance. Here is how it works.

    Christopher Rafter · Jul 19, 2026
    How SIGNLD cites its sources
    Product explained

    How SIGNLD cites its sources

    Every claim in a SIGNLD Decision Brief links back to the exact source records, system, and timestamp it came from. This is what changes in practice.

    Christopher Rafter · Jul 19, 2026
    Does SIGNLD train on your data
    Product explained

    Does SIGNLD train on your data

    No. Inference runs on a single-tenant AWS Bedrock instance, and Bedrock contractually never uses your inputs to train foundation models. No.

    Christopher Rafter · Jul 18, 2026
    Does SIGNLD need a data team
    Product explained

    Does SIGNLD need a data team

    No. SIGNLD builds its Knowledge Graph from read-only connections, so you get answers without a modelling project or a warehouse. Here is how it works.

    Christopher Rafter · Jul 18, 2026
    Who is SIGNLD for
    Product explained

    Who is SIGNLD for

    SIGNLD fits CEOs, CFOs, COOs, and ops leaders at 10 to 500 person companies with disconnected systems and no data team. Here is how it works.

    Christopher Rafter · Jul 18, 2026
    Does SIGNLD replace your BI tool
    Product explained

    Does SIGNLD replace your BI tool

    SIGNLD does not replace your BI tool on day one. It answers cross-system questions BI was never built for. This is what changes in practice.

    Christopher Rafter · Jul 17, 2026
    How long does SIGNLD take to set up
    Product explained

    How long does SIGNLD take to set up

    Connect your first system in 15 minutes and get your first SIGNLD answer minutes later, with no modelling phase. This is what changes in practice.

    Christopher Rafter · Jul 16, 2026
    What systems does SIGNLD connect to
    Product explained

    What systems does SIGNLD connect to

    SIGNLD connects read-only to 800+ business systems across CRM, ERP, warehouses, marketing, support, HR, and more. This is what changes in practice.

    Christopher Rafter · Jul 16, 2026
    Is SIGNLD secure
    Product explained

    Is SIGNLD secure

    SIGNLD encrypts data at rest and in transit, uses read-only connections, and runs AI on a private instance. This is what changes in practice.

    Christopher Rafter · Jul 15, 2026
    How much does SIGNLD cost
    Product explained

    How much does SIGNLD cost

    SIGNLD pricing scales on monthly credits and number of Topics, from a free tier to Enterprise. Here is how the pieces fit together in practice.

    Christopher Rafter · Jul 15, 2026
    How does SIGNLD work
    Product explained

    How does SIGNLD work

    SIGNLD connects read-only, builds a Knowledge Graph, and turns plain-language questions into evidence-backed Decision Briefs. Here is how it works.

    Christopher Rafter · Jul 15, 2026
    What is SIGNLD
    Product explained

    What is SIGNLD

    SIGNLD is a decision intelligence platform that turns plain-language questions into evidence-backed answers. This is what changes in practice.

    Christopher Rafter · Jul 14, 2026
    Product explained

    Knowledge Graph vs Data Warehouse: What's the Real Difference?

    A data warehouse stores rows. A Knowledge Graph stores meaning. Here is how SIGNLD uses both - and why the graph is what makes Decision Intelligence possible.

    Christopher Rafter · May 4, 2026
    Product explained

    How SIGNLD Builds Your Knowledge Graph (Without Touching Your Data)

    A walkthrough of how a Knowledge Graph is assembled from read-only connections to your existing systems - with no ETL project, no schema migration, and no.

    Christopher Rafter · May 1, 2026
    Product explained

    Why a Knowledge Graph Is the Tool CFOs Have Been Waiting For

    Variance analysis, working-capital risk, customer profitability - the questions CFOs ask every month live across systems no single tool can join.

    Christopher Rafter · Apr 28, 2026
    Product explained

    Knowledge Graph vs RAG: Which One Should Power Your Business AI?

    RAG retrieves text. A Knowledge Graph reasons over your business. Here is why SIGNLD uses a graph as the substrate - and where RAG still has a role.

    Christopher Rafter · Apr 25, 2026
    Product explained

    Why SIGNLD Pairs a Knowledge Graph With a Private LLM on AWS Bedrock

    The graph holds the meaning of your business. The model reasons over it. Hosting that model privately on AWS Bedrock is what makes the answers safe to act.

    Christopher Rafter · Apr 21, 2026

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