COMPARISON

    SIGNLD vs Power BI

    Power BI is Microsoft's reporting and dashboard platform. SIGNLD is a knowledge-graph decision engine that returns ranked, traceable answers. Here is when to choose which.

    Choose SIGNLD if: You want to ask a question and get a ranked, sourced answer, without someone building a report model first.

    Choose Power BI if: You want dashboards and reports inside the Microsoft stack, with Fabric, Excel, Teams, and Entra identity already doing half the work for you.

    Side by side.

    Feature comparison between SIGNLD and Power BI
    DimensionSIGNLDPower BI
    Data modelLive knowledge graph over 800+ connected systems, refreshed dailySemantic models built in Power BI Desktop, refreshed on a schedule or via DirectQuery
    Question interfacePlain-language chat with confidence-scored briefsReport authoring in Desktop, plus Q&A and Copilot features in the service
    Source traceabilityEvery answer traces to the source system and rowLineage view and impact analysis across workspaces, datasets, and reports
    Connectors800+ read-only integrations, MCP supportVery broad connector library, strongest across the Microsoft and Azure estate
    DeploymentSaaS, single-tenant instance on AWS Bedrock; Enterprise supports VPCPower BI Service on Azure, Report Server for on-premises, Fabric capacity for scale
    Data privacyRead-only, never trained on, isolated to your tenantGoverned by your Microsoft tenant, Entra ID, and Purview policies
    ComplianceSOC 2 Type II, HIPAA-ready, GDPR-readyExtensive Microsoft enterprise certifications
    Best fitOps, finance, and executive leadership at mid-marketOrganisations standardised on Microsoft 365 with report authors in place
    Pricing entry pointFree Forever - Plus $25/mo - Growth $333/moPer-user Pro and Premium Per User licences, then Fabric capacity
    Free trialFree Forever plus 14-day full Growth trial, no credit cardFree account and a 60-day trial of Premium Per User

    Where Power BI is genuinely better

    Power BI's biggest strength is the thing people sometimes describe as lock-in, and it is worth being honest that it is a real advantage rather than only a constraint. If your company runs on Microsoft 365, identity is already in Entra, files are already in SharePoint, chat is already in Teams, and finance already lives in Excel. Power BI slots into all of that with no integration work, and the marginal cost of a Pro licence is small next to what you already pay Microsoft.

    It is also extremely capable as a reporting platform. Semantic models, DAX, incremental refresh, row-level security, deployment pipelines, and lineage view are mature. At Fabric scale it handles data volumes that most mid-market companies will never reach.

    And the skills market is deep. Hiring someone who can build in Power BI is easier and cheaper than for most alternatives, which matters more over three years than any feature comparison.

    Asking questions versus building reports

    The gap SIGNLD addresses is not reporting quality. It is that reporting requires a model, and a model requires a person. Someone defines the semantic model, writes the measures, and publishes the report. When leadership asks something the model does not cover, the answer is a ticket.

    SIGNLD builds a live knowledge graph across your connected systems and resolves entities across them, so questions that span CRM, accounting, operations, and support are answerable without predefining a model for each one. You ask in plain language and get a ranked brief with a confidence score and links to the source records.

    Cross-system entity resolution is the specific piece that report models tend to punt on. A semantic model usually assumes a warehouse where someone has already reconciled customer identity. If that reconciliation has not happened, the report either excludes the messy sources or quietly gets the join wrong. SIGNLD treats that resolution as part of the platform rather than as a prerequisite.

    The result is a different rhythm. Power BI is best when the question is known and recurring. SIGNLD is best when the question is new, urgent, and crosses systems that were never modeled together.

    How pricing actually compares

    Power BI Pro is inexpensive per user and often already bundled in an enterprise agreement. Premium Per User costs more, and Fabric capacity is a step change in commitment. The subscription is rarely the real cost; the real cost is the report author and the data engineering that keeps the semantic models correct.

    SIGNLD is Free Forever at entry, $25/mo on Plus billed annually, and $333/mo on Growth billed annually, with a 14-day full-access Growth trial and no credit card required. Connectors, daily refresh, and row-level traceability are part of the platform rather than separate governance SKUs.

    For a company already paying Microsoft, the honest math is not whether SIGNLD is cheaper than a Pro licence. It is whether the questions leadership actually asks are getting answered today, and what the delay between asking and answering is costing. If the backlog is short, stay where you are. If leadership routinely waits a week for a number, that is where the comparison gets interesting.

    Which one wins for a CFO who needs an answer today

    SIGNLD, when the question has not been modeled yet. A CFO asking why gross margin moved three points last month needs the answer reconciled across the accounting system, the billing platform, and whatever operational system drives cost of delivery. In Power BI, if that model exists, the answer is immediate and excellent. If it does not, the honest timeline is days to weeks.

    SIGNLD answers from the graph without a modeling step, ranks the contributing factors by impact, and links each figure to the invoices or records behind it, which is what makes the number defensible in a board setting.

    Where Power BI wins outright is the recurring monthly close pack. That question is stable, the model already exists, and the output needs to land in Excel and Teams where the finance team lives. Rebuilding that in a decision engine would be effort spent replacing something that already works.

    Questions.

    Try SIGNLD free.

    Free Forever plan. Full 14-day Growth trial. No credit card.