A complete data team, from your systems to your answer.
Three things have to be true before AI can answer a real question about your business. That used to be a job for a data engineer, a data leader, and a hefty budget. Pliable does all three with an agentic data team instead, and only the third one is something you have to think about.
We connect to whatever you actually run.
Not whatever is on a supported-connector list. A modern API, a database, a server in your building, a legacy system with no API at all, a spreadsheet someone on your ops team maintains by hand. We build the connection and we maintain it.
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We build it, and we keep it working when the source changes.
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Included in your subscription. Not a services line item, not a change order.
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No integration project for your team to staff or manage.
Connected sources
Everything a data engineer would do, done for you.
Cleaning, normalization, deduplication, structure. The work that normally means hiring two or three people and waiting a year. Our platform does it, and what you get back is your business described in your own words.
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Entities, metrics, and dimensions that use your language, not table names.
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Conflicting definitions across systems reconciled into one answer.
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A knowledge base of the context and anecdote behind the numbers.
What you have
acct_dim_v2 sfdc_opportunity_raw ns_customer_stg billing_events_2019 What you get
The part nobody else has
No analysis is complete without the story behind it. Pliable holds both the number and the reason: why the dip happened, what that segment really means, which month was an anomaly and why.
Four ways to use it.
This is the only module you have to think about. Ask it directly, call it from your own code, hand it to your agents, or put it in front of your customers.
Ellie
AI AnalystAsk in plain English. Get prose plus the data behind it, with the sources listed. The fastest path from question to answer for anyone on your team.
API
ProgrammaticInvoke Ellie from your own code and get back structured datasets and written explanation. Drop trusted answers into your product, your reporting, or your board deck.
Pliable MCP
Your agentsNot a raw database connection. Most MCP setups just expose your tables directly, so the AI still has to guess what a number means. Yours reads the governed definitions instead.
Embed
In your productPut dashboards, charts, and Ellie chats directly inside your own software. Customer-facing views are scoped automatically, so every customer sees only their own data. Works just as well for internal teams.
You are talking to your data in week one.
Not a discovery phase. Not a six month implementation. We connect your first set of sources, build the foundation on top of them, and put Ellie in front of your team inside the first week.
What we need from you
A few conversations about how you define things. Nobody technical, no internal project, no engineering time. That is the whole lift.
We connect your first sources
You tell us what systems matter most and how you think about your business. We handle the connections, including the ones with no API.
We build the foundation on top of them
Cleaned, deduped, structured, and described in your language. We confirm your definitions with you as we go, so the numbers are yours from the start.
You are talking to your data
Ellie goes live on those sources. Your team asks real questions and gets real answers, with the sources and the reasoning attached.
Coverage deepens on its own
More sources come online, and every question Ellie cannot answer becomes a flagged gap that our agentic process and our experts close.
What if I don't have a Snowflake account?
We're good friends with Snowflake and can spin you up a free account, and even manage it all for you (otherwise you'll need a data engineer).
What even is a semantic layer?
It's a translator between your raw data and the people who don't speak SQL. It's more important than ever if you're trying to use AI with your data — without it, AI tools query columns they've misunderstood and return answers that look right but aren't.
Do I really have to define "Revenue" in five different tables and as many tools?
Not with Pliable. One definition, everywhere. That's the whole point of a governed semantic layer.
How does Pliable clean my data?
With built-in deduping, schema alignment, and ID resolution. Your messy CSVs and disconnected sources are safe with us.
Can Pliable help me use AI without my team needing a PhD?
Yes. Pliable builds the AI-ready foundation — clean, connected, governed data — so your AI tools have something correct to reason on top of.
What if I really like my BI tool?
Keep it. Use Pliable as your single source of truth and connect it to anything that can use Snowflake.
Is support free, or do I need to Google everything?
Chat-based support is included in all plans. We also offer preferred support with SLAs and even a shared Slack channel.
What if I need additional help?
Many customers need analysts and data scientists to get the most out of Pliable. We offer flex-in Pliable experts as part of your subscription.