Adaly
Platform architecture

Stop funding your constraint.

Adaly connects to every system you run and answers questions against live data, governed and fully cited, at the moment you ask. No warehouse. No copies. No quarter-long projects. Watch what that makes possible, then see the machinery underneath.

01 · In practice

What Adaly users do while everyone else waits.

These are not demos. Every scenario below runs against live systems today. The teams working this way are minutes from any answer. Everyone else is a project away.

Adaly mark

Ask Adaly directly. Watch one question become a governed answer.

This is Adaly's native workspace, not a mockup. Plain language in. Clarified, computed, cited, and fully reasoned out.

Adaly home screen greeting the user and asking what they needAdaly clarifying which revenue field and user metric to use, with numbered choicesAdaly findings with written analysis beside cross-source chartsGenerated visualization citing the source system behind the numbersAdaly thinking panel showing each reasoning step and query it ran
01Ask in plain languageNo dashboard hunting. You just type the question.
02Ambiguity gets clarified firstAdaly pins down what revenue and users mean against your governed definitions before it computes anything.
03A complete, contextual answerWritten findings and generated visuals, drawn live from every system that holds part of the answer.
04Citations from every sourceEvery number traces to the system and field it came from. Credible by construction.
05The reasoning, in the openNot just data citations. Every step it took, so you know your definitions and formulas were followed.

Elsewhere this is a quarter of data engineering. Here it is one question.

Adaly markClaude Code logoCodex logo

Build agents that watch the business for you.

Adaly MCP hands Claude Code the entire company as one governed data layer. One prompt creates a standing weekly review that would otherwise be a team's whole job.

claude codeadaly mcp
adaly mcp connected · governed fabric
schedule set · every monday 6:00 am
query promo_spend · every banner, region, channel
query pos_sales_lift vs forecast · live
compute variance · flag below −1σ
agent live · first brief ready · zero pipelines built
Weekly Spend BriefMON 6:02 AM
Campaigns checked
1,847
Below −1σ
23
To reallocate
$6.8M
Endcap promos · Southeast−1.8σ
Digital circular · Northeast−1.4σ
In-app coupons · West−1.2σ
Seasonal media · Gulf Coast−1.1σ
Recommended: move $6.8M into the 5 campaigns pacing above forecast. Projected +$3.4M incremental margin. Full citations attached.

Set it once. It checks every system, every week, and shows up with the money.

Adaly markClaude logoMicrosoft Copilot logoChatGPT logo

Every AI tool. One governed fabric.

Watch the same question move through ChatGPT, Copilot, and Claude. Full provenance and every governance rule travel with the answer, whichever tool asks.

ChatGPT home screen with an empty prompt boxMicrosoft Copilot home screen with an empty prompt boxClaude home screen with an empty prompt boxClaude returning an Adaly-powered traffic dashboard that cites its source
ChatGPT
Microsoft Copilot
Claude
Claude
01Ask in ChatGPTThe question goes straight to the Adaly fabric underneath, with full provenance and every governance rule intact.
02Ask in Copilot. Same fabric.One layer of governance, security, and intelligence over the entire data estate, whichever tool is open.
03Ask in Claude. Nothing to reconfigure.The fabric follows the question, not the tool. No per-tool setup, no per-tool rules.
04One governed answer, citedThe dashboard cites its sources through Adaly. And because every application, agent, workflow, and query runs on the same fabric, each one makes all the others smarter in real time.

Pick any AI. The answer, the governance, and the audit trail stay identical.

Someone in your market can already do this.

They ask, they answer, they act, while everyone else waits on a pipeline. The gap widens every quarter it stands.

02 · Capabilities

The power behind everything you just watched.

Variety of features to bring you into the next phase of how data works.

Every answer, one question away

Ask any question in plain language. Adaly goes into the right systems, pulls the data, and processes it to answer precisely.

BI on demand, no BI backlog

Business intelligence generated on demand, across sources or within a single source.

Answers you can defend

Every answer shows its homework, down to the system and the field it came from.

One truth for every number

Everyone operates from the same definitions. Even something as seemingly simple as revenue means one thing across the company.

One formula, company-wide

Everyone operates from the same formulas. Customer lifetime value is calculated one way, everywhere.

From question to finished deliverable

“Make me a presentation based on this.” Adaly builds the artifact from live data.

A quarter of analysis, done in seconds

Real statistical work spanning systems, in real time, with no data engineering in front of it. A major differentiator.

Every tool you add gets smarter

Every agent, model, and application a company depends on operates from the same fabric and the same governance. Each one makes the others smarter.

Never locked into a model

Nobody knows which model wins. Adaly removes that from the decision.

Intelligence on the whole estate

Cross-source advanced analytics on the fly, fully governed.

Act on answers, not just read them

Available today for custom client deployments. Another major differentiator.

03 · Interaction conduits

Every tool reaches one fabric. Every query makes it smarter.

Claude, ChatGPT, Copilot, Claude Code, or Adaly itself. One point of governance holds the definitions and formulas for all of them. Every agent, application, and query enriches the fabric as it works, so each one makes the others sharper.

Claude Code logo

Claude Code

Build against the fabric

Adaly mark

Adaly

Query the fabric directly

Microsoft Copilot logo

Copilot

Ask from your Microsoft workspace

ChatGPT logo

ChatGPT

Ask in the tool your team already knows

Claude logo

Claude

Ask hard questions in plain language

Every conduit hits the same fabric, under the same governance, and returns the same answer.

04 · The Adaly fabric

The fabric orchestrates across every source, in real time.

Adaly logo

Live values at query time

Nothing is copied. Nothing drifts.

One source of definition

The same definitions hold across every system.

Governance in the conduit

Enforced inside the fabric, not bolted on after.

Omniscient intelligence

Relationships surface across sources that would otherwise stay invisible.

05 · The connector base

Adaly connects to everything, at full depth.

Full depth connectors, not surface level API stubs. That is what lets Adaly replace the warehouse instead of sitting on top of it as another cost.

Cloud data warehouses
Data lakes and object storage
Operational databases
CRM
ERP
Finance and accounting
HRIS and payroll
Marketing automation
Advertising platforms
Product analytics
Support and ticketing systems
Document stores and file shares
Spreadsheets
Event streams
Sensors and IoT
Custom internal applications

Legacy systems, included

Mainframe and midrange systems
On-premise SQL servers
Flat file and FTP drops
EDI feeds
Fixed-width record stores
Archived and unsupported line of business systems

The old systems nobody wants to touch are exactly the ones holding the answers.

One fabric. Every system. Live answers.