AskEdi
Ask questions about your data in plain language and get instant answers, charts, and recommended actions. No SQL required.
AskEdi lets you ask questions about your connected data in plain language and get instant answers, charts, and recommended actions. You choose what context the AI receives, Edilitics runs the query against your source, and the result comes back as a narrative, a visualisation, or a structured recommendation. No SQL required.
Before You Start
AskEdi requires AI Column Insights to be generated for any table you want to chat with. Column insights give the AI the semantic understanding of your data it needs to produce accurate, relevant answers.
If a table does not have column insights, it will not be available for selection when creating a chat. Go to the Integrate module, open the integration, and generate column insights before returning to AskEdi.
How a Chat Works
A chat is a conversation scoped to one table. You choose the table, the columns to include, the privacy mode, the AI provider, and the language once at creation. Every question you ask in that chat works within those settings.
When you submit a question, AskEdi first determines what kind of answer is needed. Questions that can be answered from data produce a query, which Edilitics executes against your source in real time. The AI then receives the result, along with the context your privacy mode approved, and writes the response. Questions that fall outside what the selected table and columns can answer come back as a plain-language explanation with guidance on what to ask instead.
The AI never connects to your database directly. Queries are validated as read-only before they run.
Response Types
Every response has an action bar beneath it. What appears in the bar depends on the type of response.
Narrative responses cover questions about trends, comparisons, drivers, and summaries. The response is structured text with a heading, supporting analysis, and a conclusion.
Decision Intelligence responses appear when you ask what to do or where to focus. Instead of a descriptive answer, AskEdi drills into the strongest opportunity or risk in your data and ends with a concrete recommended action, supporting evidence, a scenario-based upside or risk, a confidence level, and a validation metric.
Chart responses appear when a visualisation communicates the result better than text. AskEdi generates the chart automatically and includes a brief description of what it shows. You can open the data table behind the chart, export the chart as an image, or export the underlying data as CSV.
Out-of-scope responses appear when the question cannot be answered with the selected table and columns. AskEdi explains why and suggests what to ask instead. No analysis credit is consumed.
Response action bar
| Action | What it does |
|---|---|
| Analysis | Opens the query panel: shows the query the AI generated and the query Edilitics executed. In Private mode, these differ because column names are anonymized for the AI and rewritten before execution. You can copy either query. |
| Latency | Shows how long the AI provider took to generate the response, and how long Edilitics took to execute the query and assemble the result. |
| Speak | Reads the response aloud in the chat language. Click again to stop. |
| Like / Dislike | Sends feedback on the response. |
| Copy | Copies the narrative text of the response. |
| Download | Opens the export menu: PDF and PPT for all responses, CSV and chart image for chart responses. |
Follow-up suggestion
At the bottom of every response, AskEdi suggests one related question based on what it just found. Clicking it submits that question immediately and consumes one analysis credit, the same as typing it yourself. You can ignore it and type your own question at any time.
Starter Suggestions
When a chat opens, AskEdi generates four suggested questions tailored to the table and columns you selected. The suggestions appear under the Suggestions button in the input area. Two are narrative-type questions focused on trends, comparisons, or summaries. Two are chart-type questions suited to visualisation.
The suggestions are grounded in your actual schema and generated at chat creation time using your organisation's industry context and your role. They are a starting point. You can click one to submit it immediately, or ignore them and type your own question.
Persona-Aware Responses
AskEdi tailors its language, framing, and suggested questions to the role and industry on your profile. A CFO gets responses framed around margin, forecasting, and capital allocation. A Data Analyst gets analytical terminology and interpretability-focused answers. A Sales Manager gets pipeline and conversion framing.
The role used is the Job Title set on your user profile, combined with your workspace's industry. Both are set during onboarding and apply to every chat you create.
If your job title does not reflect how you actually use AskEdi (for example, you set "CEO" during signup but work as a data analyst), responses and suggestions will feel misaligned. Update your job title in your user profile settings. Changes apply to new chats from that point forward. Existing chats keep the persona they were created with.
How to Start a Chat
Open AskEdi and click New Chat
Open the AskEdi module. Click New Chat to open the chat setup panel.
Select an integration and table
Choose the integration that contains the data you want to analyse. Then pick the specific table. AskEdi works with one table per chat. You can preview the table's DQ score and column count before confirming your selection.
If the integration you need is not listed, go to the Integrate module to connect it first.
Select columns
Choose which columns to include. Column insights must already exist for the table before you can proceed. The number of columns you can select depends on your plan: 50 on Launch and during the evaluation, 100 on Scale, 200 on Pinnacle.
Exclude any columns that contain PII or data not relevant to your analysis. The columns you select are the only ones the AI can reason about for this chat.
Choose a privacy mode
Select the mode that controls what context the AI receives for every question in this chat.
Column names are anonymized before being sent to the AI. The AI reasons about structure and column descriptions without knowing what the columns are called. Use this when column names themselves are sensitive.
Real table and column names are shared, along with column descriptions and data quality statistics. No sample values are sent. Use this for everyday internal analysis where column names are not sensitive.
Everything in Balanced, plus the most frequent values per column and the previous analysis result as context for follow-up questions. Use this when categorical distributions affect the accuracy of the analysis.
The privacy mode cannot be changed after the chat starts. To use a different mode, start a new chat.
Choose an AI provider and language
Select which AI provider to use for this chat. Provider availability depends on your plan tier.
| Provider | Available on |
|---|---|
| OpenAI | All paid plans |
| DeepMind | Scale and Pinnacle |
| Anthropic | Pinnacle only |
Select the language for AI-generated responses: English, Hindi, Marathi, or Tamil.
Start the chat
Click Start Chat. Type your question and press Enter. Each question that produces an analysis consumes one analysis credit.
Asking Questions
The input field accepts up to 800 characters. Type your question in plain language.
Type @ in the input field to open the column picker. Each column is shown with its name, data type, and the description written when column insights were generated. You can filter by column name or by description text, which is useful when you remember what a column contains but not what it is called. Selecting a column inserts it directly into your question. This matters because multiple columns can hold similar-sounding data: inserting the exact column name removes ambiguity and gives the AI a precise field to query rather than having to infer from your words. In Private mode, the picker also shows the anonymized alias alongside the real name so you always know what you are referencing.
You can also use voice input. Click the microphone icon to start recording. AskEdi transcribes your speech into the input field. Review the transcription before submitting. Voice input never submits automatically.
The Chat Card
Every chat you create or have access to appears as a card on the AskEdi home screen. The card shows:
- The AI provider used for the chat
- The number of messages in the conversation
- The language the chat is in
- A preview of the last message or the most recent follow-up suggestion
- The source integration and table the chat is connected to
- The privacy mode the chat was created with
- When the chat was last active
- The creator's initials (on shared chats you did not create)
Hover over a card to reveal the action menu.
Card actions
| Action | Who can use it | What it does |
|---|---|---|
| Continue Analysis | Owner only | Opens the chat and lets you submit new questions |
| View Chat | Shared viewers | Opens the chat in read-only mode |
| Download PDF | Owner and shared viewers | Downloads the full conversation as a PDF |
| Download PPT | Owner and shared viewers | Downloads the full conversation as a PowerPoint file |
| Share | Owner only | Shares the chat with workspace members as view-only |
| Delete | Owner only | Permanently deletes the chat |
Continuing a Previous Chat
AskEdi preserves every chat. Open a previous chat from the home screen to read through the full conversation. If you are the owner, click Continue Analysis to pick up where you left off. The table, columns, privacy mode, provider, and language settings remain exactly as you set them when the chat was created.
Privacy and Governance
The AI never accesses your database. It receives only the metadata and context your privacy mode approved. Your source credentials are decrypted only at query execution time and are never sent to the AI.
Every query is validated as read-only before execution. Queries must begin with SELECT or WITH. Any query containing a mutation keyword or a semicolon is rejected with an error. This applies even if your underlying database connection has write permissions.
Data never leaves your source systems. Queries run live against your source. Results are returned directly to your session and are not staged, copied, or extracted.
One table per chat. Scoping each chat to a single table prevents cross-source leakage and makes every query fully auditable.
Every action is logged. Chat creation, questions submitted, mode selections, provider choices, and shares are all recorded with timestamp and user ID for governance review.
Analysis Credits
Each question that produces an analysis consumes one credit. Clicking a follow-up suggestion also consumes one credit. Out-of-scope responses do not consume credits.
Credits reset at the start of each billing cycle. On Team plans, credits are pooled across the workspace.
| Plan | Individual | Team (pooled) |
|---|---|---|
| Evaluation | 20 over 14 days | 20 over 14 days |
| Launch | 40 per month | 40 per seat per month |
| Scale | 80 per month | 80 per seat per month |
| Pinnacle | 120 per month | 120 per seat per month |
Adding your own API key (BYOK) doubles your workspace's credit allocation the first time a key is configured. Additional providers do not double again.
You can purchase non-expiring add-on credit packs from your workspace billing settings at any time. Once your monthly allocation runs out, AskEdi draws from purchased packs automatically.
See Analysis Credits for the full breakdown including add-on pack pricing.
Sharing and Collaboration
You can share any chat with workspace members as a view-only link. Shared viewers can read the full conversation, view all charts, download the chat as PDF or PPT, and export chart data as CSV. They cannot submit new questions.
| Capability | Owner | Shared viewer |
|---|---|---|
| View the conversation | Yes | Yes |
| View charts | Yes | Yes |
| Download PDF or PPT | Yes | Yes |
| Export chart data as CSV | Yes | Yes |
| Submit new questions | Yes | No |
| Continue the chat | Yes | No |
Frequently Asked Questions
Next Steps
Privacy Modes
What each mode sends to the AI, the full context options breakdown, and how Private mode handles query rewriting.
Decision Intelligence
How AskEdi handles questions about what to do or where to focus, with structured analysis and a recommended action.
Analysis Credits
How monthly credits are allocated, pooled on Team plans, doubled with BYOK, and topped up with add-on packs.
Charts and Visualizations
Chart types AskEdi generates, the data table behind each chart, and export options.
Need help? Email support@edilitics.com with your workspace, job ID, and context. We reply within one business day.
Gauges for Target Performance
Visualize progress towards a goal with Gauge Charts (Speedometer). Instantly show if a metric is in the safe, warning, or critical zone.
Privacy Modes
How Private, Balanced, and Full Context modes control what AskEdi sends to the AI, and how each mode affects response accuracy.