Autonomous data discovery
Find what your data is hiding, before anyone thinks to ask.
DecisionBox connects read-only to your data warehouse. Its AI agents decide what to investigate, write and run their own SQL, and check every number with a second query before they report it.
- Read-only: nothing is written or copied
- Every figure checked twice
- Self-hosted, with your choice of AI model
Where it hurts today
The problems DecisionBox is built for
Nobody asked the right question
Important patterns stay in the warehouse because no one thought to look.
A backlog that never clears
Analysts hold a list of exploratory questions they never reach.
AI answers you cannot check
Numbers arrive with no way to see where they came from.
Findings that go nowhere
An insight without a segment, an impact and next steps does not become action.
What it does
Everything DecisionBox covers
- Autonomous discovery runs
- The agent forms its own hypotheses, writes the SQL, reads the results and chooses what to look at next.
- Schema discovery
- Enter credentials and the agent learns the tables by itself. No SDK, migration or pipeline change.
- Playbooks
- Industry context in plain language: the areas, metrics and segments that matter to you.
- Self-healing SQL
- A failed query is diagnosed and rewritten for the warehouse in use.
- Learning across runs
- Each run builds on earlier discoveries and on your feedback.
- Insight validation
- Each figure in a finding is queried again independently. What does not match is corrected or dropped.
- Validated insights
- A severity, a one-line headline, the rows affected, a confidence score and the exact SQL.
- Full transparency
- Every query, reasoning step and decision is logged and can be watched live.
- Recommendations
- Each insight comes with an action: priority, target segment, expected impact, effort and steps.
- Ask
- Plain-language questions about your data and its findings, with the steps shown. Enterprise edition.
- Schedules and notifications
- Daily, weekly or monthly runs, with results sent to Slack or by email. Enterprise edition.
- Discovery ledger
- What has been explored, what remains and the status of every finding. Enterprise edition.
- Read-only access
- Only SELECT queries run. The data stays in your warehouse.
- Data governance
- Sensitive columns are hidden from the AI, blocked in queries and redacted in results. Enterprise edition.
- Sign-on and roles
- Any OIDC identity provider, three roles, and isolation between organisations. Enterprise edition.
- Audit log
- Every request tied to a person, searchable and exportable. Enterprise edition.
- Choice of AI model
- Claude, OpenAI, Gemini, AWS Bedrock, Azure AI Foundry, or a model run locally.
How it works
From first connection to steady state
Connect
Choose your warehouse and enter read-only credentials.
Describe
Pick a playbook or write your own in plain language.
Run
The agent explores unattended, and every query can be watched.
Validate
Each number is queried again. What fails is corrected or discarded.
Act
Every insight arrives with a prioritised recommendation.
Each run builds on earlier discoveries and on your feedback.
Where it is used
What teams use DecisionBox for
Banking and wealth
Early warning of client attrition across deposit, advisory and transaction data.
Telecom
Revenue drift, plan moves and churn signals across billing, CRM and network data.
Retail and ecommerce
Channels, products, stores and loyalty read together.
Marketing
Which channels keep customers, and which cohorts leave.
Sales and revenue operations
Account traits that predict expansion, and usage signals that come before non-renewal.
Data teams
The backlog of exploratory questions, worked through overnight.
Figures as published by DecisionBox.
Works with
What it connects to
Deployment
Where it runs
Self-hosted. Credentials and data stay in your environment.
With Channel Nexus
Talk to someone who knows DecisionBox
One call, several technologies
On the booking page you choose DecisionBox and any other technology you want to hear about.
A consultant first, the vendor when it helps
A Channel Nexus consultant takes the call and brings in DecisionBox's own specialists for the detail.
A time that suits you
You pick the time. If a consultant cannot make it, we propose other times that suit you.