Enterprise analytics that charges
per question is a tax
on your team thinking.
Most enterprise analytics platforms charge per query, per token, or per seat with usage caps. The more your team uses the system, the more you pay. That incentive is backwards. ADAT is flat. Seat-based. Unlimited questions. Deployed in your infrastructure. Governed by your policies.
Enterprise analytics pricing
punishes engagement.
When executives are charged per question, they stop asking follow-up questions. The third question — the one that reveals the real insight — never gets asked because it costs money. ADAT charges per seat, not per question. Curiosity is free.
The per-query tax
AI analytics platforms increasingly charge per query, per token, or per computation. An executive who asks twenty follow-up questions in a single session generates a bill. Organisations start rationing questions. That defeats the entire purpose of analytics.
The stack cost
Most enterprises run three to five analytics tools simultaneously — data prep, BI, AI querying, reporting, and collaboration. Each has its own licence, its own renewal, its own administrator. ADAT replaces the entire stack at a fraction of the combined cost.
The governance gap
Enterprise analytics tools produce answers. They rarely produce the same answer twice, and almost never produce a traceable audit trail that satisfies a regulator or an internal auditor. ADAT certifies every answer with a permanent record.
Typical enterprise analytics vs
ADAT enterprise deployment.
| Characteristic | Typical enterprise analytics | ADAT Enterprise |
|---|---|---|
| Pricing model | Per query, per token, or capped seats | Flat seat-based — unlimited questions |
| Number of tools required | 3–5 — prep, BI, AI, reporting, collaboration | One — prepare, visualise, ask in one workspace |
| Infrastructure | Vendor cloud — your data leaves | Your cloud, your servers, or desktop |
| Governance and audit | Logs available — not answer-level audit | Every answer certified with full audit trail |
| Non-technical user access | Training required — often IT-mediated | Designed for non-technical executives |
| Reproducible results | Not guaranteed across sessions | Deterministic — identical results every run |
| Implementation time | Months — pipeline, training, configuration | Upload and start — minutes to first insight |
| Total annual cost | Six figures for a full analytics stack | Custom seat-based — typically saves 6 figures |
Analytics that scales
with your organisation.
Seat-based. Flat. Predictable. Deployed in your infrastructure with full governance from day one.