ScalerDeep — Boss asks for numbers in the room — the team is still digging through Excel

ScalerDeep Engine targets real enterprise pain: meetings waiting on reports, frontline overloaded by repeat questions, tokens that still can’t touch the real DB. Ask for business data in plain language, land results on a Wisdom Dashboard, auto-reply 24/7 — less time, ~70% fewer tokens, no missed replies, fewer mistakes, smarter over time. Energy & environment, B2B, retail, law firms, and more.

Four pains almost every growing company hits

  • One business question shouldn’t burn half a day：Teams chase numbers in chat; leaders wait on BI slots — the window closes. Ask for KPIs, tickets, inventory or monitoring data and get answers in seconds. IT stops being a data-fetch desk.
  • Repeat questions fill every shift — and still overflow：Status checks and policy explainers eat most of the day; overtime rises, satisfaction drops. Live DB for facts, your docs for policy — the system holds the peak; humans take hard cases.
  • One invented reply — complaints and compliance risk：Generic models don’t know your SOPs and compliance rules; one wrong answer becomes a ticket or a risk. Answers must come from your manuals and FAQs — traceable and accountable.
  • Pre-sale one stack, after-sale another — leads die in the gap：Chats end with no lead capture; order lookup jumps systems; reviews mean screenshotting chat logs. One assistant from product Q&A to order lookup.

Solutions

Help center

Frequently asked questions

We already bought an LLM / tokens — do we still need ScalerDeep?
Yes, if you already feel this: you can chat but can’t query the real business DB; meetings still wait on exports; peaks still mean hiring; dashboards don’t match ops. Tokens buy conversation — DB, permissions, reusable questions, dashboard, IM embeds and auto order lookup are the last miles. ScalerDeep fills those miles — it doesn’t sell another barrel of tokens.
Can I query business data without writing SQL?
Yes. Ask like you would a colleague — e.g. "What's East China GMV this month?" — and get answers within your approved business scope. If that phrasing isn't configured yet, the system tries to auto-learn; safe temporary lookup when needed; successful patterns can be saved. All queries are read-only.
Which LLMs are supported?
OpenAI-compatible APIs plus DeepSeek, Zhipu GLM-5 / GLM-4.7, Qwen 3.7 / Qwen3, Volcengine Ark, Ollama and other leading models. In AI Settings, bind API keys in guided setup and upgrade to the latest recommended versions in one click — switch chat and embedding models per bot.
How do I embed on web, mini apps, or enterprise IM?
Create an embed channel in the bot console, copy the App Key and snippet for web / H5 / mini apps / App — or configure WeCom, DingTalk, Feishu (stream or webhook) and personal WeChat QR connect. Configure once, publish everywhere.