See results from day one
Standard onboarding takes 4-8 weeks. We've broken it into four phases, each with clear deliverables — so you always know where you stand.
- Week 1 01
Discovery
Understand your business and existing assets
01Business interview
We dive deep into your service flows, internal knowledge usage, and main pain points.
02Knowledge audit
We catalog where your knowledge lives today (Confluence, Google Drive, SharePoint, etc.).
03Channel & integration scope
We confirm which channels AI service deploys to, and which internal systems to integrate.
04Define success metrics
Together we set measurable KPIs (automation rate, average response time, etc.).
Deliverable Requirement spec + onboarding timeline - Week 2-3 02
Knowledge buildout
Centralize and structure your scattered knowledge
01Connector setup
Based on your sources, we activate the relevant connectors and complete authorization.
02Knowledge sets
By department, use case, and permission group, we establish independently manageable knowledge sets.
03Permission matrix
We define which sets are internal, which are external-facing, and the access rights of each role.
04Quality review
We identify outdated, conflicting, or missing content and help you build maintenance workflows.
Deliverable Fully built knowledge base + permission matrix - Week 4-6 03
AI tuning
Teach AI to speak in your voice and act on your behalf
01Voice & tone
We tune AI's tone, vocabulary, and structure to match your brand.
02Routing rules
We define when AI handles autonomously vs. when it routes to a human agent.
03Custom tooling (optional)
MCP tools developed on demand, so AI can submit leave requests, open tickets, query orders, etc.
04Closed beta
Internal testing in a controlled environment — we collect feedback and iterate.
Deliverable Production-ready AI assistant + beta report - Week 7+ 04
Launch & operate
Continuously refine — AI gets sharper the more it's used
01Go-live
Roll out progressively to target user groups; gradual launch reduces risk.
02Quality monitoring
Knowtopus auto-tracks key conversation metrics and alerts on anomalies in real time.
03Optimization loop
Human reviewers audit edge cases, feedback writes back into the rule library, AI behavior improves.
04Expansion
Once one use case proves out, expand to other departments, channels, and systems.
Deliverable Production environment + monthly quality report
You won't go live alone
From the first discovery call to post-launch iteration, Muchshar' technical team is with you the whole way.
Dedicated technical contact
Each customer has a named technical contact — Slack, phone, email, all available.
Bi-weekly review
After launch, we review operational metrics with you every two weeks to drive optimization.
Training
Comprehensive training for your admins and content maintainers.
Zero-downtime upgrades
Knowtopus updates continuously — your environment stays current with no service interruption.
What you might be wondering
Our knowledge is scattered everywhere — do we need to clean it up before onboarding?
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No. Knowtopus connectors read from your existing sources (Confluence, Google Drive, etc.) — no migration required. During onboarding we help identify what needs strengthening.
How is data security ensured?
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Your knowledge, conversations, and customer data stay in your environment. The LLM service can be private or authorized cloud, and we handle data in accordance with your enterprise's security policies.
How big a technical team is needed?
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Discovery needs 1-2 business owners; our IT will assist with all connector setup. Far less coordination than a typical CRM or ERP rollout.
Can we start small?
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Recommended. We encourage starting with one clear use case (e.g., HR Q&A, a specific product line's customer service). POC typically shows results in 2-4 weeks.
Can it integrate with our existing customer service platform?
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Yes. Knowtopus is designed as a middleware layer that plugs into your existing tools — no replacement needed.
Want a custom evaluation for your organization?
30-minute discovery call — let's explore how Knowtopus fits your needs.
Request a demo