- Getting Started
How Long Does It Take to Build an AI Assistant for Your Business?
Three weeks? Three months? The honest answer depends on a few variables. Here's what the timeline looks like and what affects it.
Sergii Khlivnenko
Founder, CONSYSTEAM
“How long will this take?” is usually the second question business owners ask us, right after “how much does it cost?”
The honest answer: most projects go live in 3–4 weeks. But there’s variation, and understanding what drives it helps you plan.
The Standard Timeline
Here’s what a typical Starter or Business deployment looks like:
Week 1 — Discovery We have a kick-off call (1 hour) where you explain what the assistant needs to answer and for whom. We review your documents, identify gaps, and finalize the scope. You don’t do much technical work — mostly we need document access and your time for the call.
Weeks 2–3 — Build and Testing We build the assistant, train it on your documents, and connect it to Slack, Telegram, web chat, or wherever it will live. At the end of this phase, you and your team test it with real questions. We use your feedback to tune accuracy and coverage.
Week 4 — Refinement and Launch We address testing feedback, run final quality checks, and deploy the live system. We monitor performance for the first few days after launch to catch anything the testing phase missed.
What Makes It Faster
Clean, current documentation. If your documents are well-organized, up to date, and in accessible formats, we can move through Week 1 quickly and spend more time on quality.
Clear scope. Projects with a well-defined use case — “answer customer questions about our return policy and product specs” — move faster than open-ended ones. You don’t need to know exactly what you want on day one, but the clearer you are, the faster we move.
Responsive feedback. The testing phase requires your team to ask real questions and tell us what’s working and what isn’t. Teams that engage actively with testing get better results faster.
What Slows It Down
Missing documentation. If the information the assistant needs to answer doesn’t exist in writing yet, we need to wait while you create it, or descope to what’s available.
Multiple decision-makers. When approval requires buy-in from several people across an organization, feedback cycles take longer. Not a problem — just a reality to plan for.
Complex integrations. Connecting the assistant to Slack or a standard web chat is straightforward. Custom integrations with your CRM, ERP, or proprietary systems add time depending on complexity.
Regulated industries. If your project requires GDPR documentation, compliance review, or security assessments (common in healthcare and finance), build in extra time.
What About the Pilot Option?
We offer a paid pilot for businesses that want to validate the concept before committing to a full build. The pilot uses a subset of your documents and gives you a functional assistant to test with a small group.
A pilot typically runs 1–2 weeks and costs less than the full project. If you proceed, the pilot cost is deducted from the project price.
Enterprise Timelines
Enterprise projects — with custom infrastructure, compliance requirements, or multiple departments — are scoped individually. A simple Enterprise deployment might still complete in 5–6 weeks; a complex multi-department rollout with on-premise deployment could take 8–12 weeks.
We scope this precisely during discovery, so you have a reliable timeline before any work begins.
After Launch
The assistant doesn’t require significant ongoing time from your team. We handle maintenance, monitoring, and updates as part of the support period.
Your main ongoing commitment: keep your documents current. When you update a policy or add a new product, the assistant picks it up automatically. If you add entirely new document categories, let us know so we can ensure they’re properly integrated.
Book a free consultation to get a specific timeline estimate for your project.
See what we built. Then decide if it fits.
No concept decks.