Knowledge-backed answers
Organize approved website content, documents, policies, service details, and FAQs so answers can be grounded in sources the business owns and reviews.
F09 Tech builds business chatbots that answer from approved information, qualify inquiries, collect the right context, connect to useful workflows, and hand customers to a person when judgment is needed.
Chatbot experience map
Clear scope, useful answers, controlled actions, and accountable ownership
AI chatbot services
A useful chatbot needs more than a model and a chat window. We design the knowledge, questions, actions, boundaries, handoffs, measurement, and ownership that turn a demo into a dependable business experience.
Organize approved website content, documents, policies, service details, and FAQs so answers can be grounded in sources the business owns and reviews.
Design questions that identify intent, collect relevant details, explain next steps, route requests, and avoid making promises the business cannot support.
Connect validated conversations to approved actions such as scheduling, CRM records, support tickets, notifications, forms, or structured follow-up.
Define sensitive topics, tool permissions, escalation conditions, privacy expectations, refusal behavior, logging, review, and transfer to a person.
How the engagement works
We begin with customer intent and the business outcome, then define approved knowledge, conversation paths, connected actions, risk controls, testing, and ongoing ownership.
Identify the audience, recurring questions, lead or support goals, existing content, systems, and handoff expectations.
Define knowledge sources, conversation paths, required fields, response boundaries, actions, and human escalation.
Configure retrieval, prompts, integrations, access controls, analytics, alerts, and the customer-facing experience.
Evaluate common, ambiguous, sensitive, out-of-scope, and adversarial questions before exposing the chatbot to customers.
Review unresolved questions, failed handoffs, content gaps, conversion signals, and risk events on an agreed schedule.
What gets delivered
The implementation includes the operational documentation needed to maintain content, review conversations, manage integrations, and improve the experience after launch.
OWASP guidance on prompt injectionOWASP identifies direct and indirect prompt injection as important risks for language-model applications. We treat chatbot inputs as untrusted, limit access, test boundaries, and design human oversight around the use case.Good fit signals
Chatbot development is most valuable when the business receives repeat questions, loses after-hours website inquiries, or needs a consistent way to collect context before a person follows up.
Common questions
A chatbot can answer common questions, explain services, collect lead details, qualify inquiries, guide customers to the right resource, schedule an approved next step, create a support request, and hand the conversation to a person with useful context.
The approved source set can include website pages, service documents, policies, FAQs, product information, and selected internal knowledge. We define which sources are authoritative, who owns updates, and what the chatbot should not answer.
The design narrows the chatbot's purpose, grounds answers in approved sources, adds response boundaries, limits tool access, tests realistic and adversarial questions, and creates clear human handoff paths. AI output still requires ongoing review and improvement.
Yes, when the platform provides a suitable integration or API. A scoped workflow can pass validated lead details, create records, check approved availability, schedule appointments, open tickets, or notify the right team without exposing unnecessary access.
Yes. Human handoff should be designed from the beginning. The chatbot can offer contact options, route high-value or sensitive conversations, collect context before transfer, and clearly explain when a person will follow up.
Start with the questions customers ask, the details your team needs, and the point where a person should take over. We will map the smallest valuable chatbot and its safest path to launch.