AI Chatbot · Built with you

Production-Ready AI Chatbot, Ellie, Grounded in Your Content and Built for Your Business, Ready in weeks.

The OST AI Assistant, Ellie, gives visitors accurate, multilingual answers using your approved website content, documents, FAQs, policies, product information, and other trusted knowledge sources. It can guide users, answer routine questions, and hand off sensitive or complex conversations to your team when human support is needed.

Start with a proven AI Assistant and tailor its knowledge, workflows, integrations, tone, guardrails, and user experience to your organization. Available as a managed subscription or one-time purchase with full source-code ownership.

Live walkthroughNo commitmentAsk us anything

Trusted by organizations in healthcare, government, education, and nonprofit

Why this OST AI Assistant, Ellie is different

Six things OST Chatbot does that generic ones don't.

The LLM is only the starting point. What makes an AI Assistant useful in the real world is everything built around it—your data, guardrails, compliance, human handoff, analytics, and control.

OpenSource Technologies (OST) combines powerful Artificial Intelligence with the safeguards and transparency organizations need to put it in front of real customers, patients, students, residents, and employees with confidence.

Compliance you can prove.

Section 508 and WCAG 2.1 AA conformant, with sensitive-data redaction, role-based access controls, and audit logs that give procurement, security, and legal teams clear evidence of compliance. Guardrails are configured to the regulations your sector answers to — HIPAA, FERPA, PCI, GDPR, or CCPA — and compliance reporting keeps you audit-ready without manual effort.

Own the code, not the license.

Choose self-hosted or OST-managed deployment. Source code and Docker images transfer at final payment, giving you control over infrastructure, data, and future changes. No vendor lock-in ensures you can modify, extend, or migrate the system anytime. Full deployment flexibility allows integration into existing cloud or on-prem environments.

Speak your visitors’ language.

The AI Assistant detects each visitor's language and replies in it — even when your source content exists only in English, so you get multilingual support without translating your entire knowledge base. It switches instantly mid-conversation: if a visitor moves from English to Spanish, the assistant follows without losing the thread. Regional variants and your organization's preferred terminology are configurable, so answers sound natural and on-brand in every language.

Knows when to stop—and hand off.

Confidence thresholds tell the assistant when to answer, clarify, refuse, or escalate — so it stays quiet rather than guessing when it isn't sure. When a person steps in, the full conversation carries over, so the visitor never repeats themselves and your staff start with the context already in hand. You set the rules for what always goes to a human, whether that's a billing dispute, a policy exception, an urgent request, or anything your team needs to own.

Grounded in your data—not the open web.

The AI Chatbot, Ellie, is grounded in the data library you provide, including your website, FAQs, PDFs, policies, documents, help-center content, databases, and approved external sources. It retrieves answers from this controlled knowledge environment, helping keep responses relevant to your organization. Source citations improve transparency, while retrieval-based grounding reduces hallucinations and makes updates easier as your content changes.

Measure outcomes, not conversations.

Track conversations, topics, handoffs, usage, and recurring questions. See where visitors struggle, what gets resolved, and where your content needs improvement. Analytics dashboards highlight trends in user intent and support demand. Data-driven insights help optimize both AI responses and underlying documentation.

The control center behind every conversation

Manage, monitor, and continuously improve your AI Chatbot, Ellie.

Your visitors see a simple conversation. Your team gets the control behind it. Manage knowledge, review conversations, understand customer context, identify gaps, measure performance, test changes, and control how the AI behaves—all from one centralized backend.

Knowledge & answer quality

Control what your AI knows — and keep making it better.
  • Any source you already have — websites, PDFs, documents, FAQs, policies, help-center articles, databases, and approved third-party sources.
  • Decide what the assistant reads — include or exclude specific URLs, pages, sections, or file types, so internal drafts and outdated pages never reach a visitor.
  • FAQ management in bulk — import, create, edit, approve, and organize answers from one screen, and promote recurring questions into permanent FAQs.
  • Sources that stay current — check the status of every source and reindex any of them the moment your content changes.
  • A citation behind every answer — see exactly which page, document, or FAQ the assistant drew from.
  • Department views — give each team its own conversation queue, so support, admissions, or billing staff see only the conversations that belong to them.
  • Gaps surfaced automatically — questions the assistant couldn't answer confidently are collected and clustered, so you can see what's missing in your content instead of guessing.

Conversations & customer context

See every conversation, and give your team what it needs to step in.
  • Complete conversation history — every chat is stored in full, so your team can open any transcript from the first message to the last, including earlier conversations from visitors who come back.
  • Handoff into whatever you already use — your live chat widget, helpdesk, ticketing system, email, or your own internal process. Your team doesn't learn a new tool, and the visitor doesn't repeat themselves.
  • Department views and routing — each team sees its own queue, and conversations reach the right one based on topic, customer profile, or rules you set.
  • Status you can act on — answered, pending, escalated, or whatever stages your team already works in.
  • Search, filters, and tags — find any conversation by keyword, topic, visitor, department, date, status, or a label of your own.
  • Internal notes — staff can leave private comments for follow-up, review, or a colleague picking up the thread tomorrow.
  • Customer context from your systems — name, email, account, plan, location, and customer type come in from your CRM or business systems, limited to the data your organization has approved.
  • Conversation summaries — a short recap of what came before, so nobody reads a full transcript just to catch up.
  • Language and location awareness — the assistant remembers a visitor's language preference and uses location context where it matters.

Dashboards & reporting

Analytics your team will actually open — what visitors ask, how the assistant performs, and what it costs to run.
  • Conversation volume — totals by day, week, month, or any period you choose, and where each conversation ended up: answered, pending, or escalated.
  • Resolution and handoff — how many conversations the assistant closes on its own, and how often your team is pulled in.
  • What visitors actually ask — the products, services, policies, and issues that come up most, and how those shift week to week as your business changes.
  • Knowledge gaps — the questions the assistant couldn't answer confidently, grouped by topic, so you know exactly what content to write next.
  • Why the assistant did what it did — whether it answered, clarified, refused, or escalated, and what triggered it: low confidence, a sensitivity rule, or the visitor simply asking for a person.
  • Language usage — which languages your visitors use, and how often.
  • Cost and token usage — input and output consumption with estimated spend, broken down by period, assistant, model, or deployment.
  • Where to spend less — the high-token conversations, repetitive prompts, and workflows worth tightening before your bill grows.
  • Filters you control — slice any of this by date, topic, language, channel, status, or a dimension you define.
  • Reports you can send on — export any view to PDF or CSV, or schedule a recurring summary that lands in the right inboxes without anyone logging in.

Governance & control

Control who can get in, what the assistant knows, and keep a record of everything it does.
  • Admin access only — the backend sits behind its own login with no public route in. Visitors interact with the assistant; nobody else touches the system.
  • Role-based access — managing the knowledge base and settings requires an admin role, so a staff member reviewing conversations can't change how the assistant behaves.
  • Security enforced at the database, not just the screen — row-level security applies to every table, so permissions hold even if someone reaches past the interface.
  • Your instance, your data — each client runs on fully separated infrastructure. Your content, conversations, and configuration are never pooled with another organization's.
  • Knowledge base versioning — every change to what the assistant knows is saved as a version, so you can roll back to an earlier state if an update causes problems.
  • Behavior you define — predefined prompt instructions shape how the assistant responds, and different categories of question can follow different rules.
  • A traceable record of every answer — each interaction is logged with a timestamp, category, and the model that produced it, so you can trace any response back to the exact knowledge base version behind it.

By the numbers

Proven results. Delivered at scale.

30%

Support hours saved

40%

Increase in assisted conversions

50%

Faster customer response times

60%

Fewer human escalations

Two Ways to Buy the OST AI Assistant

Choose the model that fits how you want to operate and own your AI Assistant, Ellie.

Start with the same production-ready OST AI Assistant, Ellie, then choose a managed subscription for hands-off operation or a one-time purchase for full ownership and self-hosting.

Option 1 · Affordable & fully managed

Managed subscription (Affordable & Fully Managed)

We run it. You focus on your visitors.

Choose a monthly or annual subscription and let OST monitor, maintain, and update your AI Assistant. Your team manages the content while we handle the infrastructure and ongoing operation.

Best for: organizations that want predictable costs and minimal technical overhead.

Includes:

  • 24/7 monitoring and uptime support
  • Regular upgrades and maintenance
  • Security & performance checks
  • Your chatbot trained on your content library

Option 2 · Full ownership

One-time ownership

Pay once. Own the product. Run it your way.

Purchase the OST AI Assistant, Ellie, as a self-hosted product and deploy it on your own AWS, Azure, GCP, or other supported infrastructure. Once the final payment is complete, the source code and deployment package transfer to your organization.

Best for: organizations that want greater control, long-term ownership, or their own hosting environment.

Includes:

  • Full source code
  • Docker deployment package
  • Infrastructure definitions
  • Deployment on your cloud
  • No seat-based license
  • Full IP transfer on final payment
  • Optional ongoing maintenance

OpenSource Technologies AI Chatbot plans and pricing

Managed subscription

Managed subscription plans and pricing
EssentialStandardPremiumCustom
Annual subscription $30,000$80,000Custom pricing
One-time setup $10,000$25,000Talk to sales
Year 1 total $40,000$105,000Custom quote
Conversations / month 3,00020,000Custom volume
Content sources Up to 2UnlimitedCustom
Pages indexed Up to 2,500Up to 20,000Custom
CCC support hours / month 512Custom
Setup integration hours included 1560Custom

From day 1 to day 90

By day 1 you have a login. By day 90 you own the code.

The fastest path from "we're considering AI" to "we have an AI chatbot in production". No quarterly procurement cycles.

01Day

Sandbox login.

Real bot. Your branding. We co-tune accuracy in week one.

21Day

Working chatbot.

Live on staging with your knowledge ingested. Your team tests, breaks, reports.

60Day

Production launch.

Live on your site. Confidence-gated handoff. Audit logs flowing.

90Day

Full IP transfer.

On final payment, full source code and Docker images transfer to you.

Six places generic AI fails

Real conversations. Generic AI breaks. OST AI Assistant doesn't.

Six questions your chatbot will be asked this quarter. The wrong answer hurts your brand. The right answer earns trust.

Generic AI

  1. Visitor: “What’s my appointment time tomorrow?”

    Generic AI: Hallucinates a fake time. Sounds confident.

  2. Visitor: “Hablas español?”

    Generic AI: Replies in English. Or in machine-translated Spanish that breaks brand voice.

  3. Visitor: “I need crisis support.”

    Generic AI: Generic refusal. Or worse, generic advice. No human handoff.

  4. Visitor: “Does this part fit my 2019 Polaris?”

    Generic AI: Doesn’t know your catalog. Guesses.

  5. Visitor: “Cancel my reservation for Friday.”

    Generic AI: Tells the user to call. Or claims to have done it.

  6. Visitor: “What’s your refund policy on orders over $500?”

    Generic AI: Makes up a policy. Confidently. No source.

Ellie – Your AI Assistant

  1. Visitor: “What’s my appointment time tomorrow?”

    Ellie: Looks it up in your system, returns the real time, includes location and prep instructions.

  2. Visitor: “Hablas español?”

    Ellie: Detects Spanish, replies in Spanish, with the same brand-voice guardrails.

  3. Visitor: “I need crisis support.”

    Ellie: Crisis protocol. Human routed in seconds. Hotline numbers surfaced. Logged for clinical review.

  4. Visitor: “Does this part fit my 2019 Polaris?”

    Ellie: Looks up fitment in your real catalog. Returns the SKU, confirms fitment, links to the product.

  5. Visitor: “Cancel my reservation for Friday.”

    Ellie: Authenticates the visitor, performs the cancellation in your booking system, sends confirmation, logs to audit.

  6. Visitor: “What’s your refund policy on orders over $500?”

    Ellie: Quotes the policy from your help center, cites the source page, offers to escalate for a specific order.

  • Protects your brand with accurate, safe answers
  • Resolves more issues without human handoff
  • Works in any language with consistent tone
  • Grounded in your data, not made up
  • Built for trust, compliance & results

Built for your industry, ready for your visitors

Designed for the conversations your visitors actually have.

Across six industries, the OST AI Assistant, Ellie, is configured around the questions, workflows, compliance requirements, and customer expectations unique to each sector. It is trained on the data library you provide, including your website, documents, FAQs, policies, product information and other approved knowledge sources. Every industry configuration is built to support Section 508 and WCAG 2.1 AA accessibility requirements.

The core product remains the same, while its knowledge, integrations, tone, guardrails, and user experience are tailored to the people you serve—not a one-size-fits-all chatbot.

Healthcare & senior services

Handles routine questions. Knows when a human should step in.

Give patients, residents, families, and caregivers quick access to information about services, appointments, locations, visiting hours, care programs, billing and insurance resources, and next steps—all from your approved content. The AI Assistant, Ellie, handles routine questions and repetitive requests, avoids giving medical advice, and routes sensitive, urgent, or complex conversations to the right human support when needed.

  • PHI-aware
  • No medical advice
  • 24/7 patient support
  • Human handoff

E-commerce & online retail

Helps shoppers find the right product and move confidently to checkout.

Make shopping faster, easier, and more trustworthy for every customer. The AI Chatbot, Ellie, uses your catalog and connected store data to answer product questions, show current pricing and inventory, check location-based availability, and recommend relevant products. It can also guide shoppers through shipping, return policies, return labels and processes, sizing, and store policies—creating a smoother shopping experience from product discovery through post-purchase support.

  • Personalized recommendations
  • Conversion support
  • Live price & inventory
  • Shipping & return support

Public sector & nonprofits

Answers grounded in the information your organization approves.

Give residents, constituents, and community members quick access to programs, services, eligibility information, forms, deadlines, events, resources, and next steps. Ellie, Your Digital Service Assistant answers from your approved content, explains information in simple language with a citizen-friendly human tone, supports multiple languages, and directs complex or sensitive requests to the right department or staff member for specialized assistance.

  • Section 508 + WCAG 2.1 AA
  • Multi-lingual
  • Clear guardrails
  • Staff escalation

Hospitality & reservations

Make every guest interaction easier before and during stays, 24x7.

Reduce repetitive calls and front-desk questions without compromising the guest experience. The AI Assistant, Ellie, gives guests instant answers about check-in, amenities, parking, dining, events, policies, reservations, and other common requests. Available 24x7, it helps guests get information quickly while routing sensitive, unusual, or complex conversations to the right staff member when personal support is needed—without requiring a round-the-clock phone team.

  • 24x7 front-desk relief
  • Direct booking support
  • Personalized recommendations
  • Multilingual concierge

Education — schools & universities

Delivers clear answers from your approved education content.

Give students, families, prospective students, and staff quick access to enrollment, admissions, programs, calendars, policies, transportation, tuition, financial aid, student services, and campus resources. Ellie provides clear, plain-language answers from approved content, follows FERPA-aware guardrails, and supports K-12 schools, districts, colleges, universities, and EdTech organizations, while making information easier to find.

  • FERPA-aware guardrails
  • Student & family support
  • Admissions support
  • Easy-to-understand guidance

Business-to-business (B2B)

Simplifies product discovery, onboarding, and technical guidance.

Give prospects and customers quick access to information about your product, features, pricing, integrations, implementation, technical requirements, and support resources. Ellie, Your Intelligent Business Assistant answers from your approved product documentation, FAQs, help center, and knowledge base, supports self-service onboarding, handles repetitive technical questions, qualifies inquiries, and connects users to your CRM, sales, or support team when human assistance is needed.

  • Self-service onboarding
  • Product & technical support
  • Lead qualification
  • Customer success support

One AI. Every channel.

One AI. Every channel. One connected experience.

Give customers one consistent AI experience wherever they choose to connect with you. The OST AI Assistant, Ellie, can manage conversations across your website, mobile app, in-app chat, SMS, WhatsApp, email, voice, Instagram, and Facebook—using the same approved knowledge, business rules, tone, and guardrails across every channel.

Conversation context can move with the customer, helping reduce repeated questions and creating a more connected experience. Your team can manage knowledge, review conversations, monitor activity, and handle human escalations from one centralized AI platform.

  • Website chat
  • Mobile
  • In-app
  • SMS
  • WhatsApp
  • Email
  • Voice
  • Instagram
  • Facebook

One knowledge source across channels

Consistent brand voice

Centralized conversation management

Seamless AI-to-human handoff

Make conversations part of your existing workflows

Connect the AI layer to the systems your organization already uses.

Ellie works alongside your existing CRM, knowledge base, support tools, forms, scheduling systems, databases, email, and business applications. Instead of becoming another disconnected platform, Ellie — Your AI Assistant can fit into your current workflows and help deliver a more connected experience across your organization.

With the right integrations, Ellie can use approved information, guide users to the next step, support routine workflows, and hand conversations to your team when human help is needed.

CRM

Customer and relationship data

Knowledge base

Articles, FAQs, and documents

Help desk

Tickets, knowledge, and resolutions

Scheduling

Bookings, appointments, and calendars

Forms

Intake, applications, and submissions

Email

Communications and campaigns

Business apps

Internal tools and workflows

Databases

Secure, structured information

FAQ

The questions buyers usually have.

How is this different from a generic ChatGPT-style chatbot?

Generic chatbots answer from open-internet training data. The OST AI Assistant answers only from your knowledge base, with retrieval-grounded prompts and confidence-gated handoff. Hallucinations are an architectural problem, not a content one. We solved it at the architecture layer.

Can I self-host it on my own cloud?

Yes. We deliver Docker images, Terraform / CDK definitions, and full source code. Run it on AWS, Azure, GCP, or any container-friendly host. Switch to our managed cloud later if you want.

How long does setup take?

Day 1: sandbox login. Day 21: working chatbot on staging. Day 60: production launch. Day 90: full IP transfer on final payment. Most engagements ship sooner.

What happens when the AI does not know?

It says so, and routes to a human with full conversation history attached. The escalation includes the question, what the AI tried, and the visitor's intent. Faster resolution than starting cold.

Does it support languages other than English?

Yes. The bot detects the visitor's language and replies in the same one, with the same brand-voice guardrails. Knowledge-base translation handled per tenant. Spanish, French, Chinese, Hindi, Vietnamese, and others in production.

Where does my visitor data go?

Conversation logs and knowledge sources stay in your tenant. We do not train models on tenant data. Audit logs are exportable at any time. We sign a DPA before any data flows. HIPAA, GDPR, and FERPA-aware deployments available.

Is it Section 508 / WCAG 2.1 AA accessible?

Yes. Keyboard navigable, screen-reader compatible, contrast-compliant, focus-visible by default. We test with axe and with manual screen-reader passes before each release. Senior-first patterns enabled per tenant.

Can I customize the voice and brand?

Yes. Tone, brand voice, response templates, and refusal language are all per-tenant configurable. Full white-label option removes OST branding entirely.

Can I integrate with my existing helpdesk or CRM?

Yes. Out-of-the-box integrations with major helpdesk and CRM platforms. Custom integrations on request. Conversation history hands off with the ticket.

Do I keep the IP?

Yes. On final payment, all source code and Docker images transfer to you. End of story. No seat license, no vendor lock-in, no kill switch.

Ready to see what your chatbot could look like?

30 minutes. Live walkthrough on your kind of content. We will answer the technical questions and the procurement questions. Reply within 1 business day.