Agents, chatbots, and e-commerce assistants — deployed on your data, your infrastructure, live in under a week.
If it's digital, you can connect it.
more Three core products plus extensions. One platform. Here's how they show up in real business work.
| Product | What it does | Example uses |
|---|---|---|
| AI Chatbots Answer Explore chatbots | Answers grounded in your knowledge, with source citations your team can verify. |
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| AI Agents Act Explore agents | Takes real action in Slack, Jira, Google Workspace, and any digital tool you use — with approval before every write. |
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| AI Workflows Automate Explore workflows | Runs on a schedule or event — no human trigger. Bounded max-turns, full run history. |
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| Extensions Extend Advanced Explore extensions | Pluggable expertise packages + secure code execution for specialist or one-off tasks. |
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Your work not in the examples? The same patterns apply to any team that juggles multiple tools. Talk to us →
Learns from your documents, drives, and wikis. Answers questions with source citations. Deploys as a customer support widget, internal knowledge base, or both.
Upload files directly or connect your existing sources. The platform re-syncs daily and understands content semantically — not keyword matching.
Every response references its source document. Users can verify, click through, and trust what they read — no black-box summaries.
Embedded widget or fullscreen interface. Three ways to let people in. Custom branding per workspace.
OpenAI, Anthropic, Google, DeepSeek, Mistral, or OpenRouter — configurable per workspace. Switch providers anytime without retraining.
The chatbot renders charts, tables, forms, and tabs directly inside the conversation — streamed as the response arrives. When the answer is a dataset or a comparison, the chatbot shows it.
Connects to the systems your teams already use. Takes real action inside them — not summaries, not suggestions, actual execution through natural conversation.
Create, update, schedule, search, and manage — across every tool in your stack, through one conversation.
Create Jira tickets with the right labels, priority, and assignee — directly from a Slack conversation. Schedule meetings across multiple calendars with automatic availability checks. Log time in Harvest, generate project reports, send invoices. Pull expense reports from your accounting tool, reconcile them against policy, and draft vendor emails. Post updates to Teams channels, manage OneDrive files, search SharePoint sites.
Each agent gets its own connectors, knowledge base, and permissions — scoped to a business function.
Every action requires explicit approval. Every user authenticates individually. Every workspace is isolated.
A pending → approved → executed workflow with no exceptions. The agent signs into each tool as the individual user — never a shared account — so every action is attributable. The finance agent can't see HR data. The support agent can't access financial records. SSO via Entra ID, Okta, Auth0, Google Workspace, and Keycloak. Full audit trail on every action.
Teams report 5–8 hours reclaimed per person per week on administrative overhead. For a team of 20, that's the equivalent of 3–4 full-time employees' worth of productive time recovered — from hours previously spent switching between apps and manually moving data between systems.
Workflows compose the chatbot, connectors, and your knowledge into repeatable processes — triggered manually, on a schedule, or when an email arrives. Bounded, observable, and fully auditable.
Run manually, on a cron schedule, or when an event fires — your process, your cadence.
Every run has guardrails. No runaway loops, predictable cost.
See every run, every task, every decision.
Each workflow inherits its workspace's tools, knowledge, and permissions.
Skills are pluggable expertise packages the chatbot loads when relevant. Sandboxes are the secure runtime that lets it actually do specialist work — analyze files, generate reports, convert formats. Install once, runs forever.
Each skill is a small package of instructions and resources that teaches the chatbot how to do a specific job well.
When a task needs real computation, the chatbot runs it inside an isolated container hardened with gVisor kernel-level protection.
Progressive loading means your context cost stays low, even with dozens of skills installed.
A starter library — plus anything your team writes in the Agent Skills format.
What every product shares — the ground every CTO scans for.
Pick the model that fits the workload — and swap it when something better ships. Per-workspace configuration for chat, search, and image generation. Extended reasoning when questions need depth. No retraining, no lock-in.
OpenAI 
Anthropic 
Google 
AWS 
Microsoft 
Mistral Pending → approved → executed on every write. The agent signs in as each person, not a shared service account — so every action is attributable. Workspaces are isolated end-to-end — the finance agent can't see HR data, the support agent can't touch customer records.
See every conversation, every action taken, and every decision the model made — with cost tracked per workspace, per provider, per user. You know where budget goes and where to tune. Export everything to your reporting tools.
Run in our cloud for speed, or self-host on yours for sovereignty. Docker Compose for lightweight deployments, Kubernetes or AWS EKS for scale. Your data stays on your servers with configurable retention — the shape regulated industries need.
A proven deployment process that gets you live fast.
Upload PDFs, spreadsheets, and docs — or connect SharePoint, Google Drive, Notion, Confluence, and Jira directly. The platform ingests everything and re-syncs daily so answers stay current.
Choose your AI model, set the assistant's tone and behavior, define permissions, and connect the tools your team uses. Each workspace is isolated — separate knowledge, separate users, separate rules.
Embeddable chat widget, standalone app, Slack, Teams, or API. Supports guest access, authenticated users via SSO, or anonymous mode. Your infrastructure or ours.
Conversation analytics, cost tracking per provider, and deep tracing on every response. See what's working, what needs tuning, and where to cut spend.
Common questions about deployment, data, and integrations.
Most deployments go from kickoff to production in under a week with zero involvement from your team — we handle workspace setup, knowledge base ingestion, connector configuration, and onboarding. Custom integrations or bespoke development are the only work that brings your team into the room.
Upload PDFs, Word docs, spreadsheets, and presentations directly — or connect SharePoint, Google Drive, Notion, Confluence, and Jira for automatic syncing. The platform also crawls web pages with configurable depth and re-syncs sources daily.
Yes. The platform supports Docker Compose, Kubernetes, and AWS EKS deployment. Your data stays on your servers with configurable retention policies — ideal for regulated industries.
OpenAI, Anthropic, Google Gemini, DeepSeek, Mistral, and OpenRouter — configurable per workspace. You can switch providers at any time without re-deploying or re-training your knowledge base.
SSO with Microsoft Entra ID, Google Workspace, Okta, Auth0, and Keycloak. The embedded widget offers three modes: signed-in users, guest sign-up, or anonymous access.
If it's digital, you can connect it — Slack, Teams, Jira, GitHub, Google Workspace, Outlook, Zendesk, Harvest, Sentry, SharePoint, OneDrive, Redmine, and more. Agents don't just read from these tools — they take action inside them with approval workflows.