Solution

Dapto AI Console: From Questions to Execution - in One AI Workspace

Chat with any model. Build agents. Organize work in projects. Collaborate in workspaces - with governance built in.

Multi-LLM in one place
Projects & reusable agents
Workspaces for real-time collaboration
Policy + audit built in
✨ What is the Dapto AI Console?

A Unified AI Workspace for Execution

With Dapto, you can:

Workspaces for Collaboration

Collaborate in real time with shared chats, team visibility, and consistent guardrails across your org.

Projects that Keep Work Organized

Group conversations, prompts, and outputs into projects so work stays structured and searchable.

Chat with Any Model

Use OpenAI, Gemini, Claude, Llama, Mistral, and self-hosted LLMs - switch anytime in one session.

Build Autonomous AI Agents

Turn repeat tasks into agents that follow your instructions, run workflows, and stay within policy.

Connect Your Stack

Plug into docs, databases, and APIs to ground answers in approved business knowledge and data.

Governance Built In

RBAC, masking/redaction, policy enforcement, and audit logs - without slowing teams down.

⚙️ How Dapto Works

A Simple Flow - Built for Real Work

Start solo, scale to teams - with the same workspace, models, and guardrails.

1️⃣

Start in a Workspace

👥 Collaborate with shared chat + structured projects

Create a workspace for your team and organize work into projects. Keep conversations, outcomes, and decisions together - and visible to the right people.

Example: Finance creates a workspace with projects for “Close”, “Budgeting”, and “Vendor Management” so work stays organized.

2️⃣

Choose Any Model

🌍 Use the best LLM per task
  • • Switch between OpenAI, Gemini, Claude, Llama, Mistral, and self-hosted models.
  • • Compare outputs or route different sub-tasks to different models.

Example: Use one model for drafting, another for summarizing, and another for structured extraction - in one session.

3️⃣

Connect Knowledge

🔗 Ground answers in approved sources

Connect databases, document repositories, and APIs so answers use approved business context - not guesswork.

Example: A finance analyst asks about a variance and Dapto pulls only approved data sources and documentation.

4️⃣

Turn It Into an Agent

🤖 Make repeat work repeatable

Save instructions, tools, and patterns as agents so tasks can be executed consistently - by you or your team.

Example: “Close Assistant Agent” that prepares variance summaries, drafts commentary, and formats deliverables.

5️⃣

Governance Built In

🛡️ Policies, access controls, audit logs
  • • Role-based access (RBAC) and workspace permissions.
  • • Data masking/redaction and policy enforcement on prompts and responses.
  • • Audit trails for traceability and compliance readiness.

Example: Sensitive fields are automatically redacted before being shown or shared.

🔗 Integrations

Works Across Your AI and Your Stack

Use Dapto in the UI or integrate it via API - with the same routing, policies, and audit trail.

Works with Any AI Model

OpenAI, Gemini, Claude, Llama, Mistral, self-hosted LLMs, and custom models.

Connects to Business Systems

Docs, SQL databases, data warehouses, BI tools, and internal APIs - so AI answers are grounded.

UI + API, Same Guardrails

Build and standardize in the Console, then reuse via API in products and workflows without duplicating logic.

🚀 Multi-Model + Automation

Multi-LLM Conversations + Autonomous Agents

Pick the best model per task - then turn the workflow into an agent your team can reuse.

🔹 Use Any LLM, Anytime

Switch models inside one workspace and one conversation. Compare outputs, route tasks, and avoid vendor lock-in.

Example

Draft with one model, extract structured data with another, and summarize for executives with a third - without leaving Dapto.

✅ Models

OpenAI, Gemini, Claude, Mistral, Llama, self-hosted LLMs, and more.

🧠 Agents That Execute

Create agents that follow your instructions, run repeat workflows, and operate within policies - so output is consistent and shareable.

What agents can do

  • ✅ Standardize team workflows
  • ✅ Execute multi-step tasks (draft → review → format)
  • ✅ Stay within workspace permissions and policy

Why this matters

Avoid vendor lock-in: pick the best model for each task.

Reuse best practices: turn team workflows into shareable agents.

Move faster with control: permissions and policies travel with the work.

Keep work organized: projects and history make outputs repeatable.

👨‍💼 Example Use Cases

Agents and Workspaces for Real Teams

Finance, Insurance, and Healthcare teams use Dapto to move faster - with consistent outputs.

1️⃣

Finance Close Agent

Problem: Close narratives, variance explanations, and reconciliations take too long and vary by analyst.

Solution in Dapto:

  • • Ground responses in approved finance sources and definitions.
  • • Create an agent that generates variance commentary and formats deliverables.
  • • Collaborate in a Close workspace with projects for each business unit.

Example prompt: “Explain variance drivers for Opex vs budget, cite approved sources, draft exec summary, and format for deck notes.”

2️⃣

Insurance Claims Agent

Problem: Claims teams spend time summarizing notes, checking policy rules, and preparing consistent communications.

Solution in Dapto:

  • • Ground responses in policy docs and internal guidance.
  • • Use agents to generate summaries, next steps, and templates.
  • • Collaborate via shared project threads and handoffs.

Example prompt: “Summarize claim notes, flag missing info, draft claimant email, and keep PHI/PII masked.”

3️⃣

Healthcare Ops Agent

Problem: Teams need fast summaries and standardized documentation - without exposing sensitive information.

Solution in Dapto:

  • • Mask/redact sensitive fields automatically.
  • • Ground answers in approved internal documentation and protocols.
  • • Use projects to keep cases and collaboration structured.

Example prompt: “Summarize case notes, propose next steps based on approved protocol docs, and generate a compliant handoff note.”

Why Choose Dapto?

Built for Execution - Safe by Design

Dapto gives teams a place to do real AI work: multi-LLM chat, agents, projects, collaboration - with governance built in.

Multi-LLM Freedom

Use any model, avoid lock-in, and route the best model per task.

Repeatable Agents

Turn best practices into agents your team can reuse for consistent outputs.

Projects that Organize Work

Keep prompts, outputs, and decisions structured and searchable.

Collaboration Built In

Workspaces + shared chat for real-time teamwork and visibility.

Governance Built In

RBAC, policy enforcement, masking/redaction, and audit logs.

Adopts Fast

Use in the Console today and expand to API workflows when ready.

Dapto keeps AI productive for users - and controlled for teams.

Ready to Put AI to Work?

Bring multi-model chat, reusable agents, projects, and team collaboration into one AI workspace - with governance built in.

No lock-in • Workspaces & projects • Multi-LLM • Agents • Governance