Dapto | Unified Multi-Model AI with Enterprise Security & Compliance

8 min read Original article ↗

Secure Multi-Model GenAI Platform

The Secure Way Enterprises Use GenAI. All Models. Full Control.

Give your teams ChatGPT, Claude, Gemini and 50+ GenAI models - with full visibility, automatic compliance, and up to 70% cost savings.

~90%

of IT leaders have no visibility into AI usage

$2.5M

average cost of AI sprawl per 1000 employees

Dapto Prism gives you 100% visibility and up to 70% cost savings.

What is Dapto Prism?

Dapto Prism combines team productivity with enterprise security.
Access all the best AI models with collaboration features your teams love, plus the security and governance your IT teams require.

Multi-Model Access

One platform for ChatGPT, Claude, Gemini, Llama, and 50+ models. Switch between them instantly or let Dapto Prism route to the best one automatically.

Team Collaboration

Shared workspaces, prompt libraries, and project folders. Your teams can collaborate on AI workflows just like they do in Slack or Notion.

Enterprise Security

Every prompt flows through Dapto Prism's security layer. Automatic PII redaction, policy enforcement, audit logging, and compliance reporting.

Team productivity + Enterprise security = Dapto Prism

How Dapto Prism Works

Five powerful capabilities in one unified platform

Autonomous Workflow Agents

AI That Works While You Sleep

Create agents that monitor, decide, and act automatically - with built-in governance

Create workflows that run 24/7 across all AI models-with built-in security and compliance

DEVELOPER API

One API. Every Model. Instant Security.

Change one line of code to switch from GPT-5 to Claude 4.5. Get enterprise security, governance, and audit logs automatically.

Smart routing & fallbacks

Automatically route to the best model for each task. Set fallbacks if one model is down.

Security by default

Every API call goes through PII redaction, policy checks, and audit logging automatically.

Complete observability

Track usage, costs, performance, and compliance for every API request in real-time.

Save Money. Move Faster. Stay Secure.

Prism delivers cost savings and productivity gains - without slowing teams down.

70%

Average reduction in AI license costs

Consolidate multiple subscriptions into one secure platform

3x

Faster AI adoption across teams

IT says 'yes' instead of 'no' with built-in security

100%

Visibility into AI usage across all teams

End shadow AI spending and risk forever

Zero

Compliance violations since deployment

Complete audit trail for every interaction

Example: 500-employee company

Without Prism

Multiple AI subscriptions$21,500/mo

Shadow AI tools (estimated)$4,500/mo

IT management overhead$2,000/mo


Total Monthly Cost$28,000

+ Compliance risks, no governance, blocked productivity

With Prism

Dapto Prism (500 users)$15,000/mo

All models + Security + GovernanceIncluded

Shadow AI eliminated$0

IT says 'yes' to AI requests✓ Enabled


Total Monthly Cost$15,000

$13,000/month savings + Faster team adoption

$156,000 Annual Savings

Plus teams move 3x faster because security enables them instead of blocking them.

Why Choose Between Collaboration or Security?

Most platforms force you to choose. Prism gives you both.

Pricing

Simple, Transparent Pricing

Choose the plan that fits your organization's AI needs. No hidden fees, no surprise bills.

Enterprise

$30

per user/month

Billed annually

Role-Based Access Control

Enterprise Pro

$55

per user/month

Billed annually

All Premium AI Models + Tools

Advanced RBAC & Permissions

Advanced Policy Automation

API Access & Smart Routing

Advanced Analytics Dashboard

Volume discounts available for 500+ users

Feature Comparison

FeaturesEnterpriseEnterprise Pro
AI Models AccessAll Premium ModelsAll Models + Tools
Monthly UsageStandard Limits5x Higher Limits
API Access
Smart Routing
Custom Agents
Workflow Automation
Enterprise Connectors
Real-time Notifications
Advanced Analytics
Compliance ReportingBasicAdvanced
SupportEmail24/7 Premium

Ready to level up your AI governance?

See how Dapto Prism can reduce AI costs while giving security and compliance full control.

One Platform. Three Big Wins.

Prism brings business, teams, and security onto a single, governed AI platform.

For Your Business

Cut costs. Stay flexible. Stay secure.

Save 70% on AI costs

Replace multiple $60-100/user subscriptions with one $30 plan

No vendor lock-in

Use ChatGPT, Claude, Gemini and many more models anytime with full freedom.

Enterprise-grade security

SOC2, HIPAA, GDPR ready from day one

For Your Teams

All AI models in one simple interface.

Every AI model, one login

Access ChatGPT, Claude, Gemini without switching apps

Use your company data safely

Connect to internal systems with automatic data protection

Same experience everywhere

ChatHub for quick tasks, API for developers - both follow the same rules.

For IT & Security

Full visibility. Clear policies. Zero blind spots.

See everything

Track who uses what AI, when, and with what data - all in one dashboard

Control everything

Set policies once, enforce across all models automatically

Protect sensitive data

Auto-redact PII, block risky requests, log every interaction

Everyone wins when AI is secure, governed, and easy to use.

See how Prism can transform your organization's AI use in 15 minutes

The Challenge

AI adoption is exploding. Control is collapsing.

Your teams are already using AI. The question is: are you paying for chaos or control?

73%

of employees use AI tools at work

Microsoft Work Trend Index

$2.6M

average cost of AI license sprawl per 1000 employees

Gartner Enterprise AI Survey

89%

of IT leaders have no visibility into AI usage

Deloitte CIO Survey

45%

of AI spend is 'shadow' - unknown to IT

Netskope Cloud Report

License Sprawl

Teams stack ChatGPT Enterprise ($60), Claude Pro ($20), Gemini Advanced ($20), plus shadow tools. Costs explode without visibility.

AI spend spread across tools

Shadow AI

Employees use personal accounts, free tools, and unapproved services. IT has zero visibility into what's being used or shared.

45% of AI spend is hidden

Security Gaps

No consistent policies across tools. Sensitive data flows freely to external AI services without governance or audit trails.

Compliance violations waiting to happen

Budget Chaos

CFOs can't predict AI costs. Multiple vendors, surprise AI bills, and no consolidated view of spending or ROI.

Unpredictable budget overruns

These are not edge cases. This is what AI looks like when it grows faster than security, governance, and finance can keep up.

The Solution

Meet Prism: The Enterprise AI Security & Governance Platform

Prism gives your teams safe, governed access to every approved AI model. It blocks unsafe prompts, protects and masks sensitive data, and records every interaction so you can meet security and compliance needs.

Multi-Model Access, One SeatCompliance-First AI SecurityAudit-Ready Oversight

Unified Multi-Model Access

ChatGPT, Claude, Gemini, Mistral, Llama, and more in one interface. For the price of one. Switch models mid-conversation. Compare outputs side-by-side.

No more app switching or multiple subscriptions

Enterprise Security & Governance

Enforce policies in real time. Detect PII, filter risky content, and keep full audit logs across users, models, and conversations.

Aligns with SOC2, HIPAA, GDPR compliance built-in

Shadow AI Detection & Control

Discover all AI tools in use across your organization. Migrate users from personal accounts to governed enterprise access.

100% visibility into AI usage and spend

Predictable Cost Management

Flat per-user pricing replaces unpredictable AI bills and stacked licenses. Built-in usage analytics and budget controls.

Cuts stacked license cost and keeps spend on track

Dual Access: UI + API

A clean ChatHub for business users. A governed API for developers with routing, model selection, and controls built in.

Serves both business users and developers

Enterprise Integration

SSO, SIEM, LDAP integration. Works with your existing IT infrastructure. Deploy in minutes, not months.

Fast rollout and simple ongoing management

What You Get with Prism

Enterprise features that make AI secure, visible, and easy to manage at scale.

Universal Model Access (ChatHub + API)

All Models, One Seat

ChatGPT, Claude, Gemini, Mistral, Cohere, and selected open-source models - in a one secure hub.

Cross-Model Chat

Switch models mid-conversation and reuse instructions across models to compare outputs side-by-side.

Prism API + Routing

Intelligent routing by policy, cost, or task with manual override when teams need direct control.

Key Management (BYOK or Hosted)

Instant GenAI access included, or connect your own keys (BYOK).

Usage & Cost Visibility

See usage by model, team, project. Set caps and alerts to prevent surprises.

AI Security & Governance

Real-Time Prompt Validation & Enhancement

Automatically scrub PII, enforce safe inputs, and optimize prompts before they reach the model.

Policy Enforcement Engine

Enforce enterprise AI usage rules across all models, tools and teams from a single place.

Audit Logging & Oversight

Every prompt and response is captured for compliance, review and coaching.

Reactive Agents for Policy Violations

Automatic ticket creation in Jira/ServiceNow or alerts in Teams/Slack when AI usage breaks rules.

AI Agents & Workflows

Custom AI Agents

Create agents for Finance, HR, Support, and more, each with clear access and policy rules.

Workflow Automation

Chain prompts and outputs into repeatable workflows (e.g., invoice review → anomaly detection → approval routing).

Reactive Agents

Trigger follow-up actions automatically (e.g., create incident tickets, notify compliance, escalate to IT).

Enterprise Integrations

Email Connectors

Use AI for summarizing, drafting, and triage in Gmail and Outlook with guardrails.

Collaboration Tools

Native integration with Microsoft Teams and Slack for real-time notifications and secure AI interactions.

Content & Document Repositories

Connect to SharePoint, Confluence, or Google Drive for governed AI access to business content.

Databases & SaaS Apps

Direct connectors for Snowflake, Postgres, Salesforce, Workday and more.

Collaboration & Control

Workspaces

Group AI use by team, department, or project with their own policies and dashboards.

Shared Instructions & Prompts

Save strong prompts and share them so teams get consistent results across models.

Cross-Model Chat Continuity

Start in one model, continue in another, and verify answers without losing context.

Notifications & Reporting

Policy Violation Alerts

Get notified instantly (email, Teams, Slack) when rules are breached.

Shadow AI Tracking

Spot unapproved AI use and accounts before costs or risk grow.

Executive Dashboards

View usage, cost, compliance, and model performance insights in one place, updated in near real time.

Audit-Ready Reporting

Generate evidence for GDPR, HIPAA, SOC 2, ISO 27001, and internal reviews.

Ready to Transform Your AI Operations?

See how Prism's enterprise features can secure, govern, and scale AI across your organization.

Enterprise Benefits

Why Enterprises Trust Dapto Prism for Secure AI Adoption

Dapto Prism gives you the controls, compliance, and validation you need to use AI safely and at scale.

Lower Cost, Higher Control

Replace multiple $20–$60 per-user licenses with a single Prism seat. Enterprises cut AI license costs by up to 52% while gaining full visibility.

Secure AI Agents for Every Workflow

Build AI agents for Finance, HR, Support, and more with built-in access controls, prompt checks, and safe data routing from day one.

Always-On AI Governance

AI use is never outside policy. Prism applies rules in real time with constant monitoring and automatic enforcement.

Regulatory Compliance, Automated

Monitoring and reporting designed to support GDPR, HIPAA, SOC 2, DFARS, ISO 27001, and your internal control framework.

Shadow AI Detection & Control

Shine a light on rogue AI usage. Detect unsanctioned accounts, stop unmanaged spend, and route all usage through an approved, auditable hub.

End-to-End Data Privacy & Security

Protects sensitive information with intelligent masking, encryption, and RBAC that adapts to who is asking and what they can see.