OpenAI built one for researchers. Anthropic built one for lawyers. We build yours.

We build your company its
own AI-powered product

Not a chatbot. Not another Slack plugin. Mantle builds a fully custom application for your company — your docs, your tools, your workflows, your UI — powered by AI that generates assets, automates work, and knows your entire business.

4.2hrs
Saved per employee / week
73%
Faster onboarding
90%
Questions answered instantly
Mantle — Acme Corp Workspace
JK
What's our refund policy for enterprise clients?
M
Enterprise clients have a 60-day full refund window from the date of first invoice. After 60 days, refunds are prorated based on remaining contract term. All refund requests go through the CS team lead for approval.

For contracts over $50K ARR, VP Sales must co-approve. The SLA guarantees processing within 5 business days.
Sourced from: Enterprise-Refund-Policy-v4.pdf • Updated Jan 2026
JK
Create a PTO request for next Friday
M
Done. I've submitted a PTO request for Friday, April 11 (1 day) and routed it to Sarah Chen for approval. You have 14 remaining PTO days this year.
Action: BambooHR → Time-Off Request #4821 created

ChatGPT is a toy.
Your company needs a tool.

Big tech companies build custom AI products for specific use cases. Your company deserves the same thing — but you don't have a 50-person AI team to build it.

💬

Chatbots aren't products

ChatGPT is a blank text box. It doesn't know your company, your customers, or your workflows. Asking your team to "just use AI" without building them an actual tool is like handing them a database and calling it software.

80% of ChatGPT Team licenses go unused after 30 days
🛠

You can't build it yourself

Building a custom AI application takes an ML engineer, a full-stack dev, an infra person, and 6 months. You need a custom tool tomorrow, not a roadmap for next year.

$500K+ average cost to build custom AI tooling in-house
📚

Your knowledge has no home

Docs in Drive. Processes in someone's head. Templates in random folders. Your team's expertise is scattered across 50 tools — none of which talk to each other or generate anything useful.

19.8% of work time spent searching for information

AI should create, not just answer

The real power isn't Q&A — it's an AI that generates proposals in your format, creates reports from your data, drafts campaigns in your brand voice, and builds assets on demand.

10x faster asset generation with purpose-built AI tools

From idea to custom
AI product in two weeks

We build you a real application — not a wrapper on ChatGPT. Your UI, your data, your workflows.

📚

1. We learn your business

We map your workflows, ingest every document, template, and dataset, and connect to every tool your team uses — CRM, accounting, project management, communication. This becomes the foundation of your custom product.

SOPs & Policies Slack History CRM Data Training Docs
⚙️

2. We build your product

We design and build a fully custom application — your own UI, your own dashboards, your own AI-powered tools. Generate proposals, analyze data, create assets, automate workflows. All branded, all yours.

Custom UI Asset Generation Dashboards Workflow Engine
🚀

3. Your team ships with it

We deploy your product, train every employee, and stay on retainer to add new features as your needs evolve. New hire? They open your tool on day one and they're productive immediately.

Deployment Team Training New Features Continuous Evolution

A real product.
Not a chat window.

Every Mantle build is a purpose-built application — custom UI, company data, AI generation, and workflow automation all in one.

🔒

Role-Based Permissions

HR sees HR data. Sales sees sales data. Interns don't see financial forecasts. Fine-grained access controls that mirror your org chart.

  • Department and role-level access tiers
  • SSO integration (Google, Okta, Azure AD)
  • Audit logs for every query
🔌

Your UI, Your Brand, Your Workflows

This isn't a white-labeled chatbot. We build a custom interface designed around how your team actually works — dashboards, forms, generators, and views that feel like your product.

  • Custom-designed screens for each team's workflows
  • Branded experience that looks like you built it in-house
  • One-click generators for your most common outputs
🔗

40+ Integrations

Connects to every tool your team already uses. No rip-and-replace. Mantle sits on top of your existing stack and makes it smarter.

  • Slack, Teams, Google Workspace, Office 365
  • HubSpot, Salesforce, Pipedrive
  • Notion, Confluence, Jira, Asana
  • QuickBooks, Xero, BambooHR
🚀

Instant Onboarding

New hires get a personal AI guide that walks them through everything — from company culture to specific role procedures. Day 1 productive, not day 90.

  • Role-specific onboarding paths
  • Interactive Q&A, not static wikis
  • Progress tracking for managers
🛠

Workflow Automation

String skills together into multi-step workflows. "When a new client signs, automatically create their folder, send the welcome email, and assign the onboarding tasks."

  • If/then logic with human-in-the-loop approvals
  • Triggered by events, schedules, or natural language
  • No code required — describe what you want in plain English
🛡

Enterprise-Grade Security

Your data never trains public models. SOC 2 compliant infrastructure with encryption at rest and in transit. Optional dedicated instances for regulated industries.

  • SOC 2 Type II certified
  • Data encrypted at rest (AES-256) and in transit (TLS 1.3)
  • No data used for model training — ever

Every industry gets
a different product

Same engine, completely different builds. Here's what Mantle looks like for different businesses.

Marketing & Creative Agencies

Your team juggles 20 clients, each with different brand guidelines, approval workflows, and preferences. Mantle keeps it all straight so your people can focus on creative work.

🎨
"Write social copy for Acme in their brand voice" — Generates on-brand copy using their style guide, past examples, and tone preferences
📋
"What's the approval process for Globex?" — Pulls the specific workflow for that client, including who approves what
📈
"Summarize last month's performance for all accounts" — Pulls data from Google Analytics, social platforms, and ad dashboards
You: Draft a blog post about supply chain automation for Meridian Corp
Mantle is thinking...
✓ Loaded Meridian brand voice (professional, data-driven)
✓ Referenced 14 past Meridian blog posts for style
✓ Checked their SEO keyword targets
✓ Generated 1,200-word draft with 3 custom graphics
Routed to: Sarah (editor) → Client portal

Manufacturing & Operations

Floor managers need instant access to SOPs, safety protocols, and equipment manuals. Mantle puts it all at their fingertips — no digging through binders.

🔧
"What's the maintenance schedule for CNC Machine #4?" — Pulls from your equipment database with last service date
"Safety protocol for chemical spill in Zone B" — Immediate step-by-step from your OSHA-compliant procedures
📦
"Current inventory for Part #A-2847?" — Real-time pull from your ERP system
You: Line 3 is showing error code E-4401 on the press
Mantle checking equipment knowledge base...
✓ E-4401 = Hydraulic pressure below threshold
✓ Step 1: Check fluid level (dipstick on rear panel)
✓ Step 2: Inspect seal on cylinder #2 (common failure point)
✓ Last occurrence: Jan 12 — resolved by replacing O-ring
Created: Maintenance ticket #MT-892 assigned to Dave

Accounting & Finance

Tax codes change. Client situations are unique. Your team shouldn't memorize everything — they should have an AI that knows it all and surfaces the right answer instantly.

💰
"What's the depreciation schedule for a client's new equipment purchase?" — Applies the right method based on asset class and client's election
📑
"Generate the quarterly board report for Apex Holdings" — Pulls from QBO, formats in your firm's template
📅
"Which clients haven't submitted their K-1s yet?" — Cross-references your tracking sheet and sends follow-up reminders
You: Can our S-corp client deduct their home office this year?
Mantle checking IRS updates + client profile...
✓ S-Corp shareholders: No direct deduction on 1120-S
✓ But: Accountable plan reimbursement is available
✓ Client's square footage: 200 sq ft / 1,800 sq ft = 11.1%
✓ Estimated annual deduction via accountable plan: $3,200
Generated: Draft accountable plan resolution for client review

Healthcare & Clinics

Compliance is non-negotiable. Staff turnover is constant. Mantle ensures every team member has instant access to the right protocols, forms, and procedures — always up to date.

🏥
"What's the intake procedure for a new Medicare patient?" — Step-by-step with required forms and compliance checkpoints
📋
"Generate a prior authorization for MRI — UnitedHealthcare" — Pre-fills the correct form with patient data and CPT codes
🔐
"HIPAA training — what do new medical assistants need to complete?" — Personalized compliance checklist with deadlines
You: Patient needs a referral to a dermatologist — Blue Cross PPO
Mantle checking insurance requirements...
✓ Blue Cross PPO: No referral needed for in-network specialists
✓ 3 in-network dermatologists within 10 miles
✓ Dr. Kim (4.8 stars, earliest availability: Apr 14)
✓ Generated: Patient handout with provider options
Note added to patient chart in EHR

The same stack that powers
billion-dollar AI products

We build on the infrastructure behind the world's best AI tools — but we build it custom for your company.

🖥

Conversational UI

Web app, Slack bot, Teams bot, or embedded widget. Your team uses the interface they already live in.

🧠

AI Agent Orchestrator

Routes queries, manages memory, enforces permissions, chains multi-step workflows. The brain of the operation.

📚

Knowledge Base (RAG)

Your docs, SOPs, policies, FAQs, Slack history, and email threads — structured, indexed, and always up to date.

Skills & Workflow Engine

Custom capabilities: generate documents, submit requests, pull data, send notifications. Describe it, and the agent can do it.

🔌

Plugin Layer (MCP)

Standardized connectors to 40+ tools using the Model Context Protocol. Add new integrations in hours, not weeks.

Connects with your entire stack

Slack
Google Workspace
HubSpot
Notion
Salesforce
QuickBooks
Microsoft Teams
Jira
BambooHR
Confluence
Xero
Asana

What our design partners say

"We onboarded three new account managers in January. They were handling client calls solo within a week because Mantle had every process documented and searchable. That used to take two months."
RK
Rachel Kim
COO, Apex Marketing (42 employees)
"Our paralegals used to spend 3 hours a day on document research. Now they ask Mantle and get cited answers in seconds. We've taken on 30% more cases without hiring."
DH
David Hernandez
Managing Partner, Hernandez Law (28 employees)
"I was skeptical about another AI tool. But Mantle actually knows our tax codes, our client preferences, our internal processes. It's like having a senior associate available 24/7."
JT
Jennifer Tran
Partner, Tran & Associates CPA (65 employees)

A custom AI product
for less than one hire.

Transparent pricing. Full product included. Cancel anytime.

Monthly
Annual Save 17%

Starter

For small teams getting started

$ 1,500 /month

Billed monthly

  • Up to 25 users
  • AI agent with full knowledge base
  • 5 standard integrations
  • 10 pre-built skills
  • Email & chat support
  • Usage analytics dashboard
Get Started

Scale

For organizations going all-in

$ 8,000 /month

Billed monthly

  • Up to 250 users
  • Everything in Growth, plus:
  • Unlimited integrations
  • Multi-agent workflows
  • Dedicated instance (optional)
  • SOC 2 compliance package
  • Dedicated solutions engineer
  • Custom SLA
Talk to Sales

Common questions

Most teams are live within 2 weeks. Week 1 is discovery and doc ingestion. Week 2 is configuration, custom skills, and team training. Complex setups with many integrations may take 3–4 weeks.
Absolutely. Your data is encrypted at rest and in transit, never used to train AI models, and isolated in your own tenant. We're SOC 2 compliant and offer dedicated instances for regulated industries (healthcare, legal, finance).
Every answer includes a source citation so users can verify. The agent is designed to say "I don't know" rather than hallucinate, and escalates to a human when it's uncertain. Feedback loops improve accuracy over time.
No. Mantle is fully managed. We handle all configuration, updates, and maintenance. Your admin can manage users and permissions through a simple dashboard — no coding required.
We use a mix of the best available models (Claude, GPT-4o, and specialized models) with intelligent routing. Simple queries use faster, cheaper models. Complex reasoning uses the most capable ones. You get the best of everything without managing any of it.
Yes. We offer a 2-week pilot program where we set up a limited version with a subset of your docs and team. You see real results before signing a full contract. No risk, no commitment.
ChatGPT is a generic text box. Mantle is a fully custom application built for your company — with your own UI, your data baked in, asset generators for your specific outputs, and workflow automation for your processes. It's the difference between a search engine and software built for your business.
You can cancel anytime. We'll export all your data and knowledge base in standard formats. There's no lock-in — we earn your business every month. (Though our retention rate is 95%+ because the product actually works.)

Your company deserves
its own AI product.

OpenAI built tools for researchers. Anthropic built tools for lawyers. Let us build the one your company needs. Limited early access spots available.

Free 2-week pilot No credit card required Setup in 2 weeks