Infrastructure for the AI-native enterprise
Mantle is the living “brain” behind your business, grounding every AI agent in real-time knowledge of your people, systems, and operations.
The outcome
Automate your business. Seamlessly.
Mantle’s AI agents don’t just answer questions, they do the work. Grounded in everything your company knows, they run your workflows end to end and hand you the result, so your team spends its time on what actually needs a human.
Renewals, prepped overnight
Every account that hits renewal gets a briefed, sourced outreach draft, waiting when your team logs in.
Invoices, chased on their own
Overdue payments are followed up, escalated, and logged, without anyone lifting a finger.
Support, triaged and answered
Tickets are sorted, drafted from your own docs, and routed, in seconds instead of hours.
Reports, written from live data
The weekly update is assembled from your real numbers, cited and on time, every single time.
Full-stack agentic automation
Don’t just answer questions. Automate the work.
Mantle is the full stack. Connect your data, describe an agent in plain language, and it automates the workflow, grounded in your knowledge graph, running on the models you choose, and taking governed action across the tools you already use.
Describe it, don't build it
Create agents by prompting. Mantle wires them to your governed context, no flow charts, no glue code.
Automates real workflows
Scheduled and triggered runs, with multiple agents coordinating toward an outcome until the work meets the bar.
Takes action across your tools
Agents don't just answer. They draft and execute in Gmail, Slack, and your CRM, and every write is reviewed.
Model-agnostic
Run each agent on whatever model fits the job, and any MCP-compatible agent plugs straight into your data.
In plain terms
Ask your business a question. Get an answer you can trust.
Your company’s knowledge is scattered across Drive, Gmail, Slack, Notion, and your databases. Mantle reads it where it lives, connects the dots, and answers any AI agent with the sources attached. No pipelines, no copying, no stale data.
A 15% volume discount and priority support through Q4, approved by Finance on May 12.
Connect in minutes
OAuth into Drive, Gmail, Slack, Notion, and more.
Nothing gets copied
Mantle reads your data where it lives.
Every answer is cited
See the exact source behind each fact.
The problem
The models are ready. Your enterprise isn’t.
Every enterprise is becoming an AI enterprise. The blocker isn’t the model, it’s that nothing connects AI to how your business actually runs.
AI doesn't know your business
A frontier model knows the public internet, not your customers, your contracts, or the decision your team made last week.
Your data was never built for agents
It is scattered across dozens of systems, ungoverned and stale the moment it is copied. No agent can reason over it as it is.
So AI never leaves the pilot
Every team rebuilds the same plumbing per agent. Demos impress, but production across the business never arrives.
How it works
From scattered data to grounded intelligence.
Four layers turn the tools you already use into one system your agents can trust: connect your sources in place, resolve them into a living knowledge graph, govern every fact, and serve real-time context over MCP.
Features
Data infrastructure for AI agents, simplified.
Connect once. Mantle reads your stack in place and turns it into a typed, temporal knowledge graph, the governed data layer your AI agents run on.
acme-corp.com
Acme Corporation
ACME Inc.
How it’s different
Why your AI gets your business wrong.
Search tools find text that looks like your question. Mantle is a context engine, it works out what you actually mean, who and what it’s about, and how everything connects. That’s why one guesses and the other knows.
Plain search matches words, not meaning
Plain RAG
Ask about “the Acme renewal” and vector search returns any text that mentions renewals, often the wrong deal.
With Mantle
Mantle works out which customer, which deal, which document you actually mean before it answers.
It sees four records, not one person
Plain RAG
“J. Smith,” “@jsmith,” and “James Smith” read as three different people. The pieces never add up.
With Mantle
Mantle merges them into one verified identity, with how sure it is shown.
It returns a list, not the connections
Plain RAG
“Who owns the Acme escalation and what did we promise them?” takes three searches and a human to stitch together.
With Mantle
Mantle follows the links across your systems and answers in a single step.
It can't tell a contract from a hallway chat
Plain RAG
Every chunk is weighted the same and nothing carries a source, so a confident answer can be flat wrong.
With Mantle
Mantle scores every fact for trust and attaches its source, so the answer is reliable and you can verify it.
Search stops at “here’s some text that looks related.” Mantle resolves the meaning, merges the identities, maps the connections, and ranks by trust, a context engine, not a search box.
See how mantle comparesSecurity & data boundary
We index your data. Raw content stays in place.
Mantle reads from your connected systems, builds an index of entities, relationships, and embeddings, and leaves the raw records where they live. Source content is fetched on demand at query time and never persisted to our database. On Enterprise, the entire extraction engine runs inside your own cloud account, so source bytes never transit our infrastructure at all.
Tenant isolation, tested
All plansEvery read is filtered by tenant_id at the database level. 60+ automated cross-tenant tests run on every commit.
SOC 2 Type II
In progressIndependent audit of security, availability, and confidentiality controls. Report available under NDA in Q3.
VPC deployment
EnterpriseRun the full Mantle engine inside your own cloud account. Source data never leaves your network, including in transit.
Air-gapped
EnterpriseFully isolated install for environments with no outbound connectivity. Uses customer-hosted Claude / Bedrock models.
Pricing
Start free. Pay as you grow.
Connect a source and query it for free today. Move to usage-based pricing when you scale, or run the whole engine in your own cloud on Enterprise.
See full pricingFree
Try it on your own data
$0
One source, generous limits
Pro
For working teams
Usage-based
All connectors, higher limits
Enterprise
Your cloud, your rules
Custom
VPC, SSO, security review
Preview pricing, finalising for Q3 2026. Talk to us for a tailored quote, or start free.
Where this goes
Every enterprise is becoming an AI enterprise. Mantle is the infrastructure it runs on.
Imagine every agent in your company knowing what your best employee knows. That is what Mantle is for.
Get started
Your AI deserves
deeper context.
Connect your first source in under five minutes, or talk to us about an enterprise rollout.
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