Make the software that runs your business usable by AI agents.

Introducing Graft AI

Make the software that runs your business usable by AI agents.

Graft AI gives AI agents a reliable way to use legacy software by turning real interfaces into stable tools. It builds a living map of how work moves through your systems, so individual agents and multi-agent systems can execute operations consistently.

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Runs in your environment Stable tool contracts Every action auditable

Interface intelligenceGoverned execution

HomeInvoicesCustomersReports

Create invoiceLegacy desktop workflow

Customer_Northstar Labs_ Amount_$1,459.00_

Currency_USD_Due date_Aug 15_

Create

01

Perceive the interfaceVision, accessibility, state

Mapped

02

Build a capability graphTransitions, rules, effects

Linked

03

Compile a stable contractTypes, recovery, idempotency

Typed

04

Enforce policyApprovals, roles, boundaries

Bound

05

Verify the source effectIndependent evidence

Proven

UI v7.5 changedDrift isolated Adapter recertified

customer\_id`string`

amount`number`

currency`enum`

Effect

Creates exactly one invoice

Approval

Required before write

Evidence

Source record + invoice ID

Current runObserving interface states

Source effectVerified

Built for software you cannot replace

ERP

Mainframes

Desktop apps

Web portals

Virtual desktops

Internal tools

How it works

From any interface to a tool agents can rely on.

01

Observe

Graft watches a real workflow and maps screens, inputs, transitions, and side effects.

02

Compile

Graft generates the typed schema, adapter, policy boundaries, and conformance tests.

03

Verify

An independent witness checks the real application state. The adapter cannot certify itself.

04

Connect

Your agents call one stable MCP tool instead of rediscovering the interface every time.

No changes to the source system. No replacement project. One bridge between what you have and what comes next.

Intent

Adapter

Policy

create\_order `{ customer, product, quantity }` Mapping interface states

Use cases

Unlock work across the systems you already run.

Explore how Graft turns familiar workflows into governed actions your agents can safely call.

Finance and operationsOrder entry, invoice processing, reconciliation, and reporting.View workflows IT and supportUpdate systems, create tickets, and resolve requests.View workflows Supply chainInventory, purchase orders, shipments, and vendor records.View workflows Customer operationsResolve issues and update records across systems of record.View workflows Any departmentIf your team uses it, your agents can too.View workflows

Finance and operations

##

Systems your team already uses

GraftControlled connection

What your AI agents can do

Example workflows

Safeguards and approvals

What Graft handles

What Graft verifies

Built for reliability

Enterprise ready by design.

Stable contractsVersioned tools with clear schemas.

Permission awareRespect roles, rules, and constraints.

Auditable actionsEvery step logged with full context.

Secure by defaultNo data leaves your environment without your control.

↗

create\_orderOrder #1042 created

_Success_2m ago

↻

update\_customerCustomer ACME updated

_Success_8m ago

↓

get\_invoiceInvoice #INV-8891 retrieved

_Success_16m ago

×

cancel\_orderOrder #10421 cancelled

_Success_1h ago

Data stays yours

We connect to your systems. Your data never trains our models.

Built for the systems you cannot replace

Connect anything.

Graft adds a reliable action layer to the systems your teams already depend on. Agents get stable tools across mainframes, internal applications, portals, and file-based workflows without a replacement project.

Explore use cases

◫

ERP

Extract and update records

⌘

Mainframes

Run transactions and queries

▣

Desktop apps

Automate complex workflows

◎

Web portals

Log in, click, fill, extract

</>

Custom systems

Bring any internal tool to agents

⋯

Files & exports

Turn reports into real-time tools

Security by design

Your data stays your data.

Runs in your environmentKeep everything behind your firewall.

Least privilege accessGranular permissions for every tool.

Complete audit trailEvery action logged and traceable.

⌑

Your agents

Graft tools

Access control

Your systems & data

“Finally, our agents can work inside the systems we already rely on every day.”

Director of OperationsFinancial Services

Stable interface for each workflowOne

Agent action governed and traceableEvery

Source-system rewrites requiredZero

Designed for your agent stack

Use Graft from the frameworks and agent runtimes your teams choose.

LangChain

LlamaIndex

CrewAI

Microsoft AutoGen

OpenAI Agents SDK

•••

More

Evidence, not promises

The interface changed. The contract did not.

Each generated tool ships with a conformance bundle that proves the real effect across supported application versions.

12 / 12conformance checks passed

0duplicate effects on retry

2application versions certified

Source applicationLedger Classic 7.4, 7.5

Caller schemaUnchanged

Last verifiedToday, 14:32 UTC

✓Valid order creates exactly one source record

✓Repeated request reuses the idempotency key

✓Unexpected UI state stops before submission

✓Returned order ID matches the source system

Private beta

Your agents are ready.

Bring us one workflow your agents cannot reach.

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Join waitlist

We will be in touch as soon as early access opens.