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The platform

How Lifter runs your team's AI in one place.

The specialists, the tools they reach for, the memory they build, the controls you keep — and where it all runs.

01Positioning

The spectrum of agent capability.

AI agents aren't one thing. They sit on a spectrum — from rigid task runners to general assistants to a new third category Lifter is built for.

01 · Workflow agents

Zapier · n8n · Make

Cheap and reliable, until they aren't.

StrengthPredictable for known, well-defined flows.
LimitRigid. Breaks on the first edge case. No judgement, no memory, no learning.

02 · Personal assistants

Claude · ChatGPT · Copilot

Universal, conversational, broadly capable.

StrengthHelpful on any question, with judgement and reasoning.
LimitPer-person. No continuity, no team context, no governance, no shared knowledge.

03 · Operator agents

Lifter

General-purpose work, with persistent memory and governance.

Built forAgents organisationally embedded, learning over time, with the controls a real company needs.
The pointA new category that operates the business alongside your team.
Less autonomy More autonomy
02Centralised by design

One platform for every AI capability in your business.

Connectors, skills, memory, agents, approvals, audit — all in one place. Set up once. Distribute across the org. Govern centrally.

Connectors

Managed in one catalog. Connect Shopify, Gmail, Slack, Stripe once. Allocate to the right teams and agents. Revoke instantly.

Skills

Shared library. Pre-built handbooks for common operations. Author your own. Distribute to every relevant agent across the org.

Memory

Organisational, not personal. Agents share institutional knowledge — house style, customer history, decisions made — not one person's chat log.

Governance

Single pane. Access control, permissions, data policy, audit — one place to set the rules and one place to see what happened.

The compounding effect. Every skill written, every connector configured, every lesson learned accrues to the company — not a single inbox.

03The specialists

A handbook, a tool list, a memory.

Three parts your team can read and edit. A specialist is a self-contained unit with its own permissions, its own memory, and a clear way of working — not a black box.

A · Handbook

How it thinks about the work.

A written brief. How to triage a ticket. When to escalate. Your tone of voice. Your refund policy. Authored by retail operators, editable by anyone on your team.

Format Plain text

B · Tools

What it can touch.

An allow-list of connectors. Shopify orders. Klaviyo flows. Gorgias tickets. Each tool gets a permission stance: allow, ask, or deny.

Allow Ask Deny

C · Memory

What it remembers.

Plain text the specialist reads and edits over time. Products, customers, policies, the tone your last reply used. Versioned. Auditable. Yours.

Versioned Editable
04Connects to what you already pay for

100+ connectors. The tools your team already uses.

Native packages for the tools we hand-tune to retail: Shopify, Klaviyo, Gorgias, Cin7, Dotapparel. MCP (the open standard for AI tool access) for the rest of the ecosystem. New connectors land every week.

Live now Shopify Klaviyo Gorgias Cin7 Dotapparel Slack Gmail Stripe Xero HubSpot + many more
See all integrations →
05Workflows

Agent teams & humans, co-owning the same board.

Customer-defined workflows. Customer-defined columns. Typed transitions. Some auto-fire and wake the next agent; some require human approval.

Triage MAgent
Refund request · order #2487
REF-481just now
Replacement enquiry · SKU mismatch
REF-4783m
Bulk return · B2B
REF-47612m
Verify TSpecialist team
Refund eligibility check
REF-4758m
Inventory hold & restock
REF-47214m
Approve HHuman
$340 refund · awaiting manager
REF-47022m
Loyalty credit · $50
REF-46731m
Resolve MAgent
Refund issued · customer notified
REF-4631h
Replacement shipped · tracking sent
REF-4602h
Closed · resolved by Holly
REF-4573h

Built on building blocks already in the runtime. Capability tools, confirmations, scheduling. Workflows aren't a separate product; they're the shape your team gives the platform.

06Dashboards

Dashboards your agent composes.

Ask the agent what matters about your store today. It composes a dashboard from the tools and data it has access to. Persistent, shareable, updated on a schedule.

Revenue · yesterday $48,210 ▲ 12.4% wow
Orders 421 ▲ 8.1% wow
AOV $114.51 ▼ 1.8% wow
Refund rate 2.3% · steady

Holly's narrative

Yesterday's lift came from the winter-essentials bundle. Three SKUs accounted for 38% of revenue. Worth checking inventory depth before Friday's email send.

7-day revenue

Different from generic BI. The agent already knows your business (memory) and can act on what it sees (tools). The dashboard is an artifact of the work, not a separate product to maintain.

07Memory

The longer you use Lifter, the more useful it gets.

Plain text your team can audit and edit. Memory belongs to your business — not the model, not us.

i · Remembers

Your business, in writing.

Products. Customers. Tone of voice. Refund policy. Launch process. What worked last quarter and what didn't.

ii · Readable

Your team owns every word.

Memory is plain text, organised the way a person would organise a wiki. Open it up, change what's wrong.

iii · Portable

Survives a model swap.

Switch the underlying model and the specialist keeps everything it learned. Memory belongs to your business.

08Permissions & approvals

Three states. One inbox for the hard calls.

Every tool a specialist can use gets one of three stances. The risky ones route to the channel your team already uses.

Allow

Low-risk, reversible, audited. Runs without human approval. Drafting an email, building a dashboard, summarising a thread.

Ask

Pauses for a human in the channel your team already uses. Default for anything that touches a customer, costs money, or changes inventory.

Deny

The tool isn't available to that specialist at all. They don't see it. They can't try to use it.

#cx-approvals · today
CS
Maya

Order #48201 arrived damaged. Photo on file. Refund $186.50?

Approve Deny
S
Sam W.

Approved. Add a $20 store credit too.

CS
Maya

Done. Refund processed, store credit issued, customer notified.

09Where it runs

The Gateway runs without the Hub.

Hub is optional. On-prem, customer VPC, air-gapped: pick the deployment that survives your security review.

Hosted

Lifter-managed Hub. Gateway in your cloud.

Multi-tenant operator UI, OAuth flows, connector catalog: all in Hub. Your data stays in your Gateway.

Self-managed

No Hub. Gateway in your VPC. No outbound.

Gateway loads its own config, holds its own credentials, exposes its own tools. Nothing leaves the perimeter.

When a security team asks where the data goes, the answer is: wherever you put the Gateway. We do not require a phone-home.

Read the security write-up →
10Takes your brand

Your company's AI operations centre.

The Hub is fully white-label. Your brand, your colours, your typography. To your team it feels like a tool your company built, because for all intents and purposes, it is.

Default
L
Lifter Hub

Six specialists working on the business today.

The Lifter-default brand. What you'd see if you signed up today without customising anything.

Customer-branded
A
Acme Operations

Four agents handling today's tickets.

The same platform, configured for Acme. Different palette, different typeface, different name. Same engine underneath.

Logo & mark

Your wordmark and app icon throughout.

Brand colour

Your accent applied across the UI.

Typography

Choose from a curated typeface set.

Custom domain

ai.yourco.com instead of ours.

11Extensibility

No lock-in to a model, or an agent.

Today we ship our own purpose-built operational agent. The platform is designed so other AI agents — Claude, Codex, Copilot, and the ones that don't exist yet — can plug into the same controls without rebuilding anything.

Lifter Agent Shipping
Claude managed agents Plug-in ready
Codex / OpenAI agents Plug-in ready

The Lifter platform

One platform, every AI.

Whichever agent runtime you plug in, the controls below stay the same.

Tool access. Every agent sees the same connectors, with the same scopes.
Permissions. Allow / Ask / Deny applies to every agent equally.
Credentials. Held by the Gateway. Never delivered to any model.
Approvals. Same approval queue, regardless of which agent raised it.
Audit trail. One ledger covers every action by every agent.
Copilot-style agents Plug-in ready
Open-source agents Plug-in ready
Your own internal agent Plug-in ready

The model changes; the guarantees don't. Memory, approvals, audit, scheduling — all stay the same when you swap the AI underneath.

Founding cohort, open

Want to see the platform on your stack?

A 30-minute call. We'll show you Lifter running against the integrations your team already uses, and tell you what it would take to deploy.