Managed AI workforce · AWS Bedrock AgentCore

Your AI workforce,
delivering real work every morning.

Walli-AI is the managed AI workforce for ops-led teams. Hire a role, connect your tools, and your agents run recurring workflows on a schedule — handing you finished deliverables, not another chat box. Every agent remembers your business and runs on Walli-AI Spark or your own API keys, your call per agent.

Public launch coming soon. Get notified the moment trials open — no application form, no founders' cohort.

Today · 3 deliverables ready before 9am
🗓️
Daily Meeting Brief
Sarah's EA · weekdays 8:00 AM · 5 meetings prepped
✓ done
📥
Email Triage
Marc's Inbox · weekdays 6:30 AM · 41 sorted into 4 buckets
✓ done
🌙
EOD Summary
Alex's EOD · today 5:55 PM · decisions + tomorrow's agenda
next: 17:55
5 min
to your first deliverable
Spark or BYOK
managed inference, or your own keys — per agent
Recurring
scheduled workflows that fire on cron
Remembers
learns your preferences, focuses on what you ask now
What makes Walli-AI different

Three things every agent on Walli-AI does that a chat box can't.

Hosted AI is a commodity. The system around it isn't. Walli-AI ships the runtime, scheduler, memory, and integrations that turn "smart chat" into a workforce that delivers real recurring work.

Real deliverables, on a schedule

Walli-AI agents aren't a chat window you have to babysit. They run recurring workflows on standard cron, call your tools, and hand you a finished deliverable — a meeting brief, a triaged inbox, an end-of-day summary — waiting for you before you sit down. The Today page shows what ran, what's queued, and what each agent produced.

Memory that compounds

Every agent builds long-term memory of your business across sessions — and it's relevance-gated. It pulls in the project from three weeks ago exactly when that's what you're asking about, and stays on the new thing when it isn't. No re-explaining. No dumping last week's task into today's reply.

$

Pricing you can see

No application form. No founding-X program. No "request a demo" gate. Pick a tier, connect your tools, and your agents go to work. The whole pricing matrix is on this page — the per-tier AI budget, the per-model multipliers, the add-ons. Math you can verify before you pay.

Day in the life

Three agents. Three roles. One quiet team.

Walli-AI ships pre-built workflows for the EA and ops jobs that should run without anyone touching them. Connect Google (Gmail, Calendar, Drive) or Slack; the workflows below come live in minutes.

SK
Sarah's EA
Executive assistant agent
0 8 * * 1-5 · weekdays @ 8:00 AM

Daily Meeting Brief

Each morning the agent reads Sarah's calendar, pulls context from prior meetings, and assembles a prep brief for the day — agenda, priorities, and pre-reads per meeting. It's waiting on her Today feed (and any connected channel) before her first standup, so she lands on agenda, not inbox triage.

Output: structured brief · agenda + priorities + pre-reads, 4-6 meeting blocks
MR
Marc's Inbox
Email triage agent
30 6 * * 1-5 · weekdays @ 6:30 AM

Email Triage

Sorts overnight email into four actionable buckets — urgent, action required, FYI, archive — with a suggested next step on the ones that matter. By the time Marc opens his inbox the triage is done, and one click on the Today page drafts a reply to any thread.

Output: 4-bucket triage + suggested next steps · one-click draft on demand
AT
Alex's EOD
End-of-day summary agent
55 17 * * 1-5 · weekdays @ 5:55 PM

EOD Summary

Recaps the day's meetings, captures decisions and follow-ups, and previews tomorrow's priorities. Alex closes the laptop at 5:55 with a one-page wrap-up on his Today feed — and delivered to whichever channel he's connected.

Output: structured EOD summary · decisions, follow-ups, tomorrow's agenda
Integrations

Connect the tools your team already uses.

One Integrations hub, every connection. OAuth, bot tokens, or API keys — wired up per agent in a few clicks. Same key across agents to share a workspace, or a different key per agent to reach separate ones. No configuration files. No webhook debugging.

📧
Gmail
Google OAuth
Live
📅
Google Calendar
Google OAuth
Live
💾
Google Drive
Google OAuth
Live
💬
Slack
Bot OAuth v2
Live
📬
Outlook
Microsoft OAuth
Soon
🔔
Discord
Bot token + webhook
Live
✈️
Telegram
Bot token
Live
🔀
n8n
API key · workflow automation
Live
🐙
GitHub
PAT · per-agent
Live
📝
Notion
API key · per-agent
Live
🎯
HubSpot
API key · per-agent
Live
🏃
Jira
API key · per-agent
Live
The Today page

One view. Every agent. Every schedule.

Cron expressions, last-run results, queued work, this morning's deliverables, token usage — all on one screen. Your whole fleet, not a single chat window.

Today · Acme Operations

Agents Workflows Runs Schedules
Sarah's EA
Executive assistant
Marc's Inbox
Email triage
Alex's EOD
EOD summary
Pipeline Bot
Sales digest
Research Helper
Daily news digest
Support Triage
Manual only
Onboarding Bot
New-customer flow
+ Add agent
7 of 9 used

You shouldn't have to apply
to use an AI agent platform.

Walli-AI is built for operators who want to ship work this week — not impressionable enterprise buyers chasing a "founding cohort" that turns into a sales motion. Pick a plan. Start a trial. Cancel anytime. We mean it.

Self-serve at launch. No application form. No founders' cohort. Pick a plan and go.
Pricing on this page. Per-tier budget, per-model multiplier. Math you can verify.
BYOK on every tier. Mix Walli-AI Spark agents and agents on your own Anthropic / OpenAI / Google key — per agent, your call.
Cancel anytime. Workspace retained 30 days for re-subscription, then deleted.
Production-grade runtime, zero ops. Built on AWS Bedrock AgentCore — managed micro-VM isolation, scaling, and recovery handled for you.
Pricing

Pick a tier. Start a trial. See your first deliverable.

Token quotas are denominated in Haiku-equivalent tokens. Sonnet uses 3× quota per token; Opus 5×. One number to track regardless of which model you pick.

Solo

$29.99/mo

Your first AI teammate. For individuals automating real work.

  • 2 agents — 1 Spark (Walli-AI) + 1 BYOK (your key)
  • 15M-token monthly AI budget
  • Every model: Haiku, Sonnet, Opus
  • 10 GB storage · 1 seat
  • All channels, integrations & skills
  • 3-day trial, credit card required
Get on the waitlist

Team

$79.99/mo

A small fleet where solo experiments become team workflows.

  • 5 agents — 2 Spark + 3 BYOK
  • 40M-token monthly AI budget
  • Every model: Haiku, Sonnet, Opus
  • 30 GB storage · 3 seats
  • Shared workspaces & team library
  • Today dashboard + scheduler
Get on the waitlist

Scale

$449.99/mo

For teams running Walli-AI as core infrastructure.

  • 18 agents — 8 Spark + 10 BYOK
  • 300M-token monthly AI budget
  • Every model: Haiku, Sonnet, Opus
  • 200 GB storage · 25 seats
  • White-label branding
  • Dedicated support
Get on the waitlist

Every tier includes all of Walli-AI's intelligence, channels, integrations and skills — and every model. What scales up the ladder is your AI budget, fleet size, seats, and team controls. Scale is the top of the ladder — grow beyond it with add-on agents and token packs, no custom contract or sales call required.

Need more? Token packs (one-time, never expire) 25M for $49.99 · 100M for $179.99 · 500M for $799.99. Extra Spark agent $25.99/mo (includes 7.5M tokens). Extra BYOK agent $19.99/mo.

Security & isolation

Tenant isolation across seven layers. Verified, not asserted.

Walli-AI runs every agent session in its own AWS Bedrock AgentCore micro-VM — hardware-isolated, with KMS encryption, per-agent secrets, and per-tenant IAM. Each layer is independently enforced — not just policy-documented.

Layer 1 · Compute
Bedrock AgentCore micro-VM per session, no shared runtime
Layer 2 · Network
Managed micro-VM isolation, no cross-tenant path
Layer 3 · Storage
Tenant-scoped paths, KMS-encrypted at rest
Layer 4 · Database
DynamoDB partitioned by TENANT#id
Layer 5 · Secrets
Per-agent Secrets Manager, KMS-encrypted
Layer 6 · Identity
Cognito JWT + tenant claims, MFA, step-up
Layer 7 · Application
HMAC + JWT defense on internal invokes
Audit
Every ops action logged; 90d retention
Frequently asked

Direct answers to the questions buyers actually ask.

Do I bring my own Anthropic / OpenAI API key?
Either way works, and it's a per-agent choice on every tier. Walli-AI Spark agents run on Walli-AI's managed Bedrock inference — no API keys to juggle, pick Haiku / Sonnet / Opus, billed against your tier's AI budget. BYOK agents run on your own Anthropic / OpenAI / Google key, so that inference is billed by your provider, not us. Every tier ships with both: Solo is 1 Spark + 1 BYOK; Scale is 8 + 10. Mix and match per agent.
How is a Walli-AI agent different from a normal LLM chat?
A normal chat answers and forgets. A Walli-AI agent runs inside your business: it carries long-term, relevance-gated memory of your prior work and preferences, it knows the platform's vocabulary (workflows, schedules, agents, runs), and — most importantly — it runs recurring workflows on a schedule and hands you finished deliverables, not just replies. When a request is ambiguous or a tool isn't connected, it returns a structured clarification or a clear "here's what I need" answer instead of guessing or dead-ending. The chat is one surface; the work happens on schedule, in the background.
What integrations are available?
Google suite (OAuth): Gmail, Calendar, Drive — connected once, usable by any workflow. Slack (bot OAuth): agents can send messages, read channels, and post deliverables direct to DMs or channels. Discord & Telegram: bot-token channel routing — agents receive commands and deliver outputs wherever your team lives. Microsoft Outlook (mail + calendar) is on the integrations roadmap — in development, not yet available.

API-key integrations: n8n, GitHub, Notion, HubSpot, Jira — all connected per-agent in about 30 seconds. Because the key is per-agent, you choose the workspace model: point two agents at the same key to share one workspace, or give each agent its own key to reach separate workspaces from a single tenant.

Everything lives in one Integrations hub in the portal, and all credentials are encrypted at rest with your tenant's KMS key and never leave AWS.
How fast is the trial setup?
Sign up → pick an occupation → optionally connect Gmail, Calendar, or Slack → run a pre-built workflow. Five minutes to first deliverable. Agents run on Bedrock AgentCore micro-VMs that spin up on demand and sleep when idle, so you pay for work, not idle time. The trial runs 3 days on one Walli-AI Spark agent; a credit card is required up front and converts automatically to your chosen tier at the end of day 3 unless you cancel.
What about team members — can I invite my team?
Yes. Multi-user is supported with role-based access — Owner, Admin, Editor, Viewer — and per-action authorization. Seats scale with the tier: 1 on Solo, 3 on Team, 10 on Business, 25 on Scale. Business and Scale add single sign-on (Google Workspace, Microsoft Entra, Okta, SAML, OIDC), role-based access controls, and an audit log. Invite by email, accept on first sign-in.
What models are available?
Every tier gets every model — there's no model gating by plan. Walli-AI Spark gives you Anthropic Claude Haiku 4.5, Sonnet 4.6, and Opus on AWS Bedrock with cross-region inference profiles, selectable per agent. Your AI budget is denominated in Haiku-equivalent tokens with 1.0× / 3.0× / 5.0× multipliers for the three models — so it's one number to track regardless of which model an agent uses. BYOK agents run on Anthropic, OpenAI, or Google direct.
What happens when I hit my monthly token quota?
The Token Meter warns at 70%, 90%, and 100%. At 100%, agent responses pause and you're prompted to either upgrade your tier or buy a one-time token pack (25M for $49.99, 100M for $179.99, 500M for $799.99 — packs never expire). In-flight runs complete; we don't kill mid-task. BYOK agents don't draw down this budget at all — that inference is billed by your own provider.
How is Walli-AI different from wiring up Bedrock agents myself?
Rolling your own gets you a model endpoint and a lot of glue code. Walli-AI gives you the managed runtime PLUS everything around it: managed Bedrock AgentCore micro-VMs (or BYOK), a workflow builder, a recurring workflow scheduler, the Today dashboard across your whole fleet, pre-built occupation workflows out of the box, relevance-gated long-term memory so agents focus on what you're asking now, a unified per-agent integrations hub, multi-channel routing, a refusal/clarification protocol instead of silent dead-ends, an ops console, audit log, MFA, and role-based access. You could build all of this. Most teams shouldn't.
Where does my workflow data live?
Walli-AI runs on AWS. Workflow and agent definitions live in DynamoDB (tenant-partitioned, KMS-encrypted, point-in-time recovery enabled, 35-day window). Conversation history and deliverable bodies live in encrypted, tenant-scoped object storage. Long-term memory — the snippets an agent uses for cross-session recall — is indexed per-agent and scoped strictly to your tenant.

Gmail and Calendar are read fresh per run; Walli-AI does not maintain a separate cache of inbox or event data. Anything the agent references during a conversation may show up in that agent's memory index for future recall (also tenant-scoped). All data uses your tenant's KMS key.
Can I cancel anytime?
Yes. Cancellation takes effect at the end of your current billing cycle; you keep your tier until then. Workspace data is retained 30 days post-cancellation for re-subscription, then deleted. Self-serve data export is on the post-launch roadmap; in the interim, contact support@walli-ai.ai to request a workspace export.

Stop pretending your AI is your team.
Make it your team.

Public launch is around the corner. Get on the waitlist and we'll notify you the moment trials open — no application form, no founders' cohort, no sales call.

Get on the waitlist