AI-native business workbenches for SMB teams.
Pragmatic, evidence-forward workbenches that put AI to work in your marketing and operations stack — without enterprise contracts, minimums, or overhead.
AIM Engines is a set of AI workbenches for small marketing and operations teams (1–50 people). Each workbench handles one job — content today, community next — and they share one login, one bill, and one view of your business.
- No enterprise contracts
- No minimums
- Privacy-first, self-hosted
What is AIM Engines, and is it right for my team?
It depends on what's eating your week.
- If you're a solo founder writing posts and chasing leads, start with Content Workbench. It drafts, scores, and publishes content while you approve.
- If you're a fractional CMO or COO running several clients, use Content Workbench per client and add Community Workbench when it ships.
- If you're an ops leader past spreadsheets but not ready for an enterprise suite, talk to us about the roadmap (CRM, analytics, knowledge).
If you need a full enterprise marketing cloud, we're not the right fit.
As of October 2026, Content Workbench is live.
Built for teams of 1 to 50.
Solo founders
Writing content, managing social, tracking leads — workbenches do the repetitive work so you focus on what only you can do.
Fractional CMOs & COOs
Manage marketing and operations across a client portfolio with leverage, not added headcount.
Ops leaders
Past the spreadsheet phase but too small for a six-figure enterprise implementation.
Purpose-built workbenches, one host.
Shared auth, billing, and context across every workbench — the power of purpose-built tooling without stitching together a dozen vendors.
Content Workbench
LiveCreates and manages content, then publishes it where it needs to live — your site, social, email. AI agents draft, research, reformat, and schedule; you keep strategy and approval. Optimized for SEO, AEO, and brand.
Community Workbench
In developmentMonitors, responds to, and moderates community activity across the channels your audience already uses — Reddit, LinkedIn, forums. Explicit, auditable capabilities you authorize. Early access coming soon.
Agents for the way you work.
AIM Engines is a host, not a walled garden. Run the workbenches with the models and tools you already use — or let our embedded agents do the work.
Bring your own keys
Connect your own API tokens — frontier models or open-source models you host. Your account, your usage, your data.
Use your own tools
Drive your workbenches from Claude Desktop, Codex, Cursor, and other MCP-capable clients and IDEs. Bring the agent you already work in.
Or use ours
Prefer not to manage keys? Use AIM Engines' embedded agents — billed by token usage, with nothing to set up.
Curious whether a workbench fits your team?
Tell us about your use case. Submissions go directly to our founder — not a third-party CRM. We reply within a day.