A bridge for the tools that don't talk to AI yet.
Most software in your stack — accounting, niche SaaS, your own custom APIs — wasn't built with AI in mind. We wrap your tools in the standard AI integration protocol (MCP) so Claude, ChatGPT, Gemini, or any AI client you choose can read and write to them. Three packages, one rule: you pay monthly only when we run something for you.
Your tools
MCP
Model Context Protocol — one connector, every AI
AI clients
Nebula
Your dashboard
Your tenant + a module catalog.
Training, always included.
Every package starts with hands-on training: which AI model for which task, how to ask good questions, when to trust the output, and how to connect it all from your own devices. Monthly clients get a refresher every quarter. We don't just connect your tools — we make sure your team actually uses them.
The connector catalog.
Each connector wraps one specific tool or API. The catalog grows every month, and every connector exists because a paying client needed it. If your tool has a public API and isn't in the catalog yet, we build it — and once built, it's maintained for everyone.
Your control panel (monthly clients).
Clients on a monthly plan get a private control panel at their own subdomain: manage your connections, your users, your access — plus a built-in CRM and ops tools. Your data, isolated from every other client. If you have a data-residency requirement, tell us up front and we scope hosting around it.
Connector Catalog
| MODULE | WHAT IT DOES | STATUS |
|---|---|---|
| Accounting (FlowAccount) | Ask AI about your expenses, POs, and invoices in plain English. Document extraction included. | Live |
| Treasury (Airwallex) | Multi-currency balances, transactions, FX rates, and payouts — all queryable and executable through AI. | Live |
| CRM connectors (Front) | AI reads cases, drafts responses, automates workflows inside your CRM. | Live (client build) |
| Call transcripts (Zoom) | Search and summarize your recorded calls through AI. | In progress |
| Custom API wrapper | Your internal company API, readable and writable by AI. | On request |
| Notion / Linear sync | Read and write to your team workspace and ticketing. | On request |
| Slack / LINE messages | Search team conversations through AI. | On request |
Don't see your tool? If it has a public API, we'll build the connector — scoped per connector, usually shipped in 1–2 weeks. See Custom Connector pricing below.
A flow audit, then a fixed quote.
Every engagement starts with a paid flow audit — we map the workflow, scope the fix, and credit it in full to your first month. From there, every project is quoted as a fixed price, agreed before anything else is signed.
AI CONNECT
Custom quote
one-time, scoped on a call
- ▸Connect tools that already support AI (public MCPs) to ChatGPT, Claude, or Gemini
- ▸Runs on your own accounts — nothing of ours keeps running
- ▸Team training included (models, prompting, setup)
- ▸Scoped by number of tools and team size
Want us to keep running it? Ask about the Managed add-on: monitoring, updates when models change, support, quarterly training — a fixed monthly, cancel anytime, nothing breaks.
CUSTOM CONNECTOR
Custom quote
per connector + monthly hosting
- ▸For tools with a public API but no AI support — we build the bridge
- ▸Most connectors ship in 1–2 weeks — days of work, not months
- ▸We host and maintain it; when APIs change, we fix it free
- ▸Control panel + training included; your connector joins the catalog with free use forever
Need more than a connector? Projects beyond ~100 hours of work are custom builds — see Custom Builds.
R&D LAB
Custom quote
monthly retainer, CTO on demand
- ▸A fixed number of days per month: strategy, custom builds, automation, AI adoption
- ▸Full custom software projects run through this line
- ▸Control panel + quarterly training included
- ▸Direct line to senior engineers — no account managers in between
- ▸Outputs can include verified, human-checked datasets, not just software
For owners who need technical leadership without hiring a CTO.
- ▸Every engagement starts with a paid flow audit — we map the workflow, scope the fix, and credit it in full to your first month. From there you get a fixed quote before anything is signed. No hourly meters.
- ▸The rule: one-time if we just set you up; monthly only when we run something for you.
- ▸Catalog connectors installed free on monthly plans.
- ▸50% upfront on builds, 50% on go-live. Cancel monthly plans anytime — your data is exportable, your connections keep working.
Things people ask.
How do you price work?
We don't bill by the hour — you'd be buying our time instead of the result. Every engagement starts with a paid flow audit: we map the workflow, scope the fix, and credit the audit in full to your first month. From there the work is quoted as a fixed price, so you know the number before anything else is signed. Monthly fees apply only where we keep running something for you.
Where does my data live?
Monthly clients get an isolated tenant with its own database and credentials. AI queries call Claude, OpenAI, or Google directly using your own accounts — the AI provider doesn't train on your data, and we don't store query content. If you need the tenant in a specific region, say so during the audit and we scope hosting around it.
Do I need to be technical to use it?
No. Training is included in every package — we set up the AI accounts with you, connect your tools together on a call, and teach your team how to use it day to day. From then on, your interface is whatever AI client you already use.
What tools can you connect?
Anything with an existing MCP connects in the AI Connect package. Anything with a public API can get a custom connector — accounting software, CRMs, ticketing, your own internal systems. Check the catalog above, and if your tool isn't there, ask. Every connector we've shipped started as a client request.
Can my bookkeeper or admin keep using our tools the normal way?
Yes. This is an AI window on top of your tools — it doesn't replace them. Your team keeps doing what they do. You get the AI layer for yourself.
What does the monthly fee actually buy?
Real recurring work: we monitor what we run for you, fix things when AI models get deprecated or APIs change (and they do), answer your team's questions, and refresh your training quarterly. If we set you up one-time, there's no monthly fee at all — and if you cancel a monthly plan, your connections keep working on your own accounts. You just go back to self-serve.
What if you stop building this?
Your data is exportable any time. The endpoints are standard MCP — you could re-host them yourself or move to another vendor. No lock-in beyond a one-month notice on the recurring.
Can I see a demo without committing to anything?
Yes. Tell us what you'd want to ask it, and we'll reply personally — usually within a day — with a straight answer on whether it's a fit.
Tell us what you need.
Which tool isn't talking to the others. We'll reply personally, usually within a day, with a clear yes/no and what it'd take.