Stack fit

Does this sit on what you already run?

That's the buying question. The default is yes — we wire an AI layer into the CRM, inbox, catalogue, and channels you already pay for. We don't start by selling you a new login.

Bring your stack to a call

We start from the workflow

Not from an integration marketplace. If WhatsApp plus your CRM is the job, that’s the job.

Native where it matters, bridged where it doesn’t

Direct APIs for the systems in the critical path. Existing zaps only where they’re stable.

Your systems stay yours

CRM, cloud, and channels stay in your accounts. The product sits on them — we don’t become a silent middleman for your data.

Where conversations already happen

  • Website chat
  • WhatsApp
  • Instagram
  • Email
  • Slack
  • In-app assistants

Systems of record

  • Your CRM
  • Helpdesk / inbox
  • Calendars
  • Order & inventory
  • Spreadsheets when that’s the truth

Payments & commerce

  • Checkout and order status
  • Subscription billing tools
  • Storefronts (Shopify and similar)

Automation you already paid for

  • Zapier / Make as a bridge — or we replace the brittle bits
  • Internal APIs and webhooks
  • Model providers you already have keys for

Questions IT usually asks

Do we have to rip out our current stack?
No. The default is to sit on what you already run. We only replace a tool when it is clearly the bottleneck — and we will tell you if it isn’t.
What if our CRM is messy?
That’s normal. We scope the fields the AI actually needs, and we don’t pretend a six-year-old Salesforce org is clean. The first build is honest about data quality.
Can it run entirely on our infrastructure?
Yes. Your cloud region and retention rules, when that’s the requirement. That’s a buying question we answer on the discovery call, not a later surprise.
How many systems does a first build usually touch?
Fewer than you think. One workflow, the two or three systems it needs, one channel. We expand after it earns trust in production.

Bring a list of the tools you already pay for

On the call we’ll map which two or three actually sit on the critical path — and which ones we should leave alone.

We’ll tell you if a platform already fits better.