How is KUMO different from MoEngage, WebEngage, or HubSpot? +
They are SaaS marketing automation platforms. KUMO builds custom marketing automation systems on your own data foundation. If a SaaS platform fits your roadmap, use it. If you have hit its ceiling, we build what fits.
Do I need to migrate off my current platform first? +
Not necessarily. Many KUMO builds run alongside an existing platform for months. You can migrate journey by journey. Full migration is a valid path, but so is targeted extension where the SaaS platform breaks.
Can KUMO integrate with our existing data warehouse and CRM? +
Yes. Snowflake, BigQuery, Redshift, Databricks, Postgres. Salesforce, HubSpot CRM, Pipedrive, Zoho. That is the starting point of most builds. The warehouse is the source of truth, not a vendor CDP.
What channels does KUMO support? +
WhatsApp, email, SMS, push, and in app. WhatsApp runs on CampaignHQ or your existing BSP. Email on your SMTP, SES, Postmark, SendGrid, or CampaignHQ. SMS through your gateway. Push via FCM or APNs directly, or via a wrapper. For deep custom WhatsApp AI specifically, see the WhatsApp Business service.
What does the AI decisioning layer actually do? +
Send time optimization, next best channel selection, next best action, and segment discovery. Model outputs feed the journey engine as decision inputs. Every AI decision has a confidence based fallback so nothing ships without a safety net.
How is attribution handled? +
Cross channel multi touch attribution using your own event data. First touch, last touch, and time decay models available out of the box. Dashboards live in your BI tool (Looker, Metabase, Superset, Sigma) not a vendor dashboard.
What about consent and compliance? +
Consent and preference center integration is built in. Every send respects the customer's current consent state. Preference center writes back into the source of truth. GDPR and DPDP compliant by architecture. Data residency configurable per region.
What about IP ownership? +
Full IP transfer at handover for the custom code and integrations we build. CampaignHQ and any third party SaaS or APIs remain owned by their respective vendors under their own licenses.
How long does a typical build take? +
Starter Build: 4 to 10 weeks. Grow Build: 10 to 20 weeks. Yearly Engagement: annual, ongoing. Actual timeline depends on scope, data complexity, and migration requirements. The architecture review defines the number.
What happens after go live? +
Optional retainer for tuning, incidents, new journeys, model retraining, channel additions, and platform migrations. Your team can operate the system without KUMO, and many do. A retainer is available when it makes sense for your team.