Service · Marketing Automation

Marketing automation, done properly.

KUMO builds custom marketing automation for revenue stage teams. Multi channel journeys, CDP and CRM sync, real attribution, AI decisioning. When your MoEngage, WebEngage, or HubSpot ceiling starts breaking your roadmap, we ship what SaaS cannot.

11Countries
MetaTech Provider
AWSPartner
4.6/5G2

Our owned proof

KUMO runs its own cross channel marketing automation platform at production scale.

CampaignHQ

KUMO's own productMeta Tech ProviderAWS Partner

CampaignHQ is KUMO's own multi channel marketing automation platform. WhatsApp, email, and SMS in one engine, with journey building, template governance, and campaign attribution built in. It runs at production scale for NxtWave, YuppTV, Volopay, Riwayat, Affixious, and SmashHouse. Every custom marketing automation build KUMO ships benefits from what we already learned running our own platform.

"CampaignHQ unified our WhatsApp and email programs. We cut vendor costs and finally see which journeys drive revenue."Rajesh Raikwar, CTO, Volopay (YC)
"3x journey completion rate. Automations run end to end without us babysitting five tools."Priya, CEO, Riwayat
50M+Messages sent
4.6/5G2 rating
99.9%Uptime
Meta & AWSPartner

When custom marketing automation is right

When to build custom on marketing automation.

Four situations where a SaaS marketing automation platform breaks and a custom build is the right call.

Your journey builder cannot do what your roadmap needs

You have logic your platform's journey builder cannot express. Multi step conditional branches based on warehouse data, real time product events, third party API lookups, or model outputs. Every quarter your team writes another workaround.

Data lives in silos your automation platform cannot unify

Your CDP is one product, your CRM is another, your warehouse is a third, and your product events sit in a fourth. Your marketing automation platform can only see what fits its own schema. Segmentation is wrong because half the data is missing.

Attribution across channels is missing or unreliable

You send WhatsApp, email, SMS, push, and in app messages. Your platform reports opens and clicks per channel but cannot show which combined journey actually drove revenue. Your dashboard tells you nothing you can act on.

Vendor cost is scaling non linearly with volume

Your platform bills per contact, per event, per channel, or per journey. Traffic doubles and your bill triples. The SaaS unit economics broke somewhere between growth stage and revenue stage.

What KUMO ships

What a KUMO marketing automation build actually delivers.

Orchestration

Journey Engine

Custom multi channel journey engine. Real time triggers from your product, CRM, or warehouse. Conditional branches you can code, not just drag and drop. Model outputs as decision inputs. Runs on n8n, code first, or hybrid depending on team fit.

Data

Data Unification

CDP style unification on your own data warehouse. Identity resolution across CRM, product, and third party sources. Event schema governance so downstream automations do not break silently. Reverse ETL to keep channel tools in sync.

AI

AI Decisioning

Send time optimization, next best channel selection, next best action, and automatic segment discovery. Model outputs feed the journey engine as decision inputs. Confidence based fallbacks so nothing ships without a safety net.

Delivery

Cross Channel Delivery

WhatsApp, email, SMS, push, and in app. WhatsApp runs on CampaignHQ or your existing BSP. Email on your SMTP or SES. SMS through your gateway. Deep custom WhatsApp AI builds are their own service. See WhatsApp Business.

Production operating model

How KUMO makes marketing automation systems operable.

Where a KUMO engagement differentiates from freelance campaign wiring. Every KUMO marketing automation build includes:

Environment separation

Dev, staging, and production with independent credentials and audiences.

Event and schema governance

Contract tests on every event schema so downstream journeys do not break silently.

Idempotent sends and deduplication

The same customer never gets the same message twice from a retry, duplicate event, or race condition.

Frequency capping and quiet hours

Per channel and per journey caps. Timezone aware quiet hours. Global suppression lists.

Consent and preference center integration

Every send respects the customer's current consent state. Preference center writes back into the source of truth.

Cross channel attribution

Multi touch attribution using your own event data. First touch, last touch, and time decay models available.

Runbooks and handover

Every journey documented. Failure modes and escalation paths written down. Your team operates the system without KUMO.

Cost and vendor observability

Per channel and per vendor spend tracked in your own dashboard. No vendor invoice surprises.

How this fits the market

Which marketing automation choice fits which team.

Choice Model Best fit Main trade off
MoEngage Multi channel engagement platform, India origin, mobile first. Mid market to enterprise mobile app companies with clean event schemas and standard use cases. Costs scale non linearly with MAU. Custom logic requires vendor engineering. Data lives in their CDP.
WebEngage Multi channel CDP plus omnichannel automation, India origin. Mid market ecommerce and consumer teams needing a starter CDP with journeys included. Same SaaS ceilings on custom logic. Vendor lock in for the CDP layer.
HubSpot CRM plus marketing automation plus more, global. SMB to lower mid market B2B needing sales and marketing in one place. Marketing Hub Enterprise scales quickly. Custom logic caps at Workflows limits.
Braze Enterprise mobile first cross channel engagement. Large enterprise consumer apps with dedicated MarTech engineering. Enterprise price and enterprise complexity. Long implementation.
In house build from scratch Your team writes the journey engine, CDP layer, and channel integrations. Engineering heavy teams with dedicated MarTech engineers. Rewriting a marketing automation platform from scratch is a 6 to 18 month project. Most teams do not have the runway.

Not sure whether custom marketing automation is the right boundary?

Bring one customer journey. Its channels, source data, current SaaS platform, monthly volume, and business goal. Get a 30 minute marketing automation review. KUMO tells you whether to stay on your current platform, migrate to CampaignHQ, or build fully custom.

Book a consulting call

Delivery approach

How KUMO ships marketing automation.

011 to 2 weeks

Architecture review

Map current systems, channels, data sources, and use cases. Identify what breaks today. Define target architecture. Get scope, timeline, and budget aligned.

022 to 4 weeks

Data foundation

Warehouse and CRM sync in place. Event schema contracts written. Identity resolution live. Reverse ETL if channel tools need syncing.

033 to 8 weeks

Journey engine build

Journey engine deployed. First 3 to 5 production journeys shipped end to end. Per channel delivery adapters wired up. Consent and preference center integrated.

042 to 4 weeks, optional

AI decisioning layer

Send time optimization, next best channel, or segment discovery models built. Model outputs feed the journey engine as decision inputs. Fallbacks defined.

051 to 3 weeks

Attribution and observability

Cross channel attribution dashboards live in your BI tool. Per journey ROAS tracking. Vendor cost dashboards. Anomaly alerts.

061 to 2 weeks plus optional ongoing

Handover and support

Runbooks handed over. Your team trained. Optional retainer for tuning, incidents, and system additions post handover.

Typical engagement

What KUMO marketing automation engagements typically look like.

Three shapes of engagement based on scope and stage. Final quote after the architecture review.

Larger scope

Grow Build

Typical investment

$25K to $50K

10 to 20 weeks

Multi channel marketing automation with unified data foundation, cross channel attribution, AI decisioning, migration from an existing platform, or compliance heavy setup. Full observability, DR, evaluation harness.

For high volume business

Yearly Engagement

Typical investment

$50K to $100K / year

Annual, ongoing partnership

Ongoing multi project engagement for teams running marketing automation at high volume. Continuous system improvements, new journeys, AI model retraining, new channel additions, incident response, platform migrations, cross region expansions. Renews annually.

What changes the range: number of channels, journey count, data source complexity, migration scope, AI decisioning scope, multi region and compliance requirements. Final quote after the architecture review.

Why KUMO fits

Why teams choose KUMO for custom marketing automation.

KUMO owns CampaignHQ

CampaignHQ is KUMO's own multi channel marketing automation platform. We know cross channel orchestration from running it in production for NxtWave, YuppTV, Volopay, Riwayat, Affixious, and SmashHouse. Every KUMO custom build inherits what we learned.

Real production marketing automation experience

50M+ messages sent through KUMO built systems. Cross channel journeys, real attribution, AI decisioning, migrations off SaaS platforms. Not a slide deck. Production.

Data engineering muscle for CDP work

Marketing automation only works if the data foundation works. KUMO ships warehouse sync, identity resolution, event schema governance, and reverse ETL as first class parts of the build. Not an afterthought.

Senior engineering, full ownership

One senior engineering team from architecture review to handover. Same people you scoped with are the people shipping and operating. Full IP transfer at handover.

Related KUMO work

Where to go next.

Related KUMO services

Marketing automation resources

FAQ

Common marketing automation questions we get.

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.

Ready to ship marketing automation?

30 minutes, no pitch deck. You describe one customer journey. Its channels, source data, current SaaS platform, monthly volume, and business goal. KUMO tells you honestly whether to stay on your current platform, migrate to CampaignHQ, or build fully custom.