The RevOps & CRM engine
your GTM team is missing.
Custom HubSpot & Attio implementations, AI-powered CRM enrichment, and RevOps automation enabling every signal, contact, and deal to live in one clean system.

Two ways to put RevOps to work.
Start with a focused CRM build, or run AI-powered RevOps sprints that solve one expensive problem at a time — most clients begin with one and graduate into the other.
We design and build your HubSpot or Attio instance from scratch — or rebuild the one that's quietly leaking revenue.
Full GTM & RevOps audit of your current setup
Lifecycle, pipeline & deal-stage architecture
Data migration, dedupe & cleanup
Lead scoring, routing & SLA alerts
Reporting dashboards & attribution
Scoped, AI-powered projects that solve one expensive problem at a time — or an embedded GTM engineer running them on a rolling subscription.
Inbound orchestration & lead routing
CRM enrichment — 10+ data providers
CRM execution & ongoing optimization
TAM sourcing & intent monitoring
Clay + Claude Code automation workflows
Two CRMs we go all the way in on.
We don't dabble across a dozen platforms — think of it as having your own dedicated HubSpot & Attio expert who configures the system around how you actually sell, not how the platform defaults.
Sales · Marketing · Service · Content
The all-in-one revenue platform.
We architect zero-technical-debt portals across every hub — so adoption sticks and your dashboards finally tell the truth.
Multi-hub implementation & migration
Lifecycle, pipeline & deal-stage design
Workflows, sequences & lead routing
Attribution, GA4 & call-tracking integration
Best for teams scaling sales, marketing & service on one system.
hubspot.com

What we build, end to end.
Data migration & cleanup
Dedupe, fix formatting, suppress junk records, and migrate history with relational integrity intact.
Lifecycle architecture
A staged framework with entry/exit criteria, required fields, and clear team ownership — fully documented.
Pipelines & deal stages
Purpose-built pipelines per motion, with routing logic, deal auto-creation, and aging alerts.
Lead scoring & routing
Behavioral + demographic scoring, MQL thresholds, negative scoring, and instant SLA alerts.
Automation & sequences
Nurtures, reminders, no-show recovery, and follow-up workflows mapped to every lifecycle stage.
Attribution & dashboards
Source tracking, multi-touch attribution, and executive dashboards leadership can actually trust.
Pick a use-case. Watch it run.
Every RevOps sprint ships an AI-powered workflow that captures the data your team
would otherwise research by hand — enriched, scored, and routed straight into the CRM.
AI RevOps Sprints
Custom Clay & HubSpot Builds · Shipped in Weeks
Choose your use-case

HubSpot Enrichment — existing contacts into revenue.
A real GTM Walnut blueprint: marketing automation that pulls multi-million-dollar revenue out of a dormant database of existing HubSpot contacts — enriched, segmented, scored, and routed across the full stack.
100,000+ dormant existing contacts sitting in the database.

Enrichment waterfall, AI research & workflow engine.

Email + LinkedIn outreach, segmented by lead score.
Synced records + real-time Slack alerts to SDRs.
· 10+ providers




























From messy CRM to revenue engine.
One engagement, rebuilt from first principles into a clean, automated system the whole team could finally trust.
A multi-location estate-planning law firm rebuilt its HubSpot from first principles.
28,260
Contacts audited & triaged
5,593
Phantom records suppressed from pipeline
15,000+
Formatting errors fixed · 200+ dupes merged
8-stage
Lifecycle framework built from scratch
Years of inconsistent data made HubSpot a liability: 3,779 contacts invisible to every workflow, 5,593 "family member" records inflating the pipeline, and zero conversion visibility across three offices. Leads fell through the cracks silently.
A full RevOps audit and database triage, a new 8-stage lifecycle documented in a 40-page manual, two purpose-built pipelines with deal auto-creation, automated sequences, and fixed GA4 + call-tracking attribution.
A clean, fully-documented CRM that mirrors how the firm actually sells — every contact classified, follow-up automated, and leadership tracking live against a $4.2M growth target.
"Soumya redesigned HubSpot CRM around our actual sales motion, building lifecycle automation, SDR workflows, and intelligent routing that eliminated manual gaps and improved funnel visibility. With structured enrichment and segmentation in place, HubSpot campaign performance improved from ~15% open rates to 40%+, turning HubSpot into a true revenue-driving GTM system."

Book a strategy call.
Get a GTM engine that wires intent, enrichment, AI outreach, and revenue ops into one connected system — designed for your ICP, deployed in 30 days.
Common questions about AI RevOps & CRM.
CRM Implementation is a build: we design and stand up your HubSpot or Attio instance - a Blueprint phase (~3-4 weeks) followed by phased execution.
AI RevOps Sprints are scoped projects that solve one expensive problem at a time - inbound orchestration, TAM sourcing, CRM enrichment, averaging around two months each.
GTM Engineering-as-a-service is an ongoing service where a dedicated GTM engineer (10-20 hrs/week) handles campaign execution, blueprints, automations, and integrations on a flexible engagement. Most clients start with one and graduate into the next.
Those are the two CRMs we go deep on - HubSpot for teams scaling sales, marketing, and service on one platform, and Attio for product-led and high-velocity teams that want a flexible, data-native system.
We deliberately build deep expertise in two platforms rather than dabbling across a dozen. If you’re migrating from another CRM, that’s squarely in scope. zero-loss migration with your relational data intact is one of the most common reasons teams bring us in.
Usually not from zero. We start with a full GTM & RevOps audit, then decide what to keep, fix, or rebuild.
In one of our client engagement, we audited 58,260 contacts, suppressed 25,593 junk records inflating the pipeline, fixed 25,000+ formatting errors, and merged 2000+ duplicates, all without losing history. The goal is a clean system that reflects how you actually sell, whether that means a careful cleanup or a rebuild from first principles.
The Blueprint phase runs about three weeks - audit, sales-motion mapping, and designing the lifecycle, pipelines, and data model before anything gets built.
The Build phase is phased and depends on scope, typically running anywhere from a few weeks to a few months. We deliver in waves so you see value early like data cleanup and core pipelines first, then automation, scoring, and dashboards, rather than waiting for one big-bang launch.
GTM Engineering is the umbrella - designing the full revenue system end-to-end.
AI RevOps & CRM Implementation is the data and operations layer underneath it: the clean CRM, enrichment, scoring, routing, and reporting that everything else runs on.
Outbound Automation is the campaign execution layer on top.
CRM is a mess, reporting is a black box? Start here. Clean CRM, need the outbound engine? Start with Outbound. Not sure where the bottleneck is? Start with GTM Engineering.
Yes, the strategy just shifts. With zero brand recognition, pure volume cold email underperforms because recipients have no context for who you are. We compensate with tighter ICP targeting using intent signals, heavy personalization at the opener using public signals (funding, lease, hiring, leadership change), and multi-channel sequencing so the LinkedIn warm touch lands before the email. We run this playbook regularly for India-to-US and India-to-UK expansion programs.
Two weeks from contract to first send. Week 1 covers ICP alignment, account mapping, messaging, tool setup, and infrastructure provisioning. Week 2 is domain warmup, sequence build, list load, and first send.
End of month 2 is when reply rates and meetings find their rhythm. Month 3 is when we know what's working, kill what isn't, and double down.
Fixed monthly retainer, starting at $2,500/month and scaling with scope. Most engagements land between $2,500 and $6,000/month depending on email volume, channel mix, geos, and whether CRM/RevOps work is included.
We don't do pure outcome-based pricing because infrastructure, list building, and messaging cost the same regardless of meetings booked, and outcome-only models tend to push agencies toward shortcuts that wreck your domain. We do stand behind the outcomes we forecast in the proposal; it's just not the billing mechanism.
