AI Workflows · Embedded Execution
From AI ambition to
production workflows.
Most GTM teams know where automation and AI could help, but turning that insight into reliable, production-ready systems inside a live stack is hard. We embed with your team to design, build, and operationalize AI-native workflows that run inside your tools and hold up over time.
The Problem
Modern GTM stacks weren't designed to operate this way.
Execution lags insight
Ideas, analyses, and AI experiments pile up faster than teams can operationalize them. The gap between 'we should automate this' and something running in production keeps growing.
Critical logic lives outside the system
Routing rules, enrichment decisions, prioritization logic, and exceptions often exist in docs, spreadsheets, or individual context, not in the systems that actually run the business.
Reporting is slow and fragile
Data is spread across tools, stitched together manually, and surfaced after the fact. By the time it reaches leadership, the window to act has already moved.
Our Model
Forward-deployed, not outsourced.
Forward-deployed, not outsourced.
This is not a consulting engagement that ends in
recommendations, and it's not an agency that takes work off your
hands and disappears.
We embed experienced GTM
operators alongside your team and work directly inside your
systems. Our team is made up of operators who've built and run
RevOps, Demand Gen, and Growth systems inside modern B2B GTM
organizations, not generalist consultants. Together, we design
and ship workflows that solve real operational problems, then
document, monitor, and harden them so your team owns the
outcome.
We work with a limited number of teams at a
time to ensure deep embedding and consistent execution.
- Built inside your tools, not in parallel systems
- Designed with your team, not handed over at the end
- Documented logic, not black boxes
- Durable workflows that can evolve as your GTM changes
The workflow
Your stack
What We Build
Example workflows, shipped inside your stack.
A few patterns we build repeatedly, adapted to your tools, team, and operating model.
Inbound lead routing & prioritization
Replace brittle rules with explainable, adaptive logic that reflects how your team actually qualifies and follows up.
Content & campaign execution
Move from ad-hoc content creation to repeatable systems that accelerate output without sacrificing quality.
Account intelligence & alerts
Surface relevant changes and opportunities early, inside the tools your team already uses.
Executive reporting pipelines
Automate recurring reporting so leadership sees reality in time to act.
Works Where You Work
We build inside your existing GTM stack.
We design workflows around your systems. No forced rip-and-replace and no parallel shadow tools. We connect what you already have, then operationalize the logic that makes it work.
CRM & RevOps
Marketing & CDPs
Data & BI
AI + Integrations
Outcomes
Outcomes you can rely on.
Faster execution cycles
Decisions and actions happen without waiting for manual handoffs.
Reduced operational risk
Critical logic is documented, testable, and visible — not locked in people's heads.
Systems your team owns
Your operators understand how the workflows run and how to evolve them.
Execution powered by intelligence.
RevSignal surfaces where AI and GTM performance break down. Automations turns those insights into systems that run inside your stack.
Build systems your GTM team can rely on.
If you're past experimentation and ready to operationalize AI inside real revenue workflows, we should talk.
Book a Discovery CallOr explore RevSignal to start with visibility and insight. · Or email us at hello@revelationhq.com