AI-Native GTM Engineering
Implement yourunique GTM strategy
Embedded AI-powered GTM engineering that implements your strategy —
enrichment, outreach, and CRM automation shaped to your ICP and motion, not an off-the-shelf playbook.
The gap
Strategy without systems is just a slide
Most teams have a GTM point of view. What they lack is the engineering to make that point of view run every day — so they inherit someone else's playbook, or drown in tools that never fit.
Where unique GTM dies
Borrowed playbooks
Outbound, inbound, and PLG templates that ignore your ICP, ACV, and sales cycle.
Tools without a blueprint
Clay, CRM, sequencers, and AI bought first; strategy bolted on never.
Strategy stuck in decks
ICP and motion live in Notion and board slides, not in routing, enrichment, or CRM logic.
One-size RevOps
Generic stages, fields, and reports that force reps into a motion that isn't yours.
Handoffs that erase context
Marketing, sales, and CS optimize local metrics while the unique wedge gets lost between systems.
Manual work as a workaround
Reps recreate your "real" process in spreadsheets because the stack doesn't encode it.
The growth engine
One AI-powered GTM infra under every channel
Cold email, LinkedIn, calls, ads, ABM, and GEO/SEO stop living as siloed tactics — they run on the same strategy-shaped engine.
Cold Email
LinkedIn
Cold Call
Ads
Account-based Marketing
GEO/SEO
Shared intelligence layer
ICP · Enrichment · Routing · Scoring · AI Agents · CRM sync
AI-Powered GTM Infrastructure
- Anthropic
- Clay
- Apollo
- ZoomInfo
- Google Search
Operator-led
We bring experience that's already won
You get engineers who've sat in the GTM seat — exited YC founders and former revenue leaders who've built systems from growth stage through public companies.
Exited YC founders
We've built and exited YC companies — operators who've taken a startup from zero through acquisition or IPO, not just configured someone else's stack.
Former GTM leaders
RevOps, sales, and marketing leaders who've owned pipeline, not slideware.
Growth stage to public
Systems shaped for Series A through IPO — when the motion has to scale with the company.
Industries we've built for
What we do
We implement your strategy in the stack you already run
Full-stack GTM engineering — embedded with revenue, sales, and marketing — so the systems match your ICP and motion, not a vendor template.
Works inside your stack
The pipeline mechanics we engineer
GTM Systems & Automation Engineering
Encode your targeting, enrichment, routing, and CRM glue so the motion you designed is what the stack executes.
- ICP-specific account prioritization and rep routing
- Enrichment pipelines shaped to your segments and plays
- Custom code, webhooks, and n8n/Zapier workflows
Sales Operations
Stages, forecasts, and seller workflows built around how you win deals — not a generic funnel diagram.
- Stage criteria and pipeline hygiene that match your motion
- Quoting, approvals, and deal-document automation
- Gong-to-CRM insights and opportunity prep workflows
Marketing Operations
Capture, scoring, and handoffs that protect your ICP definition and campaign intent through to the rep.
- Form enrichment and ICP scoring at point of capture
- Lead-to-account matching and routing logic
- Campaign-to-pipeline attribution and reporting
RevOps Advisory & Fractional Leadership
Translate strategy into operating cadence, scorecards, and build priorities at the leadership table.
- Operating cadence design and board-ready reporting
- RevOps scorecards and hiring support for in-house hires
- Strategy-to-systems translation across sales, marketing, and CS
AI-Native Workflows
Research, personalization, and prep agents wired to your ICP and play — not generic prompts on a blank CRM.
- AI research agents and account intelligence briefs
- Automated stakeholder mapping and opportunity prep
- Prompt logic and enrichment inside Clay and CRM workflows
How we work
Define → Design → Build → Deliver
A delivery model that starts from your unique GTM strategy and keeps it live in production — not a one-time audit that ends in a PDF.
Define
Map ICP, motion, constraints, and stack. Your strategy is the blueprint; we don't import an off-the-shelf playbook.
Design
Architect enrichment, routing, CRM, and AI workflows aligned to how your team actually sells and markets.
Build
Ship in your tools — Clay, CRM, Slack, sequencers — so sellers feel the new motion immediately.
Deliver
Run pipeline artifacts on cadence and evolve automations as your strategy changes; document and transfer ownership when you want to run it in-house.
Engagement shapes
Embedded team
We work inside your Slack, standups, and pipeline reviews — implementing your strategy like a GTM engineer on your payroll.
Fractional leadership
RevOps leadership at the exec table — translating strategy into goals, reviews, forecast, and build priorities.
Project sprint
A scoped build — routing overhaul, Clay rollout, or AI workflow deployment — that implements a specific part of your GTM strategy in weeks.
Why Impossible Data
Playbooks recommend. We implement yours.
Consultants leave you with slides. Platforms leave you with defaults. We embed, build the automations that express your strategy, and transfer systems when you're ready to own them.
- Your strategy in production — routing, enrichment, and CRM logic that match your wedge
- Embedded in your workflows — Slack, standups, pipeline reviews, not a quarterly check-in
- Systems transfer — documented playbooks and ownership handoff when you're ready
Typical playbook or platform
Off-the-shelf sequences · default CRM stages · generic ICP · you adapt to the tool
Impossible Data
Your strategy → shipped systems in your stack · automations live in week one · measured in pipeline and rep time saved · documented and transferred when you're ready
Pricing
Three tiers of GTM engineering
From continuous deliverables to owned infrastructure to a fully embedded team — pick the level of partnership that fits your stage.
- 01
Deliverable Plan
We deliver pipeline artifacts continuously — you consume the output.
Contact us for pricing- Qualified leads delivered on your cadence
- Fresh data enrichment, kept current
- CRM automation running in your stack
- Pipeline artifacts shipped — we operate delivery
- Highest ROI02
Ownership Plan
Deliverables plus implementation engineering — you own what we build.
Contact us for pricing- Everything in Deliverable
- Custom GTM infrastructure developed for you
- Clay tables, CRM flows, routing & integrations
- Full ownership of systems we implement
- 03
Embedded Plan
We embed in your team — daily RevOps, sales, and marketing alongside you.
Contact us for pricing- Everything in Ownership
- Embedded in daily revenue operations
- In the room for sales, marketing & RevOps meetings
- Full-time team presence — we work as part of your org
FAQ
Common questions
No — we accelerate you until you're ready to hire. We embed now, implement your strategy in the stack, and transfer systems when you bring someone in-house. Many clients use us to de-risk the first GTM engineer hire by having a working foundation on day one.
Ready to implement your GTM strategy?
Book a 30-minute call. We'll pressure-test your ICP and motion, show where the stack diverges from strategy, and outline what embedded GTM engineering looks like for your team.
Book a call