Your GTM engineering function,
forward-deployed.Your GTM engineering function,
forward-deployed.
We help revenue teams build the account memory, AI workflows, and operating systems they are trying to hire GTM Engineers to create.
- Account briefs, handoffs, and renewal prep with full context
- Questionnaire and RFP responses grounded in approved sources
- Outbound, follow-up, onboarding, and enablement workflows that remember
- Hosted by oper8r or deployed in your environment
Working with the some of the best GTM systems operators:
Why this exists
Companies are hiring GTM Engineers because the revenue stack became a software system.
The work is no longer just CRM administration or RevOps reporting. Modern revenue teams need reusable context, internal workflows, and AI systems that understand accounts over time.
- 01
GTM Engineer, GTM AI Engineer, Director of GTM Automations & Data, and Head of GTM Systems roles are converging around the same work.
- 02
The recurring ask is consistent: build AI workflows, unify revenue data, ship internal copilots, and make account context reusable.
- 03
The budget is real: teams are paying senior engineering compensation to solve what the existing stack does not solve.
Before and after
Stop rebuilding GTM context from scratch.
What your team is doing now
Context gets recreated every time the work moves.
- Rebuilding context before every meeting
- Copying CRM fields into prompts and spreadsheets
- Asking internal chat who has seen this objection before
- Re-answering questionnaires from scattered source material
- Training new hires through tribal knowledge and stale docs
What the function should produce
Workflows inherit memory instead of asking humans to rebuild it.
- Reusable account memory
- Meeting briefs and handoff packets
- Grounded response workflows
- Outbound and follow-up systems with context
- Enablement and onboarding surfaces that learn from real work
Executive architecture
The CRM stays. The repeated context work becomes infrastructure.
Your systems of record and workflow tools stay in place. oper8r gives the workflows around them the memory layer teams keep re-deriving by hand.
Systems you already use
oper8r GTM memory layer
Identity
Resolve people, accounts, opportunities, owners, and artifacts into the same operating context.
Account graph
Connect stakeholders, objections, open work, promises, risks, and product signals over time.
Signals
Keep the important changes moving through briefs, handoffs, renewals, and enablement surfaces.
Source evidence
Ground responses and recommendations in approved material, transcripts, notes, and system records.
Workflow recipes
Turn repeated GTM work into reusable operating patterns your team can inspect and improve.
Workflows revenue teams need
No rip-and-replace
Systems of record remain authoritative.
Evidence travels with the output
Briefs, responses, and handoffs stay grounded.
Workflows improve over time
The memory layer compounds with each motion.
Use cases
Outcomes your GTM engineering function is expected to ship.
Morning account brief
Walk into customer meetings with recent activity, stakeholders, risks, and open threads already assembled.
Outbound automation and messaging
Generate outreach and follow-up from account context, prior touches, signals, and approved messaging.
Questionnaire and RFP response
Answer security questionnaires and RFPs from approved sources with reusable citations and review paths.
AE -> SE handoff
Turn discovery notes, calls, and CRM context into technical handoffs that preserve buyer intent and risk.
POC / technical evaluation tracking
Track requirements, promised outcomes, blockers, owners, and proof points through evaluation.
Sales -> CSM handoff
Move closed-won customers into onboarding with promises, champions, use cases, and expansion paths intact.
Renewal and expansion prep
Surface usage, sentiment, support, relationship, and commitment signals before the renewal motion starts.
Employee onboarding and enablement
Help new GTM hires learn the accounts, objections, precedents, and internal experts that matter.
Build vs buy
Yes, your team can build this. That is the point.
The question is whether your engineers should spend the next 4-6 months rebuilding entity resolution, source ingestion, workflow memory, evals, and reliability plumbing before the first GTM workflow works.
oper8r gives the GTM engineering function a head start: the primitives, implementation judgment, and operating surfaces needed to ship useful workflows sooner.
How we work
Start with the audit. Ship the first operating surface.
Hosted, self-hosted, or deployed into your environment depending on security and procurement requirements.
- 01
Audit the GTM workflow drag
- 02
Map the source systems and account memory gaps
- 03
Design the first operating surface
- 04
Implement, test, and hand off the workflow