RSV Global / Services / GTM Automation

An operating system
around the go-to-market motion.

Research, account discovery, qualification, content, outreach and CRM updates carried by one operating loop. Channels are adapters around a durable research, decision and state layer, which is what stops it becoming a pile of disconnected bots.

What we deliver

One loop, carried across every channel.

01Research. Live signal and account context gathering against the segments you actually sell into.
02Memory. Persistent state so the same statistic, company or angle does not recur, and nobody is contacted twice.
03Generation. Channel-adapted output for owned media, social distribution and outbound, from one source of research.
04Quality control. Named graders against a written standard, with bounded revision before anything leaves the system.
05Distribution. Newsletter, LinkedIn, X, email and CRM treated as adapters, with quota-aware and eligibility-aware delivery.
06Outcome capture. Results recorded and fed back so the next cycle starts from what happened, not from zero.
How we approach it

Architecture first. AI compresses implementation afterwards.

The workflow, boundaries and acceptance criteria are written down before implementation. That lets AI accelerate delivery without quietly becoming the architect.

01

Define the motion

Segment, trigger events, qualification rules and what a good output actually looks like in writing.

02

Build the loop

Research, state, generation, evaluation and action as separate stages so each can change independently.

03

Set the boundaries

What may send, what needs approval, and what the system may never do unsupervised.

04

Operate

Run it, watch the failure modes, and turn operating history into stronger evaluation.

Where AI does not belong

Selecting who to contact and then contacting them is not one step.

Research and qualification stay structurally separated from sending. The outreach stage cannot choose its own targets, because a system that both picks and sends has no point at which a human can intervene meaningfully.

Proof

Systems we built and run ourselves.

Not client work. These are our own products, carrying our own risk, which is why the boundaries sit where they do.

Autonomous editorial operations

Nirantar

A daily publication running live research, structured writing, multipart grading, bounded revision and validated delivery across owned media and social.

B2B pipeline operations

SolDelights

Approved-sendable lead refill with free-tier enrichment, queue thresholds and campaign execution separated from lead selection.

Other services

Not quite the right door?

A useful first conversation

Show us the workflow everyone has learned to tolerate.

We will help determine whether it needs a focused product, an autonomous operating system, a stronger data layer, a review of what already exists, or a simpler fix that involves no AI at all.