The Mabry Signal Network

Software we own and operate.

Back to mabry.ai
The Platform
The Mabry Signal Network

Software we own and operate.

It watches your market, researches what it finds under rules a compliance team would sign off on, drafts in your language, and hands your people finished work to approve. Your systems are never an input. Nothing is hand-scored. Nothing sends without a person.

A person approves everything.

Nothing reaches your CRM or a mailbox without someone on your team clicking approve. That rule lives in the platform, not in a policy. No setting turns it off.

It writes to your CRM. It cannot read it.

The connection creates records and notes. It cannot look at anything already there. We hold no credential to your systems; approved work is handed to your workspace to write.

Evidence or it doesn't exist.

Every fact carries a source and a date. A job posting is not a funded project. A budget line is not a purchase. Unsourced never reaches a draft. Nothing is scored by hand.

Everything on the record.

Every action is logged and you can export the log. When we part ways, your data is destroyed and we put it in writing.

Governance isn't a policy we ask you to trust. It's how the platform is built. Your security team can see it.

Under the Hood

One agent, one job. That's the whole trick.

Most "AI for sales" is one giant model doing everything, impossible to test or trust. We build narrow agents: one task, bounded permissions, its own log. Failures visible, fixes local. Tap each layer.

LAYER 01

Sense

Standing monitors watch every named account around the clock.

LAYER 02

Decide & Act

A scheduled orchestration run dispatches one agent per task.

LAYER 03

Remember

Shared databases are the system's durable memory and dedupe wall.

LAYER 04

Govern

Hard rules and a human gate sit between the system and the world.

LAYER 01 · SENSE
LAYER 01 · SENSE

Two standing monitors per named account run continuously: one on regulatory and competitive pressure, one on buying signals: leadership changes, launches, funding, public commitments. Findings post into per-account threads in the team's own workspace, timestamped and sourced.

LAYER 02 · DECIDE & ACT

On a fixed cadence, an orchestration run picks up every new finding and dispatches it through the agent chain: triage, research, conflict check, enrichment, drafting, self-review. One agent per task, each consuming the previous agent's verified output. The chain halts at any failed step, and runs are idempotent: executed twice, nothing double-fires.

LAYER 03 · REMEMBER

A shared data layer (companies, contacts, a triggers log, an outreach log) is the system's durable memory. Every automation reads it before acting and writes back after. Contact caps and one-thread-per-company rules are enforced in data, and the same ledger doubles as the audit trail.

LAYER 04 · GOVERN

Hard rules are compiled into every agent's instructions, and a human gate sits at the boundary: nothing reaches a prospect without a person's click. No invented facts, verified work emails only, and a post-run review pass that corrects and logs violations.

A sample of the agents we deploy.

Illustrative, not exhaustive: the diagnostic decides the roster. Every build gets the agents its failure patterns demand: forecast agents, hygiene agents, renewal-risk agents, enablement agents, and ones that don't have names yet because your motion hasn't been audited yet. Each is scoped exactly like these: one job, bounded permissions, its own log.

Tap an agent to watch it run its one task →
MONITOR AGENT

Watches one account's market surface: regulatory pressure on one monitor, buying signals on a second. Posts findings to the account's thread. Nothing else.

SCOPE: READ-ONLY · ONE ACCOUNT
TRIAGE AGENT

Scores each finding for urgency and fit, and routes it to the owning rep with context. Decides priority, never content.

SCOPE: SCORE & ROUTE ONLY
RESEARCH AGENT

Builds the context pack for one trigger: what happened, why it matters to this account, what angle is credible.

SCOPE: ONE TRIGGER PER RUN
CONFLICT AGENT

Checks the system of record before anyone is touched: ownership, current-customer status, open threads, suppression lists.

SCOPE: BLOCK OR CLEAR · NO OUTREACH
ENRICHMENT AGENT

Resolves one verified contact through a multi-source waterfall with cross-checking. Verified work emails only: a pattern guess is a failed run, not a fallback.

SCOPE: VERIFY OR DISCARD
DRAFT AGENT

Writes one email per contact, each from a different angle, in the team's voice. No invented facts, no unsourced claims. References only if true in the record.

SCOPE: DRAFT ONLY · CANNOT SEND
REVIEW AGENT

Re-reads the run's own output before delivery: checks the rules held, corrects what didn't, logs what it changed.

SCOPE: SELF-AUDIT PASS
THE HUMAN

The only sender in the system. Every draft arrives as a click-to-send package: review, edit, send, or discard. The click belongs to a person, always.

SCOPE: FINAL AUTHORITY

Why this beats a mega-agent: a narrow agent can be tested against its one job, given only the permissions that job needs, and replaced without touching the rest. Runs are idempotent: executed twice, nothing double-fires. That is the difference between automation you demo and automation you deploy.

Where the Architecture Travels

Same pattern, pointed at the work marketing and compliance own.

Everything above is the go-to-market engine. The architecture underneath it is portable: signals, one agent per task, a ledger, a human gate. Point it at a marketing team's own workload, or a compliance team's, and the same machine runs. Tap a signal in either console to watch it.

MARKETING OPS · SIGNAL FEED
The marketing team's own work (campaigns, replies, intent) run through the identical agent chain.
MARKET EVENTOne event touches 200+ covered accounts92
STALE REPLYInterested reply · six days unworked88
INTENTHigh-fit account on the pricing page80
Tap one to watch the agents run →
COMPLIANCE & LEGAL OPS · SIGNAL FEED
The compliance team's own work (regulatory change, audit requests, suppression), same chain, same gates.
REG CHANGENew disclosure requirement posted95
AUDIT ASK"Show us why this person was contacted"90
DNC REQUESTDo-not-contact received from a prospect85
Tap one to watch the agents run →
Start here

Bring us the motion that matters most.

In one working session, we'll show you what it looks like rebuilt, signal to measure, before you spend a dollar on the build.

Request a working session →

First session is a working session, not a pitch  ·  Your data never leaves your stack  ·  If we're not the right fit, we'll tell you on the first call.