AI Agents for Revenue Teams

AI agents your team will actually use because the governance is already built in.

Ingenium deploys AI operators across marketing, sales, and RevOps with clear task boundaries, approval gates, and performance visibility. Faster execution without black-box risk.

0s

Average time from trigger to SDR-ready brief

B2B SaaS, 50-person sales team · First 30 days

Agent workflowHuman-approved
01

Trigger

High-intent signal detected on website

02

Execute

Agent researches account and drafts brief

03

Review

Human approves or edits the output

04

Output

Brief delivered to SDR with full context

Capabilities

Role-specific AI execution, not vague automation theater.

Each agent is tied to a workflow, an approver, and an outcome your team can inspect.

Marketing Ops

Content briefs from competitor and keyword signals
Campaign QA checks before launch
Audience segmentation based on behavioral data
Performance summaries with attribution

SDR / Sales

Pre-call research briefs in 90 seconds
Lead qualification scoring from intent data
Next-best-action recommendations per deal
Personalized outreach drafts per account

RevOps

CRM data hygiene and deduplication
Attribution model validation
Pipeline health alerts and stall detection
Executive reporting summaries

Governance

Every agent action passes through a visible control model.

No black-box outputs. Every agent follows an explicit approval lifecycle with full audit trails and policy boundaries.

Role-based approval permissions
Escalation paths for sensitive actions
Version control on every output
Security and compliance documentation

Approval lifecycle

Trigger

Signal or schedule initiates the agent

Agent Action

Agent executes scoped task

Human Review

Designated approver reviews output

Approved Output

Output delivered to workflow

Audit Log

Full record stored for compliance

Impact

Before and after: measurable workflow improvements.

Real KPI changes from governed agent deployments across marketing and sales teams.

Before

SDR spends 45 min researching each prospect

0xfaster research
After

Agent delivers complete brief in 90 seconds

Before

Marketing team produces 4 content briefs per week

0xcontent velocity
After

Agent generates 20+ briefs with human QA

Before

RevOps runs manual data hygiene quarterly

0%cleaner pipeline data
After

Agent flags and fixes data issues continuously

Agent performance dashboard

0

Tasks completed

+34% MoM

0.0%

Approval rate

< 0 min

Avg. execution time

0

Unreviewed outputs

Deploy AI where speed matters and trust still has to survive review.

Map the workflows where governed AI will save your team the most time, then launch them with the approvals and reporting already in place.