AI Growth Engine for RevOps

AI agents for revenue operations that capture RFQs, assemble quotes with AI-assisted CPQ, and keep your CRM clean. RevOps consulting for manufacturing, built to compress quote cycles, lift win rates, and protect margin on every deal.

Multi-agent system / Live
TALOS / RVO-01
v.2026
GROWTH ENGINE RFQ CAPTURE AI CPQ CRM HYGIENE ATTRIBUTION CONFIGURATOR

Typical outcomes

Hard metrics, measured weekly.

  • Conversion increases two to four times through smarter targeting and follow up.
  • Quote cycle time decreases thirty to sixty percent with automated data pulls and approvals.
  • Realized margin improves with price floors and contribution targets.
  • Attribution becomes reliable across direct, distributor, and OEM channels, with an AI dashboard for revenue operations teams.

How it Works

A five-phase engagement.

  • Operational Assessment. End-to-end audit of the revenue operation, from engineering design deliverables to production work orders.
  • Revenue Leakage Analysis. Identification of revenue loss points, CRM and data quality issues, and bottlenecks across functions.
  • AI Use Case Roadmap. Mapping of AI opportunities by function and supply chain component, with quick wins separated from larger items.
  • System Cleanup Plan. Data management and CRM hygiene plan, designed to be minimally invasive to current operations.
  • KPI and Measurement Framework. Measurable outcomes per initiative with a monitoring stack from baseline to deployment.

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The concept

The step-up function.

Talos modernizes the classic lean manufacturing approach by replacing sequential, manual workflows with AI solutions for RevOps data intelligence that integrate with what you already use.

The result is an AI-native operational system designed to produce step-up functions: measurable, noticeable jumps in performance at specific points in the revenue cycle. A capability that was previously out of reach becomes accessible through agents and existing operational data.

PERFORMANCE TIME Linear (others) baseline RFQ AGENT AI CPQ CONFIGURATOR
TALOS / STEP-UP
v.2026
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The system

AI agents that integrate with your existing systems.

We layer agentic AI on top of what you already run. No forced migrations, no rip and replace. Lower friction, faster value, and AI automation for RevOps that respects your stack.

01 / Existing Stack

What you already use

CRM
ERP
Quoting tools
Email and portals
+
02 / Talos Layer

Agentic AI on top

RFQ Capture Agent
AI-Assisted CPQ
CRM Hygiene Agent
Part Configurator
=
03 / Hybrid System

What you get

Faster quotes
Clean pipeline
Protected margin
Investor reporting
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Outcomes

What this looks like in numbers.
Each engagement defines its own baseline before deployment. These are the typical ranges across mid-market industrial implementations.
2 to 4x
Conversion lift
Smarter targeting, enrichment, and consistent follow-up sequences.
30 to 60%
Quote cycle compression
Price floors, contribution targets, supplier cost visibility.
+8 pts
Realized margin
Price floors, contribution targets, supplier cost visibility.
100%
Channel attribution
Reliable across direct, distributor, and OEM revenue.

What we implement

Working systems, not slide decks.

Every engagement leaves the client with a live system: clean data, instrumented workflows, and AI agents for RevOps wired into the revenue cycle.

RFQ capture and lead qualification

Read inbound RFQs from email, portals, and forms. Automate lead qualification, enrich, route, and follow up with no manual intervention.

AI-assisted CPQ

Reads specs and drawings, prefills options, validates cost and lead time, applies guardrails on pricing and approvals.

CRM hygiene and data intelligence

Continuous deduplication, tagging, and stage rule enforcement. Pipeline data stays clean so RevOps data intelligence stays reliable.

Part number configurator

Lightweight configurator built on your existing procurement data. No legacy CRM overhaul, no third-party platform.

Attribution and forecasting

Reliable attribution across direct, distributor, and OEM channels, tied to product families and revenue performance.

AI dashboard and KPI stack

Defined metrics per initiative with baselines, targets, and a dashboard for revenue operations teams. Sales, ops, and finance can all trust it.

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Frequenly Asked Questions

What is the “AI Growth Engine,” in plain terms?
Do we need a specific CRM or CPQ tool for this to work?
How do you prevent AI from generating bad quotes or risky pricing?
What do you need from our team to get started?
How quickly will we see impact, and what does “success” look like?
Who is this service built for?
How do you handle data privacy and proprietary information?

Design solutions built to inspire, engage, and perform.