The Raven Group
Schedule
Intelligence Systems · AI Systems & Automation

Wedon'tboltAI
ontoabusiness.
Weredesignthesystemsitrunson.

The Raven Group designs and operates AI systems — strategy, agents, automation, voice, and internal knowledge — as one part of the operational infrastructure your business runs on. The goal is measurable operational improvement, not novelty.

Schedule an AI Opportunity AssessmentTalk to The Raven Group
Where AI fits

AI is one layer of the system — not the whole system.

We are an infrastructure consultancy first. AI earns its place when it removes real operational load — so we start with how your business actually works, then design the smallest system that moves the metric. A model is a small part of that system; the retrieval, the integrations, the approval loops, and the operations around it are what make it useful.

What it's for

We use AI to move six business outcomes.

Every engagement is accountable to at least one of these. If a system can't name the number it should move, we don't build it.

Increase revenue

Qualify leads faster and follow up before the window closes.

Reduce manual labor

Remove the repetitive work that eats your team's best hours.

Improve customer experience

Faster, more consistent responses across every channel.

Automate internal operations

Remove manual handoffs between the systems you already run.

Speed, accuracy, consistency

Reduce avoidable errors and keep quality even under load.

Measurable ROI

Each system ships with the metric it is supposed to move.

Capabilities

Five capabilities, designed to work as one system.

Strategy decides what to build. Agents, automation, voice, and knowledge are the parts we assemble — connected to the tools you already run.

A

AI Strategy

We identify where AI creates measurable business value before recommending tools or building systems. The operating model comes first; the technology follows.

  • Map the work that actually flows through your business today
  • Rank opportunities by value, effort, and risk
  • Decide what to build, what to buy, and what to leave alone
  • Set the metric each system is accountable for
AI Strategy & Governance
B

AI Agents

Digital workers that handle defined tasks end to end — drafting the work before a person reviews it, under your supervision and inside your guardrails.

  • Qualify leads and answer common questions
  • Prepare proposals and perform research
  • Analyze documents and route requests
  • Schedule appointments and support internal teams
Cogneros — agent team
C

AI Automation

AI connected to the systems your business already runs on, so data moves and work triggers without anyone copying it by hand. We pick the orchestration layer that fits the workload.

  • Connect CRM, email, calendar, payments, and storage
  • Trigger follow-up, fulfillment, and reporting automatically
  • Remove manual handoffs between platforms
  • Operate it with logs, alerting, and replay for failures
Workflow Automation
D

Voice AI

A voice layer that answers, qualifies, and books — so a missed call becomes a captured opportunity instead of a lost one.

  • 24/7 receptionist and appointment booking
  • Call qualification and customer service
  • Outbound follow-up on a defined cadence
  • Missed-call response that texts or calls back
E

Internal Knowledge AI

Turn the documents your team already has into searchable, cited knowledge — so answers come from approved material in seconds, not from a folder hunt.

  • SOPs, handbooks, and policy documents
  • Sales materials and technical documentation
  • Contracts, project history, and client records
  • Answers with citations your team can verify
Private Knowledge Systems
AI Automation

Connected to the systems you already pay for.

AI is only useful when it can read and write where your work actually lives. We connect to the platforms your business already runs on — through official APIs, with the orchestration layer right-sized to the workload.

CRM & Sales

HubSpotStripeQuickBooks

Workspace & Comms

Google WorkspaceMicrosoft 365Slack

Web & Commerce

WordPressShopify

Data

SupabaseAirtable

Orchestration

ZapierMaken8n

Representative platforms — not an exhaustive list. If your stack exposes an API, we can usually connect to it.

By department

Where this lands in your business.

The fastest way to see the value is to look at the work each team already does. A few concrete examples per department.

Sales

  • Qualify inbound leads against your criteria
  • Draft proposals and follow-up sequences
  • Keep the CRM current without manual entry

Marketing

  • Repurpose approved content across channels
  • Summarize campaign performance on schedule
  • Route and tag inbound inquiries automatically

Operations

  • Turn SOPs into an assistant the team can ask
  • Remove manual handoffs between systems
  • Compile operational rollups without a spreadsheet owner

Customer Support

  • Draft replies from approved company materials
  • Triage and route tickets to the right person
  • Surface the relevant doc before a human answers

HR

  • Answer policy and handbook questions instantly
  • Guide new hires through structured onboarding
  • Summarize and organize applicant materials

Finance

  • Reconcile records across payment and accounting tools
  • Flag anomalies and missing documentation
  • Prepare recurring reports on a fixed cadence

Executive Leadership

  • A briefing assistant across your own documents
  • Cross-system reporting in one place
  • Faster answers when context lives in thirty places

Legal / Compliance

  • Analyze contracts and surface key clauses
  • Search policy and precedent with citations
  • Keep an audit trail on every AI-assisted step
Start here

The AI Opportunity Assessment.

A paid diagnostic and roadmap — not a free consultation. We review your processes, map where AI creates measurable value, estimate the ROI, and hand you a prioritized plan you can act on with us or without us.

Schedule an AI Opportunity AssessmentTalk to The Raven Group

What you get

  • Business process review
  • AI opportunity map
  • ROI estimate
  • Risk and readiness review
  • Prioritized implementation roadmap
  • 90-minute executive workshop

Available as a fixed-scope engagement.

From strategy to running

We don't stop at the roadmap.

The same team that maps the opportunity builds and operates the system. Strategy that never ships isn't strategy — so we own the work through design, build, and ongoing operation.

  • Workflow design
  • AI agent development
  • Automation architecture
  • CRM integration
  • Voice AI setup
  • Knowledge base design
  • Data cleanup and structuring
  • Team training
  • Testing and QA
  • Monitoring and optimization
Example use cases

What this looks like in practice.

Illustrative examples of systems we design — not client case studies. Each is built around approved company materials and human review.

Example

AI receptionist

A professional services firm answers and books every call after hours, so missed calls stop becoming missed business.

Example

Proposal assistant

A sales team drafts first-pass proposals from a brief and the CRM record, then reviews and sends — hours back per deal.

Example

Onboarding assistant

New employees get answers from the handbook and SOPs on day one, instead of interrupting a manager for each one.

Example

Internal SOP assistant

Operations asks plain-English questions across procedures and gets a cited answer from approved material.

Example

Lead qualification workflow

Inbound leads are scored against your criteria and synced to HubSpot, with the right human notified at the right moment.

Example

Document analysis workflow

Contracts and intake forms are read, summarized, and routed — key terms surfaced before a person opens the file.

Example

Support assistant

A customer-support assistant trained only on approved company materials drafts replies for a person to approve.

Proof

Representative engagements.

Anonymized composites of the systems we build — in a Problem · System · Result · Tools format. Figures are illustrative and representative, not measured results from a specific client. Formal, named case studies will replace these as engagements clear approval.

01Professional Services

AI receptionist & missed-call recovery

Problem

A multi-location professional services firm sent every after-hours and overflow call to voicemail. Most callers never left a message — they called the next firm on the list, so new business leaked out the moment the front desk was busy or closed.

System built

A Voice AI receptionist answers around the clock, qualifies the caller, books straight into the scheduling system, and routes anything sensitive to a human. Any unanswered call triggers an automated text-back within seconds so the conversation continues by message.

Result

Roughly 85% of after-hours calls are now answered or returned within two minutes, and around 30 appointments a month that previously died in voicemail are captured. (Illustrative figures.)

Tools integrated

Voice AIScheduling systemTwilio / SMSHubSpot
02B2B Services

Lead qualification workflow connected to HubSpot

Problem

Inbound leads landed in a shared inbox and a form queue. Reps spent the first hours of every day triaging by hand, the best leads sat untouched until someone got to them, and slow first-response was costing deals.

System built

Every inbound lead is scored against the firm's ideal-customer criteria, enriched, and routed to the right rep with a Slack alert and a drafted first-touch reply for a human to approve. Unqualified leads are tagged and nurtured automatically instead of clogging the queue.

Result

First-response time dropped from about six hours to under ten minutes, and reps spend roughly 40% less time on manual triage — time that moved to live conversations. (Illustrative figures.)

Tools integrated

HubSpotSlackWeb formsn8n
03Operations / Field Services

Internal SOP & knowledge assistant

Problem

An operations-heavy business kept its real procedures in people's heads and a sprawl of documents. Staff interrupted senior team members all day with 'how do we handle this' questions, and new hires took months to get up to speed.

System built

A private knowledge assistant trained only on approved SOPs, handbooks, and policy documents answers plain-English questions inside Slack — with citations back to the source so the team can verify every answer.

Result

Around 12 hours a week of senior-staff time is no longer spent answering repeat questions, and new-hire ramp time shortened by roughly three weeks. (Illustrative figures.)

Tools integrated

Private knowledge system (RAG)Google WorkspaceSlackSupabase
04Sales

Proposal assistant for a sales team

Problem

Proposals took days to turn around and depended on a couple of senior people. Quality varied, the backlog grew, and deals cooled while prospects waited.

System built

A proposal assistant drafts a first pass from the deal brief, the CRM record, and approved templates. A salesperson reviews, adjusts, and sends — so the human stays in control of what reaches the client, without starting from a blank page.

Result

Proposal turnaround moved from about three days to same-day, saving roughly six hours of senior time per proposal and clearing the bottleneck. (Illustrative figures.)

Tools integrated

HubSpotGoogle WorkspaceApproved templatesAI agent
05Legal / Compliance

Contract & intake document analysis

Problem

A compliance-sensitive team reviewed every contract and intake form by hand. It was slow, inconsistent across reviewers, and the occasional missed clause carried real risk.

System built

A document-analysis workflow reads incoming contracts and intake forms, extracts and summarizes key terms, flags anything outside policy for human attention, and keeps an audit trail of every AI-assisted step. People make the decisions; the system does the reading.

Result

Initial review time fell by roughly 60%, and reviewers start from a consistent summary with risk terms already surfaced rather than a cold read. (Illustrative figures.)

Tools integrated

Cerebra (private LLM)AirtableSupabaseApproval workflow

Representative examples · figures are illustrative, not actual client results.

See selected engagements
Schedule a consultation

Tell us where the manual work piles up. We'll design the system that handles it.

Start with an AI Opportunity Assessment, or bring us a single workflow that eats your team's week. Either way, you leave with a clear-eyed read and a path you can act on.

Schedule an AI Opportunity AssessmentExplore Intelligence Systems