AI consulting · audit + build · taking new engagements

AI consulting
that actually
ships.

We audit how your business runs, then build the AI systems that put real leverage into production.

Recent engagement: Strategic Intelligence Report · WeCook · 2025
Metriview · Operational AI Audit
v3.2 · §2
Section 2

The three highest-leverage builds.

  1. 01
    Inbound research agent~6.5 hrs/wk per AE
    Build · 2 wks
  2. 02
    Discovery → CRM sync pipeline~4 hrs/wk per rep
    Build · 3 wks
  3. 03
    Weekly account brief generator~3 hrs/wk per CSM
    Build · 2 wks
Total recovered · ~13.5 hrs/wk per pod
p. 14 / 38

Sample structure from a Metriview audit.

2–4 wks
Per shipped workflow
3 wks
Audit window
30 days
Post-ship stability
48 hrs
Proposal turnaround
Anthropic Claude
OpenAI
HubSpot
Apollo
Slack
Notion
Linear
Gmail
Calendly
Airtable
Vercel
Supabase
Make
n8n
Zapier
Anthropic Claude
OpenAI
HubSpot
Apollo
Slack
Notion
Linear
Gmail
Calendly
Airtable
Vercel
Supabase
Make
n8n
Zapier
The problem

AI is everywhere. Leverage isn't.

01

You bought the AI tools. Nobody uses them.

The cost is real. The leverage isn't.

02

The work you'd automate lives in people's heads.

Until it's mapped, no automation lands.

03

Vendors sell you platforms. You needed an outcome.

We write the software your team actually uses every day.

What we do

Two phases. One outcome.

01Weeks 1–3

The Auditdiagnose where AI moves the number.

  • Operations map with handoffs and bottlenecks named
  • Inventory of every AI tool already deployed
  • Ranked build plan with hours-saved or revenue impact
02Week 3 onward

The Buildship the systems that put it into production.

  • Custom agents and workflow automations
  • Integrations across HubSpot, Slack, Notion, Linear, Gmail, your CRM
  • Production handoff with docs and 30-day stability
Audit feeds Build · Same team · No handoff
What we build

Systems that ship, not slides that sit.

Sales

Inbound research agent

Every new lead gets a one-pager before the first call.

~40 hrs/wk saved across a 4-person SDR team
Recruiting

Search & outreach engine

Position spec in, ranked candidates and personalized outreach out.

Days to shortlist → hours
Operations

Client status pipeline

Draft weekly client updates pulled straight from project activity.

~90 min saved per client, per week
Meetings

Pre-call briefing system

Prior context, relevant docs, and a suggested agenda before every call.

Removes the pre-call scramble
Process

From first call to first system in production.

  1. 01
    Week 0

    Discovery call

    30 minutes. If it's a fit, you get a proposal in 48 hours.

  2. 02
    Week 1

    Embed and map

    We sit with your team and watch how work actually moves.

  3. 03
    Week 2

    Diagnose and prioritize

    Rank the workflows by hours saved or revenue impact.

  4. 04
    Week 3

    Audit deliverable

    Operations map, AI stack assessment, sequenced build plan.

  5. 05
    Week 4+

    Build and ship

    2–4 weeks per workflow, then a 30-day stability window.

Testimonials

What clients say after the work ships.

Honestly, I was not expecting the depth we got. The report covered our customer base in a way that felt like they had been studying us for months.
WeCook
Founders, WeCook
Strategic Intelligence Report · 2025
Verified engagement
Questions

Straight answers.

Book a call

30 minutes.
No deck.
No pitch slides.

We talk about your operation and whether there's an audit worth running. If yes, proposal in 48 hours.

  • 30 minutes, Google Meet
  • Direct with Andrew, who leads every engagement
metriview / discovery call · 30 min
calendly.com
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