What we can do

Workflows we ship.

Fourteen automations shipped from real engagements, rebuilt on synthetic data. Each one started as a single deploy and now runs on its own — every number below is a measured result.

01

MCP Tool Console

Wire your tools and data into Claude or Cursor as MCP tools.

Avg 46ms across 11 tool calls · 4 tools exposed via tools/list

46ms avgContracting
02

Doc-Q&A (RAG)

Accurate, cited answers over your docs — no hallucination.

Top match 0.96 · out-of-scope refuses · 0 unsupported claims

0.96 top matchContracting
03

Supplier-Email Triage

Automate one expensive manual workflow end to end.

11.5 hrs/wk saved · 10 of 12 emails auto-handled (83%)

11.5 hrs/wkContracting
04

Customer Health Automation

One narrow automation, flat fee, shipped fast.

30 accounts auto-graded · 7 healthy / 16 watch / 7 at-risk

7 at-riskContracting
05

FBA Profit-Recovery Audit

Find money Amazon already owes you — every dollar explained.

$3,229.33 recoverable across 24 itemised findings

$3,229.33E-com
06

True-P&L Reconciliation

The margin you think you have vs the one you actually have.

62.8% → 33.9% true margin · 28.9 pts ($14,049) hidden

28.9 pts hiddenE-com
07

Document Processing

Stop paying people to retype PDFs into spreadsheets.

2 min vs 15 min per doc · exceptions-only human review

2 min/docContracting
08

Follow-up & Nurture

80% of sales need 5+ follow-ups — fire every touch automatically.

18 calls booked vs 6 booked manually

18 bookedContracting
09

Database Reactivation

Mine the dormant CRM you already paid for.

~200% ROI in 60 days · 80–130 customers reactivated

~200% ROIE-com
10

AI Receptionist

Answers, books, and texts back 24/7 — stop losing missed calls.

78% of missed calls recovered over 14 days

78% recoveredLocal-SMB
11

LLM Cost & Ops Dashboard

Your numbers, current, with no manual work.

$415 / 14d · 3.0x ROI · router ~98% cheaper for bulk

3.0x ROILocal-SMB
12

Website-in-a-Week + Audit

A modern site live in a week, plus an instant audit.

HVAC composite 43/100 · +31% call rate after launch

+31% callsLocal-SMB
13

Speed to Lead

Reply to every new lead in seconds — not 47 hours.

Reply fired in 0:08 · 5-min response → up to 10× conversions

0:08 replyLocal-SMB
14

Internal Reporting

Numbers compiled and posted where the team already looks.

Daily Slack post · 0 manual exports

0 exportsLocal-SMB