MauriPro
How a $6M e-commerce operation cut annual overhead from $600K to $80K and grew sales ~40% with agentic systems
Read the case study
We transform enterprise operations with AI
Reduce operational costs, increase revenue, and build an AI-powered company — measured in business outcomes, not buzzwords.
Where the week goes24 workflows automated
- Sales
- Support
- Suppliers
- Finance
Sales Pipeline
010203040506070809101112131415161718192021222324252627282930
# Sales operation — before / after
--- manual process
+++ agentic system
- 6 reps routing and answering every lead
- average first response: ~1 hour
- follow-ups tracked in spreadsheets
- knowledge locked in people's heads
+ leads qualified and answered in ~30 seconds
+ every conversation logged and measured
+ follow-ups drafted automatically
+ team focused on closing, not routing
Outcome:
One e-commerce operation redesigned around agents.
• Sales up ~40% in recent periods
• Conversion up ~20%
• Response time from ~1 hour to ~30 seconds
DiagnoseFind where your company loses money, time, and capacity
Every engagement starts with a diagnostic, not a demo. We map your operations department by department and surface the bottlenecks, duplicated work, and slow hand-offs that quietly drain your margins.
37 bottlenecks found
- Critical
- Warning
- Automated
AutomateAgentic systems that run entire business functions
We design and ship agents for pre-sales, post-sales, supplier relations, finance, marketing, and logistics — systems that answer in seconds, never drop a follow-up, and keep your team focused on high-value work.
Process
Lead response
Order follow-up
Supplier updates
Weekly reporting
Status
AUTOMATED
Live
Rollout
Live
Owned by
Sales agent
Support agent
Supplier agent
Finance agent
OptimizePrioritized by ROI, measured after every release
We rank every opportunity by return, implement in order, and measure the result against a documented baseline — so you always know what changed, what it cost, and what it returned.
Slow first response
Leads waiting ~1 hour convert far worse than instant replies.
Overlapping tools
Multiple SaaS subscriptions doing the same job.
Manual rework
The same data re-entered by hand across systems.
MonitorSee operational risk before it costs you
37 bottlenecks found
- Critical
- Warning
- Automated
ExplainPlain-language answers from your own operation
Summarizes every pipeline, policy, and edge case — in plain business language your whole team can act on, not another dashboard to decode.
Live
OperateEvery process tracked, owned, and measured
Process
Lead response
Order follow-up
Supplier updates
Weekly reporting
Inventory sync
Status
AUTOMATED
Live
Rollout
Live
Live
Results
Real systems, running a real $6M operation
Pre-Sales Agent
Answers and qualifies every inbound lead, routes opportunities, and helps convert sales — without a human touching the first reply.
~30 sec
First response, down from ~1 hour
Post-Sales Agent
Follows up after every purchase, coordinates post-sale processes, and keeps customers informed without manual chasing.
+20%
Conversion across automated funnels
Finance Strategist
Acts as a strategic financial and analytical copilot — margins, cash flow, and cost anomalies surfaced continuously.
$600K → $80K
Annual overhead after transformation
Supplier Relations Agent
Handles supplier communication, tracking, and coordination across the entire catalog — no threads lost, no updates missed.
Deployed
Running at MauriPro
Marketing Automation
Strategy, workflows, analytics, execution, and follow-through — marketing that runs as a system, not a to-do list.
+40%
Sales increase in recent periods
Traffic / SEO / AEO / GEO
Search, answer-engine, and generative-engine optimization plus continuous website auditing with automated fixes.
Deployed
Running at MauriPro
Turn operational chaos into predictable margins
Time Distribution24 workflows automated
- Sales
- Support
- Suppliers
- Finance
Maps where your team's week actually goes across sales, support, suppliers, and finance.
37 bottlenecks found
- Critical
- Warning
- Automated
Shows how operational risk evolves so you can intervene before it reaches revenue.
Slow first response
Leads waiting ~1 hour convert far worse than instant replies.
Overlapping tools
Multiple SaaS subscriptions doing the same job.
Manual rework
The same data re-entered by hand across systems.
Highlights hidden opportunities your team can't see from inside day-to-day work.
How we work
A transformation engagement, step by step
Step 01
Diagnostic — map the operation, find the leaks, size the ROI
Deliverable: a prioritized opportunity roadmap
Step 02
Architecture & implementation — agentic systems, department by department
Deliverable: live systems in your operation
Step 03
Measurement & optimization — every system tracked against its baseline
Deliverable: documented, compounding results
Questions?
We’re glad you asked.
Every engagement follows the same arc: a diagnostic of your operations, identification of opportunities, prioritization by ROI, system architecture, implementation, measurement against a documented baseline, and ongoing optimization.
We don't sell chatbots, hours, or individual agents. We identify where your company is losing money, time, and operational capacity, then redesign those systems using AI. The product is the outcome: lower costs, more revenue, better margins, faster operations.
At MauriPro, a ~$6M e-commerce operation, the transformation reduced annual operational overhead from roughly $600K to $80K, increased sales about 40% in recent periods, improved conversion around 20%, and cut first response time from about an hour to 30 seconds.
Our initial focus is companies between roughly $5M and $100M in annual revenue — e-commerce, distribution, manufacturing, logistics, B2B services, healthcare, and other operations-intensive businesses.
A senior engineering team that has been shipping software for US clients for years, combined with a transformation methodology proven inside a real operating company. The founders lead every discovery and stay involved through delivery.
Book a discovery call. We'll look at your operation together, tell you honestly where AI can and can't move the needle, and if there's a fit, scope a diagnostic.
