Senior engineer · 7+ years · First 3 builds at pilot pricing

I Cut Your Ops
Workload by 30–60%.

Done-for-you AI automation systems for B2B companies with 10–200 employees. Support ops, sales ops, back office. Not a tool subscription. A system that runs. In 14–30 days.

Custom-built agents, not off-the-shelf tools. n8n where it genuinely fits. Self-hosted models where your data can't leave the building.

30–60%
Ops Workload Reduced
14–30
Days to Deploy
7+
Years Engineering
First 3
Builds at Pilot Pricing
100%
System Ownership

Support team drowning in repetitive tickets?·Sales ops buried in manual data entry?·Back office running on spreadsheets and copy-paste?·Headcount growing faster than revenue?

Custom AI Agents

Three Areas. One System.

Custom-built agents for the three workflows that eat B2B ops teams alive. Not a generic automation tool. Built for your exact stack.

Support Ops

Your team handles the hard tickets. The system handles the rest.

  • Sorts and tags every incoming ticket automatically
  • Drafts replies your team just reviews and sends
  • Sends the tricky ones to the right person
  • Answers common questions from your help docs before anyone sees them

What good looks like

60–70% of routine tickets handled without a human, within 30 days. (We confirm where your queue is bleeding on the discovery call.)

Sales Ops

Your reps sell. The admin runs itself.

  • Fills in missing lead details automatically
  • Keeps your CRM updated without manual entry
  • Sends follow-ups at the right time, on its own
  • Builds your pipeline reports for you

What good looks like

~8 hours/week of CRM admin and follow-up per rep, automated away. (We map which tasks are eating selling time on the call.)

Back Office

Headcount stays flat while the volume grows.

  • Pulls the data off invoices for you
  • Generates your recurring reports on schedule
  • Routes internal requests to the right place
  • Matches and reconciles data across your systems

What good looks like

Invoice processing from ~4 hours to under 20 minutes, with exceptions flagged for review. (We pick the highest-volume manual process on the audit.)

Custom Internal ToolsAdmin dashboards, internal portals, approval workflows, reporting tools. If your team is doing something manually that should have a proper tool behind it, I build that too.

What You Get

A full engagement from audit to live system - in 14–30 days. Not a workshop. Not a report. A running system your team uses on day one.

Week 1

Ops Audit

I map every manual workflow costing your team time. You see exactly where the 30–60% is hiding before we build anything.

Week 1

Automation Blueprint

A prioritized build plan: what to automate first, what tools, what integrations, and what the ROI looks like.

Weeks 2–4

Custom Automation Stack

Custom-built agents or self-hosted models. The choice depends on your data requirements. Integrates with your existing CRM, Slack, email, and ERP. No proprietary lock-in.

Weeks 2–4

AI Integration Layer

LLMs wired into your workflows for drafting, classification, extraction, and decision support - where it actually helps.

Week 4

Handoff & Training

Your team gets trained on day one. Full documentation, runbooks, and direct access to me during the transition.

Month 2+

Retainer: Iterate & Expand

Monthly: monitoring, fixes, and expanding automation into new workflows as your team finds the next bottleneck.

Why this is different from everything else you've tried.

Audit before invoice

I map your ops before you commit to anything. You see exactly what I'll automate and what the ROI looks like - upfront, in writing.

Fixed scope, fixed timeline

14–30 days, agreed before we start. No hourly billing, no scope creep, no surprises. You know what you're getting and when.

You own the system

Custom-built agents on your infrastructure. Self-hosted models where your data can't leave the building. No recurring SaaS fees to me for the tech. The system is fully yours.

Hit the target or I iterate free

We agree on the target during the audit. If the system doesn't hit it within 30 days of going live, I keep iterating free until it does.

Who this is built for

Mid-size B2B companies with 10–200 employees. Big enough to have the pain, small enough to move fast.

B2B SaaS (50–200)
Financial Services
Logistics & Ops
Recruitment Firm
Professional Services
B2B Software Co.
Agency (10–100)
Tech-enabled SMB

You're not hiring an agency. You're working with me.

Sandro Saric
Sandro Saric
Senior Engineer · AI Automation

7+ years building software. I spent years building SaaS and AI products. I got tired of watching B2B companies with real ops problems spend money on generic consultants who deliver slide decks. I build systems. They run. Done. First 3 engagements are at pilot pricing. You don't pay unless it works.

7+
Years Engineering
10+
Projects Shipped
First 3
Builds at Pilot Pricing

This is not consulting

Consultants give you recommendations. I give you a running system. The difference is I don't leave until the 30–60% reduction is real. Your team uses the system on day 30, not day 90.

  • ·I've been an operator, not just a consultant - I know where the real waste hides
  • ·You work directly with me. No junior subcontractors, no account managers
  • ·I only take on clients where I'm confident I can hit the 30% reduction target

One Offer. Two Parts.

A setup that builds the system, and a retainer that keeps it growing. Scope is quoted after the discovery call - no surprises.

Setup

AI Automation System

Scoped after discovery call

The full build. Audit to live system. 14–30 days. Price is fixed and quoted against the cost of your specific ops problem. Not a generic rate card.

  • Ops audit + automation blueprint (week 1)
  • Full custom automation stack (weeks 2–4)
  • AI integration across your key workflows
  • CRM, Slack, email, and tool integrations
  • Team handoff + documentation + training
  • Agreed-target guarantee — I iterate free until it's hit
Book Discovery Call

Ongoing Optimization

Optional monthly retainer

You own the system outright from day one. This is not a subscription to access it. The retainer is active work: expanding automations, fixing edge cases, and pushing the reduction further each month.

  • System monitoring and proactive fixes
  • Monthly iteration sprint
  • Expansion into new workflow areas
  • Direct access to me - not a support desk
  • Quarterly ops review and ROI tracking
Ask About Retainer

FAQ

B2B companies with 10–200 employees, typically in SaaS, professional services, logistics, recruitment, or financial services. You have real ops workflows that eat team time — support queues, CRM admin, back-office processing — and the budget to fix it properly.

Book a Discovery Call

30 minutes. Tell me which part of your ops is costing the most time. I'll tell you whether I can fix it. And what it would take.

Book A Discovery Call →

or leave a message below and I'll reach out