Custom AI agents, installed in your business in three weeks
Sempra Systems designs, builds, and deploys custom AI agents for businesses of roughly 5–50 people. Each agent is trained on your processes like a new employee, connected to the tools your team already uses, and deployed in your environment — owned by you, not rented. Most installs go live in about three weeks.
What we install
- Company brain. Your knowledge — documents, processes, decisions — organized into an AI brain that reads about your company and writes back what it learns. One client turned 500+ pages of legal and regulatory documents into instant, accurate answers for the whole team.
- AI agents on your stack. Agents that run recurring work — email triage, lead follow-up, onboarding, compliance research — inside Gmail, your CRM, and the systems you already run on. No new app for your team to learn.
- A supervision layer. On/off toggles per agent, a timestamped audit log, and permission gates for anything high-stakes. Nothing happens that isn't visible; everything happens only if you want it to.
How the install works
- Week 1 — Discovery & friction map. We map your departments, workflows, and pain points, and rank the automation candidates by ROI. The business tells us what to automate — you don't guess.
- Weeks 2–3 — Architecture & deployment. We design and build your agents, integrate them with your existing tools, and deploy them in your environment.
- Week 4+ — Handoff & training. Full documentation, a team walkthrough, and post-deployment support. You run autonomously from day one.
The full walkthrough — including what you can do on your own — is in how the AgenticOS install works.
Custom agents vs. the alternatives
| Sempra install | Off-the-shelf AI tools | DIY / freelancer build | |
|---|---|---|---|
| Fit to your processes | Built on your data, SOPs, and business logic | Generic — you adapt to the tool | Depends on who builds it |
| Team adoption | Meets the team inside Gmail / CRM / existing tools | New app the team must learn | New workflows to maintain |
| Maintenance | AI-driven — watches your stack daily, updates itself | Vendor roadmap decides | Manual; goes stale in months |
| Goal recalibration | Flags strategy shifts, proposes recalibration | None | None |
| Ownership | Deployed in your environment, owned by you | Subscription you rent | Yours, but unmaintained |
| Time to live | About 3 weeks | Same day, shallow | Months of trial and error |
Results from real installs
- 99% time saved on compliance — employees now spend 1% of the previous time on bureaucratic research.
- €40K → €200K+ monthly revenue in six months —Serenergy (solar energy, Italy), with AI handling the operational complexity at scale.
- 500+ documents made searchable — instant, accurate answers instead of hours of manual lookup.
“In about five to six months, we went from zero to €200K a month. The AI handles the bureaucratic complexity so we can focus on growth.”
Frequently asked questions
What is an AI agent for business?
An AI agent is software that runs a defined job in your business — triaging email, qualifying leads, answering compliance questions — the way a trained employee would. You teach it with a skill (the AI version of an SOP), connect it to the tools your team already uses, and it works inside them autonomously.
How much does an AI agent installation cost?
Every install is scoped to your workflows, so we don't publish a one-size price. Most installs run as a fixed-scope project that goes live in about three weeks. On the free discovery call we map your processes and give you exact numbers before you commit to anything.
Why do you build on Claude?
We build on Anthropic's Claude models and are an approved Anthropic partner. Claude leads on the agentic capabilities this work depends on — long-context reasoning over your company knowledge, reliable tool use, and permission-gated actions — which is what makes agents safe enough to run real operations.
Which departments see results first?
Wherever recurring, rule-bound work piles up: operations and compliance (one client cut compliance research to 1% of the previous time), sales support (lead qualification and follow-up), and client onboarding. The install starts with a friction map, so the first agent targets your highest-ROI bottleneck — not the loudest one.
What happens on the discovery call?
Thirty minutes, no obligation. We talk through your specific business, sketch your bottleneck audit live on the call, and you leave knowing whether an AgenticOS install is the right move — plus the five-step blueprint to run it yourself if you'd rather.
Next step
Watch the walkthrough, then book a free 30-minute discovery call. By the end of it you'll know whether an AgenticOS install is the right move — and you keep the five-step blueprint either way.