Service 02 · AI Infrastructure

Custom AI agents embedded in your business.

We build AI agents that live in your Telegram, Slack, or web app — connected to your tools via OAuth, with persistent memory, self-learning knowledge base. Built on the open source platform we publish ourselves.

What our AI agents do

Not chatbots. Persistent AI employees that read your tools in real time, remember every decision and rule, and get smarter every week. Each deployment is custom-tailored to one client's stack and operation.

Multi-channel agents

Agent runs in Telegram by default — DMs and group chats with intent-routing. Optional channels: Slack, Discord, web embed, custom.

  • Telegram with aiogram + per-bot or shared workspace
  • Slack via official SDK + interactive blocks
  • Discord, web chat, custom CLI
  • Owner-private DM + team-shared group with same agent

Self-learning knowledge base

Every API call, every conversation, every correction goes into a per-tenant FTS5 + sqlite-vec hybrid index. The agent gets smarter with use.

  • FTS5 full-text + sqlite-vec semantic hybrid
  • Per-deployment isolation — your data stays yours
  • Reranker + insight boost in search
  • Distillation cron — weekly compaction across topics

Workspace tool integrations

OAuth-connected to your real tools, not screen-scraping. The agent reads what's actually there.

  • Gmail, Calendar, Drive (Google OAuth)
  • Slack workspaces, threads, channels
  • Jira, Linear, GitHub Issues
  • GA4, Search Console, Google Ads, Meta Ads

Custom workflows + automation

Beyond Q&A: scheduled digests, threshold alerts, draft emails, meeting prep briefs, on-call summaries. Each agent has cron-driven jobs specific to its owner's needs.

  • Daily digest in Telegram (industry + local + projects)
  • Threshold alerts (CPC spike, traffic drop, stuck tickets)
  • Weekly KPI digest
  • Reminder system with timezone-aware scheduling

Same code. Two ways to use it.

SAE4U Agent is the architecture with empty slots — anyone can fork it and self-host. Inside a retainer, the same architecture ships pre-filled with your business and operated by us. The AI agent isn't a separate line item; it's part of what the engineering team delivers.

Open source · self-host

Architecture with empty slots

The orchestrator, the runtime template, the knowledge base schema, the OAuth wiring, the prompt scaffolding — all there on GitHub. The slots for what your business actually is — your tools, your team's voice, your workflows, your data — come empty. You fill them. You host them. You maintain them.

  • Apache 2 license — fork freely
  • You provision your own infrastructure
  • You wire your own OAuth integrations
  • You write your own SOUL and workflows
  • You pay only your hosting and AI-provider bills
Fork on GitHub →
Retainer · we run it

Filled, deployed, operated

Inside an embedded retainer, the same architecture ships pre-filled with your business. Your tools wired, your voice in the SOUL, your workflows automated, your data flowing. You get a Telegram chat with an agent that already knows your operation — we keep the engineering behind it sharp every week.

  • Included in the $10–15K/mo retainer — no separate AI line
  • We provision and run the infrastructure
  • We wire OAuth and connect every tool you use
  • We tune the SOUL, ship workflows, monitor health
  • You use the agent to track what and how
Discuss an engagement →

From scoping to live agent in under a month.

First conversation to working AI agent in your Telegram, configured for your operation, typically takes 2–4 weeks of engineering inside the retainer.

Phase 01

Map the operation

Two weeks: we read your tools, talk to your team, identify the questions you ask repeatedly, the alerts you wish came automatically. The agent's job description writes itself from there.

Phase 02

Deploy + wire integrations

Per-tenant droplet on DigitalOcean (or self-host on your infra). OAuth dance for Gmail/Drive/Calendar/Slack. Telegram bot allocation. Agent's SOUL.md tuned to your voice.

Phase 03

Iterate + extend

Week 4 onward, agent is in your Telegram. You use it, refine the SOUL, request new automations. Workflow extensions ship inside the same retainer.

Where AI agents land in real businesses.

Anonymized examples of typical AI infrastructure engagements.

Premium services SMB

EA + marketing analyst in one agent

Owner of a multi-location services business needed a single agent that reads emails, summarizes vendor communications, AND tracks GA4 / Google Ads weekly. Built one agent serving both jobs through the same Telegram channel.

Digital agency

PM + standup automation

15-person agency needed asynchronous standup. Agent watches Jira + Slack + GitHub, posts daily summary in Telegram group at 11 AM, flags blockers, tracks ticket idle times. Replaced a 30-minute daily meeting.

Founder-led SaaS

Customer success watcher

Founder needed to know when key customers had issues without constantly checking Intercom + Slack + Linear. Agent watches all three, surfaces anomalies, drafts responses. Founder reviews in Telegram, approves with a thumbs-up.

Where AI infrastructure meets the rest.

AI agents become more powerful when paired with operational and analytics service lines.

Want a custom AI agent that knows your business?

15 minutes with the founder. We'll talk about what your operation needs, which tools to wire up, what the first version looks like.

Book 15 min with founder →