Lisra.Ai

How It Works

See the original Lisra.Ai workflow: inputs, agent brain, tools, safety, real example and shared core.

How the Ai agents work

You ask. Lisra plans, acts and reports.

The Agent Orchestrator turns a plain request into real work. It reads your business context, chooses the right tools and keeps every output clear, useful and on-brand.

The process stays simple: understand the goal, use the right tool, check the result and wait for approval when it matters.

1 · Inputs / triggers ▸
🗣️
A customer message
voice call, web chat, WhatsApp or social inbox
📨
A new lead or email
form fill, inbound email, sign-up
⏰
A schedule or event
"follow up in 2 days", price drop, booking
2 · The Ai agent — the brain
🧠 Thinks & acts in a loop
until the goal is reached — with safety checks
🧩 Memorypast chats & actions
📚 Business contextproducts, prices, customers, brand voice
1
Perceive
understands the request and reads the data
2
Reason & plan
chooses the steps needed to reach the goal
3
Act — use a tool
calls the right action at the right time
4
Observe
checks the result and keeps the loop moving
↻ repeats steps 1–4 until done
◂ 3 · Tools it can use
📞
Make / answer calls
✉️
Send email & text messages
📣
Launch & optimize ads
🗂️
Update records · book appointment
🔎
Fetch live data & prices
✅ 4 · Output: the result is delivered, such as a reply, call or campaign draft. Important actions wait for one-click human approval, then the outcome goes back into memory.
🤖 A normal chatbot
Answers a question, then stops. It does not run the work.
⚡ An Ai agent (Lisra)
Plans, uses tools, takes action across channels and checks the result.

A real example, step by step

💬

"Find a good price for this product and launch a Facebook ad for it."

Live agent run
🧩
Understand
Reads the request and turns it into a clear business goal.
🧠
Context
Loads product cost, margins, customer segment and brand voice.
🗺️
Plan
Chooses the pricing, creative and launch sequence.
⚙️
Act
Researches price, writes copy, prepares image and ad setup.
🛡️
Guard
Checks budget, margin risk, brand rules and approval limits.
📦
Deliver
Shows a ready preview with a one-click launch approval.
💳
Meter
Logs usage for billing and reporting.
Price decisionBest suggested price with margin and competitor context.
Ad readyCopy, creative, audience and campaign draft prepared.
Human controlLisra waits for approval before spending money or launching.

One shared core, with the right pack for your industry

Layer A Shared Core — used by every industry
Agent Orchestrator Chat Agent Voice Agent Email Text messaging Content Engine Website builder Knowledge base Funnels / pages Forms & surveys Booking & calendar Customer records Support & tickets Call tracking Search visibility Social Ads (Meta/Google/TikTok) Prospecting QR & business cards Automation Analytics Billing & usage
Layer B Vertical Packs — industry-specific add-ons
E-commerce: pricing, costing, research built Healthcare: booking, intake, reminders Real Estate: listings, viewings, follow-up Travel: ticketing, itinerary, quotes Hotels: booking, concierge, reviews IT / SaaS: onboarding, support, retention Legal: intake, consultation, case FAQ Restaurant: reservations, menu, offers Consulting: leads, scheduling, proposals Custom vertical pack on request
Works with your stack: Lisra connects tools like Twilio, Vapi, Meta, Google and TikTok under one brain, so your operations stay connected without technical setup on your side.