CASES

01Healthcare · First-Line AI Agent
−60% operator workload

SA Clinic

An AI agent for patient scheduling via messengers

BEFORE

Patients wrote to Instagram and WhatsApp around the clock, while operators only answered during business hours. Some messages sat unanswered until the next day, others were lost in the flow of conversations. Every missed request was a patient who booked with another clinic.

AFTER

Patients receive an answer within seconds regardless of when they write. Operators handle only complex cases and no longer spend time on routine scheduling questions.

THE TASK

Cover the first line so that patients get an answer immediately at any hour, while operators handle only the cases that genuinely need a human.

WHAT WE BUILT

  • -An AI agent on Instagram and WhatsApp running around the clock
  • -Booking flow: doctor's specialty, convenient time slot, confirmation
  • -Escalation rules - non-standard requests go to an operator with the full conversation context
  • -Integration with the clinic's schedule

HOW IT WORKS

THE NUMBERS

Average response time
under 30 seconds
Operator workload
−60%
Missed inquiries outside business hours
0

STACK

GPT-4oWhatsApp Business APIInstagram Graph APIn8nPostgreSQL
02SaaS · AI Agent Infrastructure
from $20,000 saved at launch

AgentAPI

A single gateway to 500+ models for AI agents and services

BEFORE

Every team launching an AI service went through the same path: registering accounts at OpenAI, Anthropic, and Gemini, topping up balances, writing routing between models, setting up billing, and collecting logs. Months of infrastructure work before the first line of product logic.

AFTER

A team connects models in a day and gets straight to the product instead of the infrastructure. One provider going down no longer stops the service.

THE TASK

Remove the infrastructure stage from launching an AI product: give teams a single entry point to models and a ready-made business layer around it.

WHAT WE BUILT

  • -A single gateway: one key, one endpoint, one request format
  • -Model switching with a single line in JSON
  • -Automatic failover - if a provider fails, the request goes to a backup
  • -Business package: React frontend, NestJS backend, client dashboard
  • -Payment system with token limits

THE NUMBERS

Models through one endpoint
500+
Infrastructure savings at launch
from $20,000
Model switching
1 line of JSON
Time to market
months→days

STACK

OpenAIAnthropicGoogle GeminiMistralReactNestJSPostgreSQL

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