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Ecosystem & Tool Connectivity

Keep the tools you already use. Make them work 10x better.

You don't need to replace your entire software stack. We build intelligent bridges across Excel, Google Sheets, Notion, CRM, Slack, WhatsApp, and databases.

CAPABILITY SCOPE

What I can build.

  • ✦Google Sheets & Excel to CRM Two-Way Sync Bridges
  • ✦WhatsApp AI Assistants for Customer Inquiries & Order Updates
  • ✦Slack / Teams Alert Hubs with 1-Click Action Buttons
  • ✦Custom Webhook Ingestion Normalizing Incompatible Data Formats
  • ✦Database Synchronization Layers Interfacing with Legacy Systems
  • ✦Automated Stripe / Payment Reconciliation Pipelines
  • ✦Multi-Tool Operational Orchestration
OUTCOMES & DELIVERABLES

What you get.

  • Zero disruption to your team's daily tools (Excel, Sheets, Slack, WhatsApp)
  • Real-time bi-directional synchronization with automated error recovery
  • Custom AI reasoning and automation layered directly onto existing records
  • Dead-letter queues that safely preserve requests during third-party outages
  • Security key management and documented API configurations
Build Depth

From fast build to complete system.

You don't always need a massive enterprise build. We scope the software to match your exact timeline and stage.

FAST BUILD

Focused Working MVP

Connect two critical disconnected business tools in 1 week.

FULL INTELLIGENT SYSTEM

Production Infrastructure

Multi-tool operational sync hub + webhook listeners + data transformation middlewares + error alerts + audit logging.

Workflow Compatibility

Keep your current tools. I'll build around them.

Don't replace what already works. Make it work better.

BEFORE // MANUAL BOTTLENECK
01Spreadsheet
02Manual copy/paste
03CRM
04Email
05Follow-up
AFTER // AUTOMATED INTELLIGENCE
01Lead / Event
02Automation
03AI Reasoning
04CRM Sync
05Slack Alert
06Human Action
Proof of Capability

Relevant working systems.

Real implementations that demonstrate this capability in production.

RealEstate AI Sales OS
AI Workflow Platform / PropTech

RealEstate AI Sales OS

Stateful multi-agent workflow engine that orchestrates the real estate sales lifecycle through a directed graph with checkpoint-based persistence, MCP tool abstraction, and human-in-the-loop interrupts.

WHAT IT DEMONSTRATES:

A production-grade multi-agent system demonstrating stateful workflow orchestration with checkpoint persistence, MCP tool abstraction for integration decoupling, LLM reliability engineering (structured outputs, model fallback, guardrails), and automated evaluation—reducing per-workflow LLM calls by 40% through agent consolidation and deterministic routing.

ThreadBase
AI Engineering / Content Infrastructure

ThreadBase

LLM-powered content scheduling platform with async job orchestration, idempotent scheduling, and full audit trail observability.

WHAT IT DEMONSTRATES:

A production-grade content scheduling platform achieving reliable job execution with complete lifecycle observability, efficient LLM cost management through semantic caching, and secure media delivery via signed URLs.

Inbound Lead Engine
Backend / AI Engineering

Inbound Lead Engine

Production-grade async lead processing with AI intent inference and SLA enforcement.

WHAT IT DEMONSTRATES:

Full-stack containerized environment. Zero ingestion wait-time. Automated state escalation for hard failures.

Engineering Depth

Under the hood.

Architectural details and engineering decisions behind this system.

Non-Intrusive Integration Layer

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Webhooks capture events the moment they occur for real-time reactivity.

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Transformation middlewares normalize incompatible data formats (converting messy spreadsheet rows to typed Pydantic models).

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Idempotency guards prevent duplicate records during third-party API connection hiccups.

Start A Project

Have a use case for integrations?

Tell me what you're trying to solve. I'll outline the architecture and build a working system quickly.

Tell me what you're building