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ai-automation

AI Automation

Streamline operations by automating repetitive workflows, unstructured data ingestion, and document processing with production AI agents.

Starting from
$1,500 USD

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Overview

We replace brittle manual tasks with resilient AI-powered workflows. From processing complex PDF invoices and parsing unstructured emails to building automated reporting pipelines, our automations run reliably in asynchronous background queues with comprehensive audit logs.

Key Deliverables & Specifications

What is included with our production-grade engineering delivery.

Custom workflow automation engine with async task queues and retry logic
PydanticAI and LangChain integrations for deterministic LLM outputs
Document processing pipelines with OCR, parsing, and structured JSON output
Third-party integrations via secure webhooks, Zapier, Make, or direct REST APIs
Failure fallback alerts via Telegram, Slack, or email notifications

Execution Methodology

Transparent, structured delivery from initial brief to deployment.

01

Workflow Audit

We analyze your recurring manual bottlenecks, volume, and data sources.
02

Pipeline Architecture

Design stateful agents with deterministic schemas, fallback models, and rate limits.
03

Implementation & Staging

Build asynchronous job workers, audit tables, and alerting channels.
04

Production Guardrails

Deploy with retry budgets, idempotency keys, and telemetry dashboards.

Technology Stack & Tooling

Python 3.12
FastAPI
PydanticAI
PostgreSQL
Redis
Celery
OpenAI / Claude

Frequently Asked Questions

Direct answers about timelines, scope, and technical deliverables.

How do you prevent hallucinations in automated workflows?▼

We enforce strict Pydantic schema validation, self-correcting retry loops, and deterministic fallback functions for all extracted data.

Can the automation connect to our existing CRM or ERP?▼

Yes, our pipelines integrate with standard APIs like Salesforce, HubSpot, QuickBooks, Google Workspace, and proprietary databases.

Ready to build with this capability?

Discuss your technical requirements with our engineering team or get an instant estimation.

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