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Ampliwork Tech Stack

Enterprise AI agents for automating complex workflows at scale

Business Intelligence Platforms Boston, Massachusetts 11–50 employees Privately Held
ampliwork.com LinkedIn

Ampliwork builds AI agents designed to handle multi-step enterprise workflows while meeting compliance and security requirements. The stack reveals a production-focused architecture: Python + Transformer + RAG for the AI layer, Azure + Terraform + Azure DevOps for cloud infrastructure, and Retool for agent UI. Active projects span agentic workflow development, tax-use-case automation, and AI interaction prototyping — suggesting a near-term shift from generalist demos toward domain-specific agents. Pain points around 'delivering AI agents in production' and 'opaque AI behavior' align with this execution phase.

Tech Stack 22 technologies

Core StackPython JavaScript RAG Figma Retool Terraform GitHub Actions Azure DevOps Zapier BERT Transformer Framer Azure Bicep PowerShell Bash Azure Key Vault SQL Git Jupyter Ramp Brex
AdoptingZapier

What Ampliwork Is Building

◆Challenges

  • Complex multi-step workflows
  • Redundant subscriptions
  • Manual bottlenecks
  • Opaque ai behavior
  • User friction in ai workflows
  • Scaling cloud infrastructure
  • Enhancing security compliance
  • Data integrity
  • Delivering ai agents in production
  • Scaling operational processes

▲Active Projects

  • Maintain single source of truth for company data
  • Ai-powered workflow for tax-related use cases
  • Cloud-native software architecture design
  • Agentic workflow development
  • Generative ai solution implementation
  • Prototype and validate
  • Co-create launch messaging
  • Prd drafting and roadmap maintenance
  • Ai interaction ui prototyping
  • User research for ai workflows

Hiring Activity

Minimal10 roles · 1 in 30d

Department

Engineering
4
Product
3
Design
1
Operations
1
Ops
1

Seniority

Intern
3
Senior
3
Manager
2
Mid
2
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About Ampliwork

Ampliwork is a 11–50 person AI software company headquartered in Boston, privately held. The team builds enterprise-grade AI agents to automate complex, multi-step tasks — reducing manual bottlenecks and regulatory risk while freeing high-value human work. The engineering-heavy hiring mix (4 engineers, 3 product) and active projects on cloud architecture, data integrity, and security compliance indicate infrastructure and product maturity work. The organization is in early-stage hiring mode (1 role posted in the last 30 days), with Canadian expansion underway.

HeadquartersBoston, Massachusetts
Company Size11–50 employees
Hiring MarketsCanada

Frequently Asked Questions

What tech stack does Ampliwork use?

Core AI: Python, BERT, Transformer, RAG. Infrastructure: Azure, Terraform, Azure DevOps, Azure Key Vault. UI/prototyping: Retool, Figma, Framer. Automation: Zapier (currently adopting). Source control: GitHub Actions, Git.

What is Ampliwork working on?

Primary focus: agentic workflow development and AI-powered automation for tax-related use cases. Secondary: cloud-native architecture design, AI interaction UI prototyping, user research on AI workflows, and roadmap/PRD definition.

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