Autonomous Workflows

Agent Integrations

We build AI agents that don't just answer questions — they take action. From single-purpose task runners to multi-agent pipelines that plan, execute, and self-correct across your entire tech stack.

Agents That Work While You Sleep

A modern AI agent is more than a chatbot — it's a reasoning engine equipped with tools. It can browse the web, query your database, call third-party APIs, write and execute code, and hand off work to other specialized agents. We design, build, and deploy these systems to replace repetitive knowledge-work.

  • Tool-Calling Agents — LLMs that invoke APIs, run code, and read/write data autonomously
  • Multi-Agent Orchestration — planner agents delegating to specialist sub-agents in parallel
  • Human-in-the-Loop — approval gates, audit trails, and escalation flows for high-stakes actions
  • Memory & State — long-term memory, session context, and persistent task queues
  • Scheduled & Event-Triggered — run on cron, webhook, or user prompt — fully automated
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agent-loop.ts
// Planner agent receives goal
goal: "Research competitors, summarize findings,
and draft a report in Notion"
// Sub-agents dispatched in parallel
WebSearchAgent("top 5 competitors")
ScraperAgent(competitor_urls)
SummarizerAgent(scraped_data)
// Planner synthesizes & writes
NotionAgent.createPage(report)
SlackAgent.notify("#strategy")
Task complete — 47 sec total

Types of Agents We Build

Each agent is purpose-built for a specific class of work.

Research Agents

Browse the web, read PDFs, scrape competitors, and synthesize market intelligence into structured reports — on demand or on a schedule.

Outreach & Sales Agents

Enrich leads, personalize cold emails using real-time company data, schedule follow-ups, and log everything to your CRM — without a human touching it.

Support Triage Agents

Read inbound tickets, classify urgency, look up account history, draft responses, and route to the right team — cutting handle time dramatically.

Code & DevOps Agents

Write tests, open PRs, read CI logs, diagnose failures, and apply fixes — autonomous developer assistants that live in your GitHub workflow.

Data Pipeline Agents

Extract, transform, and load data between sources — with built-in anomaly detection, schema validation, and natural-language querying of your warehouse.

Document Workflow Agents

Review contracts, extract key terms, flag non-standard clauses, generate summaries, and route for approval — legal and ops workflows at machine speed.

Agents Connected to Your Stack

Agents are only as powerful as the tools they can call. We connect your agents to the platforms your business already runs on — so they can take real action, not just produce text.

Slack
GitHub
HubSpot / Salesforce
Google Drive / Notion
Gmail / Outlook
Stripe
n8n / Make / Zapier
Any REST / GraphQL API
Live Agent Run
Planner

Breaking task into 3 steps. Dispatching sub-agents…

0.8s
WebSearchAgent

Found 12 sources. Extracted key pricing data.

6.2s
SummarizerAgent

Report drafted. 3 key insights surfaced.

11.4s
SlackAgent

Posted to #strategy. Notion page created.

14.1s
Task complete — all steps logged for audit

Frameworks & Infrastructure

We use the right tools for the right job — battle-tested frameworks with production-grade reliability.

LangGraph

Stateful, cyclical agent graphs with built-in checkpointing and human-in-the-loop support. Our default for complex multi-step agents that need to plan, reflect, and retry.

CrewAI

Role-based multi-agent crews with clear responsibilities, delegation, and task memory. Great for business process automation where agents mirror org structure.

n8n + AI Nodes

Embed AI agents directly inside your existing n8n automation workflows. Ideal when you need to augment current processes without a full rebuild.

Anthropic Claude MCP

Model Context Protocol servers that give Claude structured access to your internal tools, databases, and APIs — enabling agents to interact safely with your systems.

Browser Automation Agents

Playwright + LLM-based control for agents that need to navigate real websites, fill forms, extract data, or test your app — without a human at the keyboard.

Guardrails & Observability

Every production agent we build includes output validation, loop detection, cost limits, audit logging, and LangSmith traces — so you always know what your agent did and why.

Ready to automate with agents?

Tell us the workflow you want to automate. We'll scope the agent architecture, tooling, and delivery timeline — free.

Book a Free Strategy Call