StallerStack
AI Service

Agentic AI

Agentic AI systems don't just respond — they plan a sequence of steps, call tools, and adapt when something fails. We design multi-step agents with real guardrails: scoped permissions, human-in-the-loop checkpoints, and full execution traces so autonomy never means loss of control.

0%

Avg. Task Completion Rate

0+

Tool Integrations Supported

6-10 wks

Typical Engagement

Built-in

Human Escalation Paths

What's Included

Multi-step agent with defined tool access

Execution trace and audit logging

Human-in-the-loop escalation flow

How We Work

01

Task Decomposition

We map the target workflow into discrete steps an agent can reliably plan and execute.

02

Tool & Permission Design

Every action the agent can take is scoped to a specific tool with explicit permission boundaries.

03

Agent Build & Evaluation

We build the planning loop and run it against real scenarios, including failure and edge cases.

04

Guardrails & Launch

Human-in-the-loop checkpoints and execution logging are added before the agent goes live.

What You'll Receive

  • Multi-step agent with defined tool access
  • Execution trace and audit logging
  • Human-in-the-loop escalation flow
  • Evaluation suite covering common failure modes
  • Deployment and monitoring setup

How Engagements Typically Work

Every project starts with scoping — here's the shape most engagements for this service take.

01

Feasibility Pilot

A scoped 2-3 week pilot to prove the agent can complete the target workflow reliably before further investment.

02

Production Build

Full agent development with tool integrations, guardrails, and monitoring — typically 6-10 weeks.

03

Ongoing Tuning

Monthly retainer to refine prompts, add tools, and improve task completion rates as usage grows.

Technologies We Use

The tools and platforms our Agentic AI team works in day to day.

Agent Frameworks

LangGraph
LangChain
OpenAI API
Anthropic API

Infra

Python
Redis
Docker
PostgreSQL

Frequently Asked Questions

Every tool call is explicitly scoped and permissioned, and high-risk actions route through a human approval step by default.

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