Exatosoftware

Agentic AI development

Agentic AI
development company

Design and deploy autonomous AI agents that plan, execute, and adapt — handling multi-step tasks across your systems with human checkpoints exactly where you need them.

8–14 wks

Pilot-to-production timeline

Multi-agent

Single & multi-agent system design

Human-in-loop

Oversight checkpoints built in by default

How an agent works

Anatomy of an AI agent

Every agentic system we build follows this core loop — perceive, plan, act, check — with guardrails at each stage.

01
Goal input

Task or objective from a user, system event, or schedule

02
Reasoning engine

LLM plans steps, selects tools, evaluates progress

03
Tool / API execution

Agent calls real systems — databases, APIs, ServiceNow, email

04
Human checkpoint

Approval gate before high-stakes or irreversible actions

Where agentic AI fits

Match the autonomy level to the risk

Not every task should be fully autonomous. We design the right level of human oversight for each use case.

High risk · human-led

Financial transactions & legal commitments

Agent prepares recommendations and supporting analysis only. A qualified human always makes and executes the final decision.

Medium risk · approval gate

Customer communications

Agent drafts responses, classifies intent, and prepares actions — but a human reviews and approves before anything is sent externally.

Low risk · full autonomy

Research & data gathering

Agent searches, summarises, and compiles information from multiple sources autonomously. Mistakes are easily caught and low-cost.

Implementation approach

How we build your agentic AI system

01

Scoping & risk classification (1–2 weeks)

We map the task, define success criteria, and classify the risk level for each decision point — establishing exactly where human oversight is required versus where the agent can act independently.

Task mapping
Risk classification
Success criteria

02

Agent architecture & tool design (2–3 weeks)

We design the agent’s reasoning loop, select the model, define the tools and APIs it can access, and build the guardrails that constrain its behaviour.

Architecture design
Tool integration design
Guardrail definition

03

Pilot build & evaluation (3–6 weeks)

We build a working pilot on a real (but contained) use case, with structured evaluation against your success criteria — accuracy, cost, latency, and failure mode analysis.
Pilot build
Structured evaluation
Failure analysis

04

Production rollout & monitoring

Staged rollout with continuous monitoring of agent decisions, cost, and outcomes. We tune prompts, guardrails, and tool access based on real production behaviour.

Staged rollout
Production monitoring
Continuous tuning

FAQ's

Agentic AI questions

Is agentic AI safe to use for business-critical processes?

It can be — with the right design. We classify every decision point by risk and build human approval gates for anything high-stakes or irreversible. Agentic AI doesn’t mean “fully autonomous everywhere” — it means the agent handles the reasoning and execution, while you control where oversight sits.

What happens when an agent makes a mistake?

We build in evaluation and monitoring from day one — logging every decision, action, and outcome. For high-risk actions, approval gates prevent mistakes before they happen. For lower-risk autonomous actions, we design rollback mechanisms and alerting so issues are caught quickly.

Can an agent work across multiple systems — like ServiceNow, our CRM, and email?

Yes — this is exactly where agentic AI adds the most value over simple automation. We build tool integrations so the agent can read and act across multiple systems within a single workflow, coordinating actions that would otherwise require a human to manually bridge between tools.

How much does an agentic AI pilot cost?

A focused pilot on a single use case typically starts around $25,000–$45,000 depending on complexity and integration requirements. We always scope and quote after the initial workshop — no commitment required to get a number.

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