AVENTRA

Agentic AI & Automation

AI agents that do real work, safely.

We design, build and run AI agents and automated workflows for support, sales, operations and back-office tasks, with the guardrails, monitoring and human hand-offs a business needs.

  • A fixed-price proposal before any code
  • A working demo every two weeks
  • You own the code, designs and data
  • An NDA before you share anything sensitive

What we build

Agentic AI & Automation, shaped to the job.

01

Customer support agents

Answer, triage and resolve routine requests across chat, email and WhatsApp.

02

Sales and lead agents

Qualify inbound leads, book meetings and keep your CRM up to date.

03

Voice agents

Natural phone conversations for bookings, reminders and first-line support.

04

Document processing

Read invoices, contracts and forms, then extract, check and file the data.

05

Knowledge assistants

Answers from your own documents and policies, with sources cited.

06

Workflow automation

Connecting your tools so repetitive processes run without anyone touching them.

What you get

Results you can measure.

  1. 01

    Work handled around the clock

    Routine requests are answered in seconds at any hour, in the languages your customers speak.

  2. 02

    People freed for judgement

    Your team stops copying data between systems and spends its time on the cases that need a person.

  3. 03

    Guardrails by design

    Scoped permissions, human approval for sensitive actions, audit logs and clear hand-offs.

  4. 04

    Measured, not hyped

    We agree success metrics up front, such as resolution rate and cost per task, and report against them.

How we deliver

Four steps, and a demo every two weeks.

Every step ends with something you can see and approve before the next begins.

1

Find the right workflow

We pick one high-volume task with a clear definition of done and a baseline.

2

Pilot

A working agent on real data, tested against an evaluation set before release.

3

Deploy with guardrails

Rolled out gradually, with monitoring, limits and human review where it matters.

4

Expand

Once the numbers hold, we extend to the next workflow.

Technology

The tools we reach for.

Chosen to fit the problem. These are the ones we use most for this kind of work.

  • OpenAILLM
  • ClaudeLLM
  • GeminiLLM
  • GroqInference
  • LangChainAgents
  • Hugging FaceModels
  • PythonLanguage
  • FastAPIPython APIs
  • n8nAutomation
  • SupabaseBackend platform
  • PostgreSQLDatabase
  • TwilioMessaging

FAQ

Questions about agentic ai & automation.

Still unsure about something? Ask us

The one that fits the task, budget and data rules. We work with models from OpenAI, Anthropic and Google as well as open models you can host yourself, and design so the model can be swapped later.

We use business API tiers that do not train on your data, send only the minimum needed, and can keep sensitive data inside your own infrastructure. Data handling is agreed in writing before we start.

Answers are grounded in your own data, actions are limited to what the agent is allowed to do, sensitive steps need human approval, and every release is tested against real examples before it goes live.

Running costs depend on volume and model choice. We estimate them during the pilot, track cost per task in production and tune prompts and models to keep it down.

Further reading

Decision guides for this kind of project.

Start a project

Tell us which work should run itself.

No obligation. The first call is a working session about your goals, not a sales pitch, and you'll hear back within one business day.

  1. 01Share your goalsA short form or a call. No preparation needed.
  2. 02Get a fixed-price proposalScope, timeline and cost in writing.
  3. 03Start buildingA working demo within the first two weeks.