Anviro

BACKGROUND

Introduce your business and what you do there.

I’m the founder of AnywhereTech, an AI-powered solutions company for the education sector.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Anviro to accomplish for your business?

We needed help building an AI and plagiarism detector that also provided guardrails against hallucinated references, citations, and facts.

SOLUTION

What was the scope of their involvement?

Anviro worked on the proof of concept, with detailed scoping of the product, backend system, and QA, all trackable with Jira. The team also delivered a prototype.

What is the team composition?

We worked with 2–5 teammates from Anviro.

How did you come to work with Anviro?

We found them through a referral. We chose them over other options because they had high ratings, good value for cost, and company values aligned with ours.

What is the status of this engagement?

We started working with them in February 2026, and the engagement is ongoing.

RESULTS & FEEDBACK

What evidence can you share that demonstrates the impact of the engagement?

We have a working prototype that has been evaluated by real users for efficiency. The metrics we use to measure success are the number of incorrect citations and the confidence level of the stated facts.

How did Anviro perform from a project management standpoint?

We used virtual meetings as our primary form of communication.

What did you find most impressive about them?

Their transparency and time management are impressive.

Are there any areas they could improve?

There's nothing they could improve on.

BACKGROUND

Please describe your company and position.

I am the Founder of ExpertEcho

Describe what your company does in a single sentence.

Podcast agency for coaches.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Anviro to accomplish?

• Adapt the current transcription server code to run as a Runpod serverless worker.
• On completion, the worker should POST the transcription result back to a Make webhook, including the original google_drive_id.Adapt the current transcription server code to run as a Runpod serverless worker. -> On completion, the worker should POST the transcription result back to a Make webhook, including the original google_drive_id.

SOLUTION

How did you find Anviro?

upwork job post

Why did you select Anviro over others?

• Pricing fit our budget
• Good value for cost

How many teammates from Anviro were assigned to this project?

1 Employee

Describe the scope of work in detail. Please include a summary of key deliverables.

Before Anviro developed a whisper server for me that could be deployed locally. The goal for this project was to:-> Adapt the current transcription server code to run as a Runpod serverless worker. -> On completion, the worker should POST the transcription result back to a Make webhook, including the original google_drive_id. 

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

In the end, you could send a post request containing a URL to an audio file, and you would receive, among other details, an SRT file for the specified webhook.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

A lot of dedication was put into completing the project according to my requirements.

What was your primary form of communication with Anviro?

Email or Messaging App

What did you find most impressive or unique about this company?

Their price-performance, professionalism, know-how and friendliness

Are there any areas for improvement or something Anviro could have done differently?

As with any project, not everything went flawlessly, but in the end Anviro clearly proved to be the best choice