techvit
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AI / BUSINESS AUTOMATION

Turn repetitive work into a workflow you can review.

I design and build AI-assisted workflow automation for repetitive spreadsheet, document, email, and research tasks, with human review and operational controls built in.

You can contact me before your requirements are finalized.

Conceptual workflow that turns spreadsheets, PDFs, and emails into reviewed business outputs
Inputs, automated processing, human review, and business outputs in one workflow. Conceptual illustration.

COMMON PROBLEMS

Start with the work that is slowing your team down.

01

Staff repeatedly copy, reconcile, and summarize spreadsheet data.

02

Information from PDFs and forms is entered into another system by hand.

03

Classifying inquiries and preparing reply drafts takes too much time.

04

People manually connect multiple SaaS tools and internal systems.

05

Off-the-shelf products do not fit existing formats or approval steps.

06

The team wants to use AI but cannot define how errors should be reviewed.

HOW TECHVIT WORKS

Automation includes the review step—not just the AI call.

The workflow is designed around existing rules, exceptions, responsible reviewers, and records so the result can be used in day-to-day operations.

01

Receive input

Accept spreadsheets, documents, email, forms, or API data.

02

Process

Use deterministic rules and AI only where each is appropriate.

03

Human review

Keep approval and correction points for important decisions.

04

Record and connect

Write approved results back with logs and retry paths.

USE CASES

Typical projects

01

Spreadsheets

Automate copying, reconciliation, aggregation, and recurring report preparation.

02

PDF and document processing

Extract fields from forms and documents, review them, and register approved data.

03

Email and inquiries

Classify messages, extract required facts, prepare drafts, and record the outcome.

04

Sales research

Connect company research, proposal hypotheses, and human-reviewed outreach drafts.

Start with the one task that consumes the most time.

Share the current input and expected output, and I will help define a small first automation target.

Discuss your project

PROCESS

Build a small, testable slice first.

  1. 01

    Review the current work

    Map real inputs, outputs, exceptions, and reviewers.

  2. 02

    Prototype one step

    Build the smallest slice that can demonstrate value and risk.

  3. 03

    Add controls and integrations

    Connect existing tools and add review screens and logs.

  4. 04

    Operate and improve

    Use failures and corrections to refine the workflow.

DELIVERABLES

What you receive

  • ✓A focused workflow automation tool
  • ✓Spreadsheet, API, email, or existing-system integrations
  • ✓Human review interface or reviewable output
  • ✓Logs, operating notes, and improvement recommendations

Cost and schedule

Estimated after requirements review

Cost and schedule depend on processing volume, exception patterns, external integrations, authentication and permissions, the review method, and the deployment environment. I define the initial scope after the first discussion.

Technology selected for the requirements

PythonFastAPITypeScriptReact / Next.jsGoPostgreSQLAWS / GCP / CloudflareDocker

FAQ

Frequently asked questions

We have not decided what to automate. Can you help?+

Yes. I review the current steps, frequency, effort, decisions, and exceptions to identify a measurable first workflow.

Can we keep our existing spreadsheets and systems?+

Where practical, yes. I evaluate available APIs, CSV files, email, and other integration options before proposing changes.

How do you handle AI errors?+

Important outputs are not finalized automatically. Human review, evidence, logs, and retry or correction paths are designed into the workflow.

Start with the one task that consumes the most time.

Share the current input and expected output, and I will help define a small first automation target.

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