Veritiana
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Verified AI agent infrastructure

AI agents that answer, structure and execute from verified business context.

Veritiana builds low-cost AI agent workflows for reliable website answers, AI-readable product data and operational business outputs. No open-ended guessing. No unsupported claims.

Verified
source-grounded outputs
Controlled
scoped agent runtime
Efficient
lower token waste
Veritiana Core

Agent workflow infrastructure

auditable
Sources
Normalize
Validate
Retrieve
Output
Decision gate
Answer only if verified sources support the request.
Refuse or redirect when evidence is missing.
Log status, confidence and source trace.
Runtime outputs
Answers
website / knowledge
Signals
product data / JSON-LD
Reports
notes / operations
Tasks
follow-up / workflow
01

Source-first

Every workflow starts from extracted, normalized and versioned business data.

02

Validation before output

Agents check whether an answer, signal or report is supported before it is generated.

03

Low-cost runtime

Scoped retrieval and task-specific agents reduce unnecessary model calls and token waste.

Products

Three products. One verified agent layer.

Each product solves a different business problem, but all use the same rule: verified input, controlled agents, traceable output.

Answer Engine

Verified answers for websites, e-shops and company knowledge. It behaves like an intelligent answer layer, not a generic chatbot.

  • Website extraction and normalization
  • Business baseline validation
  • Context-locked retrieval
  • Answerability and refusal logic
  • Monthly requalification loop

E-commerce Signal

AI-readable product data infrastructure for e-commerce catalogs, product pages and machine-facing commerce signals.

  • Product signal extraction
  • AI readability scoring
  • Deterministic product profiles
  • JSON-LD generation
  • Catalog-scale semantic layer

Operational Notes Engine

Raw field notes, meeting context and operational input converted into verified reports, tasks and customer-ready messages.

  • Report Agent
  • Check Agent
  • Follow-up Agent
  • Communication Agent
  • Audit-ready records

Platform

Built for agents. Controlled by infrastructure.

Veritiana does not depend on one large prompt. It uses a controlled pipeline where each agent has a defined responsibility and each output has a status.

No hallucination by design

Unsupported requests are refused or redirected instead of being completed with invented facts.

Lower runtime cost

Small scoped retrieval and task-specific agents avoid unnecessary context and broad model usage.

Traceable output

Answers, signals and reports can be linked back to source documents, chunks or validated fields.

Business-specific context

Each deployment is calibrated on a validated business baseline, not generic AI behavior.

Pipeline
extract normalize validate retrieve decide generate log

Agent model

A modular digital team behind each workflow.

Input Agent

Captures website content, product data, notes or user questions.

Validation Agent

Checks source coverage, missing fields and unsupported claims.

Retrieval Agent

Finds relevant verified evidence inside the approved context.

Decision Agent

Decides whether the request is answerable or must be refused.

Generation Agent

Creates the final answer, product profile, report or message.

Audit Agent

Logs sources, confidence, status, missing topics and output history.

Labs

Experimental interfaces for future agents.

Labs are not the main product layer. They show future interfaces, education demos and agent simulations built around the same verified-agent thinking.

Lab

AI Glasses

Wearable input, memory and real-world context for future agent workflows.

Open Lab - AI Glasses
Lab

BabyGPT

Browser-native GPT training engine for transformer education and experimentation.

Open Lab - BABY GPT
Lab

Aura Entities

Autonomous entity simulation for decisions, memory, social dynamics and evolution.

Open Lab - Aura Entities

Start here

Start with one verified workflow.

Use Answer Engine for websites, Signal for e-commerce catalogs or SourceNote for operational notes. Each product can start as a controlled pilot.

Contact

Request a product demo

Tell us which workflow you want to validate first.

partners@veritiana.com