Your team is using AI. Is it working the way you think?
Telurai is a prompt intelligence platform that improves every prompt, validates every response, corrects every document — and accounts for every token spent. Built for mid-market organisations that cannot afford AI to go wrong.
No commitment. We will reach out personally to confirm your spot.
73%
of AI outputs require rework without prompt governance
3
products in one loop — improve, validate, correct
16
document formats supported — PDF to XLSX to JSON
$18
per seat per month — Core tier, no lock-in
The Problem
Five failure modes hiding inside your AI rollout
01
Inconsistent quality
Two employees, same role, same AI — completely different outputs. One has developed prompt instincts. The other has not. Management never sees the gap until it surfaces in a client deliverable or a financial model.
02
Knowledge walks out
Your best prompt user resigns. Their accumulated method and instincts leave with them. There is no mechanism to capture, standardise, or transfer that knowledge. Telurai creates that mechanism.
03
Data flowing out unseen
Employees paste sensitive information into AI tools daily — without awareness of what should and should not be shared. In regulated industries, this is not a hypothetical risk. It is a live compliance exposure.
04
Failed AI adoption
You invested in AI tooling expecting productivity gains. They have not arrived. The AI is ready. The workforce is not equipped to use it. Telurai addresses the actual cause of failed adoption — not the symptom.
05
Context blindness in AI-generated documents
AI produces technically correct content that is contextually wrong — a document that passes a surface read but fails its actual brief. In April 2026, researchers found AI chatbots confirming a fictional disease as real. In enterprise environments this means corrupted deliverables, missed deadlines, and compliance failures. This is not hallucination. It is context blindness — and it is the hardest failure mode to catch manually. Telurai's Document Intelligence was built specifically to catch it.
The Platform
Three products. One intelligence loop.
Product 1
Prompt Improver
Telurai analyses every prompt before it is submitted and returns one targeted, context-aware improvement — instantly. The employee stays in control. The organisation gets consistent results.
Real-time prompt analysis across ChatGPT, Claude, Gemini, and your internal AI tools
Role and industry-aware — a compliance officer gets different guidance than a sales executive
Live token counter — see exactly how many tokens your prompt will consume before you send it
Token delta — measure how much leaner the improved prompt is versus your original
Once the AI responds, Telurai scores it across five dimensions and tells the user exactly what to do next — continue, correct, or recover. Every response accounted for.
Scores every AI response across instruction adherence, factual consistency, completeness, clarity, and safety
Three verdict states — Stellar, Shaky, or Critical — with a layer-by-layer breakdown
Chain risk detection — flags responses that will compound into downstream errors
One-tap corrected prompt — pre-loaded and ready to resubmit when a response falls short
Token accounting — every validation logged with full input and output token counts
Upload any document. Paste the instruction it was built against. Telurai extracts the full content, validates it across 7 layers, detects every failure, and autonomously rewrites what is wrong — returning a corrected document ready to download.
Autonomous correction — not suggestions, actual rewrites applied directly to document content
Chain risk scoring — identifies failures that will compound if the document is used downstream
Token accounting — before and after token counts on every document, with delta and savings reported
Download ready — corrected document returned in the original format, ready to use immediately
Pricing
Straightforward tiers. No lock-in.
Core
$18
per seat / month
Prompt Improver
Response Validator
Live token counter
Token accounting dashboard
Up to 500 employees
Pro
$32
per seat / month
Everything in Core
Document upload and validation
7-layer document scoring
PDF, DOCX, XLSX support
Priority support
Document Intelligence
$48
per seat / month
Everything in Pro
Autonomous correction engine
All 16 document formats
Corrected document download
Full token delta reporting
Enterprise
Custom
contact us
Everything in Document Intelligence
Custom document templates
SSO and access controls
Dedicated onboarding
SLA and compliance reporting
Competitive Position
Nobody does all three. Draw your own conclusion.
Product
Text Validation
Document Validation
Autonomous Correction
Token Accounting
Generic AI checkers
✓
✗
✗
✗
Grammarly Business
Partial
Partial
✗
✗
Native AI governance (MS, Google)
Partial
✗
✗
✗
Telurai
✓
✓
✓
✓
Generic AI checkers
Text Validation✓
Document Validation✗
Autonomous Correction✗
Token Accounting✗
Grammarly Business
Text ValidationPartial
Document ValidationPartial
Autonomous Correction✗
Token Accounting✗
Native AI governance (MS, Google)
Text ValidationPartial
Document Validation✗
Autonomous Correction✗
Token Accounting✗
Telurai
Text Validation✓
Document Validation✓
Autonomous Correction✓
Token Accounting✓
Why Telurai
Built for the way organisations actually work
Works with your existing tools
ChatGPT, Claude, Gemini, or your own internal AI — nothing replaced, nothing disrupted. Telurai installs as a lightweight browser extension in minutes.
Live in 5 days, not 5 months
No IT infrastructure changes. No procurement complexity. Your team is using Telurai within a week of signing — with full onboarding support included.
Your data never trains anyone else
Each organisation's data is logically isolated. No client's prompt patterns ever benefit another. Prompt content is processed ephemerally and never retained without explicit consent.
Token spend — accounted to the dot
Every prompt, every validation, every document correction tracked with exact token counts. Before and after. Input and output. You see your AI spend the way your finance team needs to see it.
Documents corrected, not just flagged
Most tools tell you what is wrong. Telurai fixes it. The Document Intelligence engine rewrites failed sections and returns a corrected file — in the same format it arrived in.
Priced for the mid-market
Designed for 50–500 person organisations. No enterprise complexity, no lock-in for pilots. Core tier from $18/seat/month. One caught document error per week pays for the product.
Start the Pilot
30 days. No commitment. Full results.
Up to 20 users, fully onboarded across all three products
Prompt Library seeded for your top 5 workflows
Document Intelligence live on your real document types
Mid-pilot check-in and formal outcomes report
If it does not deliver measurable value, you owe nothing