EU AI Act enforcement:August 2026·Penalties up to€35M / 7% of global turnover

The privacy firewall between
your sensitive data and any AI.

Questa Blackbox anonymizes sensitive data and software codes before they reach any LLM - so regulated industries can adopt AI without breaching GDPR, AI Act, HIPAA, NIS-2 and other National Data Privacy Laws. Questa also provides agentic workflows for Safe AI led growth in these industries.

See the two products →How the Blackbox works

Two products. One privacy foundation.

Built for two very different buyers — same Blackbox underneath.

Compliance teams at hospitals and law firms don't buy the same way solo accountants do. So we built two products that share the same privacy engine but ship as fundamentally different things.

On-premise enterprise

Questa Blackbox Enterprise

A self-hosted privacy firewall and AI governance dashboard for hospitals, legal teams, financial institutions, BPOs and regulated enterprises where sensitive data cannot leave the perimeter.

✓On-prem deployment
—runs on your servers; nothing leaves the firewall
✓Multi-jurisdictional compliance
—GDPR, EU AI Act, HIPAA, NIS-2, UK DPA, SOC 2
✓AI Privacy & Governance Dashboard
—files redacted, entities masked, model-leakage risk by vendor
✓Custom anonymization rules
—per vertical and per regulator
✓SSO, custom domain, role-based access
—audit trails
✓Dedicated AI Native Services modules
—workflows, integrations, contract automation

Start enterprise trial

Best for: Compliance · Legal · Healthcare · BPO > 50 staff · Financial services

SaaS for solo and teams

Questa Cloud

Privacy-protected AI for professionals and smaller teams. Upload documents, anonymize them before any LLM sees them, then query, summarize and generate reports safely.

✓Free tier forever
—5 reports, 100 chat messages, 100MB storage
✓Bring your own LLM
—Mistral, GPT, Claude, Llama through anonymized text
✓File support
—PDF, DOCX, Excel, CSV with placeholder-preserving redaction
✓Round-trip de-anonymization
—answers come back with real names, never sent to the LLM
✓Team sharing
—admin permissions and role-based reports
✓No training on your data
—ever

Start free

Best for: Solo lawyers · Accountants · Consultants · Small clinics · Small ops teams

Trusted by regulated teams

Customers using Questa for blackbox anonymization and safe agentic workflows.

Questa works with customers managing sensitive business, customer and patient data across healthcare, customer care, operations and professional services.

The Shadow AI Problem

You can't out-policy a copy-paste.

Every major AI provider trains on user input by default. Every employee with a deadline copies sensitive data into a chatbot. And every regulator now has the teeth to fine you for it.

$500B

Already leaked to LLMs

Estimated value of accidentally-shared corporate data passed to public AI tools in 2024 alone.

Source: Harmonic Security, Q1 2025

28/28

Providers train on you by default

Stanford analysed policies of OpenAI, Google, Meta, Anthropic, Microsoft and Amazon. All 28 train on user input unless explicitly opted out.

Source: Stanford HAI policy analysis

€35M

EU AI Act maximum penalty

Or 7% of global turnover - whichever is higher. Applies to any company operating in the EU market, regardless of HQ.

Source: Regulation (EU) 2024/1689, Article 99

Aug 2026

Enforcement deadline

Major obligations apply from August 2026. Vercel and Samsung have already lost critical data via shadow AI.

EU AI Act - public incident reports

The Science

Anonymize before. Analyze safely. Govern continuously.

This section adapts the client's science/platform story into the current product language and keeps the existing four-step visual flow.

Upload

Documents, emails, voice transcripts, payment files, software code and license keys enter the local workflow.

Anonymize

Questa Blackbox detects and masks personal, financial, health and cyber-sensitive entities before LLM processing.

Comply

The governance dashboard tracks redaction activity, protected entities, audit trails and jurisdiction-level obligations.

Analyze

Safe Reports, Safe Chat Query and custom workflows operate on anonymized data with the LLM of choice.

Platform

Privacy is the foundation, not a checkbox.

The mockup positions Questa as a privacy layer that supports every higher product capability. We should show the architecture as a stack, with Blackbox as the base and workflows, dashboard and safe AI services above it.

Long-term positioning: turn Questa anonymization into a reusable protocol for regulated industries, similar to how encrypted web traffic became a default expectation.

Layer 5Value Outcomes

Layer 4Safe AI Assistants & Contracts

Layer 3Privacy & Governance Dashboard

Layer 2Agentic Workflows

Layer 1Data Anonymization Blackbox (foundation)

Solution

Pre-configured for regulated industries.

The client mockup wants a broader solution story than the current homepage. These cards can link to existing solution pages later without changing navigation.

Healthcare

Hospitals, health-tech, patient data, clinical notes, claims and transcripts.

HIPAAMedical GDPRPatient data

View healthcare solution →

Legal and M&A

Contracts, case files, due-diligence packs and confidential client documents.

Client privilegeContractsDeal data

View solution overview →

Financial Services

KYC, AML, claims, audit files, investment notes and financial reports.

KYC/AMLAudit trailRisk teams

View finance solution →

BPO and Contact Centres

Call transcripts, customer PII, agent quality workflows and multilingual analytics.

PIITranscriptsCX teams

View BPO solution →

Cyber and Critical Data

API keys, code, logs, tokens, license keys and sensitive technical files.

NIS-2SecretsSecOps

View solution overview →

Operations and HR

Vendor contracts, CVs, reviews, employee data and internal process documents.

HR dataVendorsOperations

View operations solution →

Why Questa

The only platform that does all four — in one tool.

Most competitors do one slice well: redaction, or extraction, or analytics, or compliance. We do all of them on the same data, with the same audit trail, on your infrastructure.

Capability	Questa	Redactable	ClearDox	Blur AI	Limina
On-premise deployment	✓	○	○	○	○
Permanent PII / PHI redaction	✓	✓	○	✓	○
Document intelligence & extraction	✓	○	✓	○	✓
Cross-doc analysis & NL querying	✓	○	○	○	✓
EU AI Act / GDPR compliance dashboard	✓	~	○	○	○
Bring-your-own LLM (no lock-in)	✓	○	○	~	○
Vertical-specific compliance templates	✓	~	~	○	~

✓Full

~Partial

○Not available

Based on Questa internal competitive analysis, April 2026.

Pricing

Start free. Scale with your risk surface.

Pricing is intentionally separated from the product split, matching the client note to take pricing out of the two-product section.

Questa Cloud

Free

5 reports and 100 chat messages

Unlimited projects
100 MB redacted storage
2 files per report
80,000 character file limit

Start free

Popular

Questa Cloud

Solo

$49 / month

For solo professionals

Everything in Free
50 reports per month
250 chat messages per month
5 GB redacted storage

Start trial

Questa Cloud

Team

$499 / seat / year

For small teams

Everything in Solo
100 reports per seat
Sharing across team
Admin permissions

Start team trial

Blackbox Enterprise

Enterprise

Custom

On-premise and AI Native Services

On-premise deployment
SSO and custom domain
Custom rules and audit trails
Dedicated support and services

Start enterprise trial

EU AI Act readiness

Stop hoping sensitive data is not being pasted into public AI.

Whether the buyer is a solo professional or a regulated enterprise, Questa should make privacy the default step before AI usage.

Start enterprise trial Try Questa Cloud

Talk to Questa AI

Contact

Contact Us

Have questions or ready to explore how Questa AI can transform your business?

The privacy firewall between your sensitive data and any AI.

Built for two very different buyers — same Blackbox underneath.

Questa Blackbox Enterprise

Questa Cloud

Customers using Questa for blackbox anonymization and safe agentic workflows.

You can't out-policy a copy-paste.

Already leaked to LLMs

Providers train on you by default

EU AI Act maximum penalty

Enforcement deadline

Anonymize before. Analyze safely. Govern continuously.

Upload

Anonymize

Comply

Analyze

Privacy is the foundation, not a checkbox.

Pre-configured for regulated industries.

Healthcare

Legal and M&A

Financial Services

BPO and Contact Centres

Cyber and Critical Data

Operations and HR

The only platform that does all four — in one tool.

Start free. Scale with your risk surface.

Free

Solo

Team

Enterprise

Stop hoping sensitive data is not being pasted into public AI.

Contact Us

The privacy firewall between
your sensitive data and any AI.