RES_RESEARCH // RRE-Enterprise Quantitative Research & Survey InfrastructureAirLock™ Threat Shield Active

Resvanta Research Engine

Autonomous Consumer & Market Intelligence (AISP + Maestro)

The sovereign enterprise platform that converts unstructured questionnaire documents into live, fraud-proof market studies with autonomous quota routing, Resvanta AirLock™ pre-survey threat gating, and instant multi-format data delivery.

Production-tested enterprise infrastructure. Deployable on sovereign private VPCs or dedicated air-gapped appliances.

80%

Programming Velocity

From 3 days to < 15 mins via AISP

99.4%

AirLock™ Verified Sample

Pre-survey gate blocks bots before Q1

< 0.2%

Over-Quota Discard Waste

Maestro real-time dynamic balancing

1-Click

Production Delivery

Triple-S, SPSS, and Parquet codebooks

Autonomous Compiler

AISP: Unstructured Brief to Compiled Survey Engine

Compare messy Word document questionnaires on the left with the strongly-typed, auto-validated survey component compiled in under 1.5 seconds on the right.

AISP Engine (Autonomous Intelligent Survey Programmer)

Universal Unstructured Brief Ingestion & Compiler

See how raw Word questionnaires and messy PDF briefs are transformed in 45 seconds into execution-ready, mobile-responsive survey code with zero human scripting.

Raw Client Questionnaire (Word / PDF / Raw Text)Input Brief

Section 3: Pricing & Value Perception Q7. At what annual price per seat would you consider our Enterprise AI Security gateway to be: a) Too cheap - so cheap you would question its cryptographic integrity? [Open Numeric, Currency USD] b) A bargain - a great buy for the money? [Open Numeric] c) Getting expensive - but you would still consider purchasing? [Open Numeric] d) Too expensive - so high you would never consider it? [Open Numeric] * PROGRAMMING NOTE: Validate that (a) < (b) < (c) < (d). Terminate if values are non-monotonic. * If (d) > $5,000, trigger follow-up branch Q7_PremiumAllocation.

Semantic AST Parser:100% Fidelity

Programming Overhead:Reduced from 3 days to 45s

AISP Ingestion CompilerAuto-Compiling

Compiled Production Component (Interactive Live Preview)Van Westendorp Price Meter

Q07Validated AST: 4-Point Monotonic Boundary Checked

At what annual price point per enterprise seat would you classify our Enterprise Autonomous Security Platform?

Enter realistic annual contract values ($ USD). All points are dynamically audited by the AISP compiler runtime.

Too Cheap (Integrity Questioned)

A Bargain (High ROI Value)

Getting Expensive (Needs Budget Review)

Too Expensive (Immediate Disqualification)

✓ Invariant Enforced: Too Cheap ($850) < Bargain ($1,450) < Expensive ($2,200) < Too Exp ($3,600)

Dynamic Logic Engine v4.8100% Mobile & Desktop Responsive

Proprietary Pre-Survey Firewall

Resvanta AirLock™ Real-Time Threat Stream Terminal

Inspect live incoming respondent telemetry: hardware biometrics, audio context hashing, and datacenter ASN detection. Neutralizes fraudulent traffic before Question 1 with $0 CPI liability.

Resvanta AirLock™ Threat Gate Telemetry

Real-Time Anti-Fraud Screening & Zero CPI Waste Defense

Passively authenticates device biometrics and ASN network routing in under 300ms. Eliminates click-farms and bot swarms before Question 1 so you never pay for dirty sample.

Screened Sessions

14,890

Passive 300ms verification

Blocked at Threat Gate

1,421

Terminated pre-Q1

AirLock™ Verified Rate

99.4%

Guaranteed Clean Pool

Preserved Sample Budget

$17,052

Zero vendor chargebacks

AIRLOCK™ THREAT GATE // INCOMING RESPONDENT FEED

POLICY: BALANCED

12:05:42.1120xa8f4c219|Canvas + Audio WebGL biometrics verified. Residential ISP ASN.

Score: 8VERIFIED HUMAN

12:05:42.4200x3b19f07e|Datacenter ASN (Cloud Hosting Proxy). Intercepted pre-Q1 ($0 CPI Liability).

Score: 92BLOCKED (0 CPI)

12:05:42.8100x77c2e401|Geo-Locale Inconsistency: IP Dallas US vs Clock Europe/Moscow. Neutralized.

Score: 78BLOCKED (0 CPI)

12:05:43.1040x5d0811aa|Mobile touch velocity genuine. Screen DPI authentic. Proceeded to S01.

Score: 12VERIFIED HUMAN

12:05:43.5180x91ef77c3|Puppeteer / Playwright headless WebGL signature. Pre-survey threat gate closed.

Score: 88BLOCKED (0 CPI)

Non-Invasive Passive Telemetry (Canvas / WebGL / Audio Context / ASN Intelligence)Deterministic AirLock™ Threat Gate Invariant Enforced

Traffic & Pacing Automation

Maestro Dynamic Quota Matrix & Multi-Exchange Dispatch

Live multi-cell demographic balancing ($Age \times Gender \times Region$) auto-throttling overfills and dynamically shifting traffic across integrated sample exchanges and custom panel vendors.

Maestro Fieldwork Director

Interlocking Multidimensional Quotas & Pacing Engine

Autonomous traffic arbiter managing n-dimensional demographic cells (Age $\times$ Gender $\times$ Income $\times$ Region). Prevents over-quota waste while keeping scarce cells open.

Total Study Pacing:92% Complete

N = 2,311 completesTarget: 2,500

Click Cell to Inspect Real-Time Routing & Supplier Waterfall

Female 18–34 // Urban MetroPACING_OPTIMAL

422 / 450 NIR: 44%

Male 18–34 // Tech Decision MakerNEAR_CAP

341 / 350 NIR: 22%

Female 35–54 // Suburban HomeownerOPEN

512 / 600 NIR: 56%

Male 35–54 // C-Suite / ExecutiveNEAR_CAP

248 / 250 NIR: 14%

Adults 55+ // High Net WorthCLOSED

400 / 400 NIR: 31%

National Representative Gen-Z (18–24)OPEN

388 / 450 NIR: 38%

Cell Telemetry & RoutingMaestro Auto-Paced

Selected Quota CellFemale 18–34 // Urban Metro

Current Cell Fill:422 of 450 completes

Cell Fill Percentage:94%

Incidence Rate (IR):44%

Active Sample Dispatch

Primary Tier-1 Exchange (Lowest Marginal CPI)

Maestro dynamically selects lowest marginal CPI vendors first, auto-redirecting traffic to avoid over-quota penalties.

Dynamic Quota Runtime v4.2Zero Over-Quota Invoices Guaranteed

Modular Platform Architecture

Six Unified Sub-Engines. One Sovereign Operating Platform.

Resvanta Research Engine replaces the fragmented patchwork of script writers, panel aggregators, manual fraud checkers, and data cleaners with a single continuous pipeline.

MODULE 01 // AST Synthesis EngineEnterprise Ready

Autonomous Intelligent Survey Programmer (AISP)

Eliminates days of manual script authoring by parsing unstructured Word, PDF, or text research briefs into a strongly-typed Abstract Syntax Tree (AST) with auto-inferred skip patterns, quota triggers, and validation logic.

Core Engineering Invariants

Zero-latency AST compiler transforming raw prose into deterministic schema

32 native enterprise question types (Van Westendorp, MaxDiff, Conjoint CBC, Heatmaps, Hotspots, Cascading Select)

Automated cyclomatic logic verification preventing orphaned loops and dead ends

Natural language skip logic translation ('Ask Q4 only if Q2=Option A and Q3>3')

Benchmark Performance Metrics

Compiler Latency

< 1.4 seconds

Output Schema

JSON-AST / Triple-S XML

Logic Validation

100% DAG Reachability Check

Supported Formats

DOCX, PDF, Google Docs, Markdown

engine_aisp.json

Live Telemetry Node

// AISP Compiled AST Node (Extract)
{
  "node_id": "Q_FIN_04",
  "type": "VAN_WESTENDORP_PRICE_METER",
  "logic_gate": {
    "condition": "ALL",
    "predicates": [
      { "ref": "Q_FIN_01", "op": "CONTAINS", "val": ["WEALTH_TIER_A"] },
      { "ref": "Q_FIN_03", "op": "GTE", "val": 250000 }
    ]
  },
  "randomization": "BALANCED_BLOCK_ROTATION",
  "currency_locale": "USD",
  "telemetry_flags": ["AIRLOCK_MANDATORY", "SPEEDER_THRESHOLD_MS:4200"]
}

Every sub-engine outputs standardized telemetry into our unified data bus, allowing instant downstream transfer to Resvanta Decision Studio for causal econometric simulation.

Financial Impact Model

Enterprise Fieldwork ROI & Margin Calculator

Quantify exact annual budget recovered by eliminating fraudulent completes with Resvanta AirLock™ and reducing agency programming fees with AISP.

Interactive Enterprise ROI Calculator

Quantify Your Fieldwork & Programming Savings

Calculate the bottom-line financial impact of displacing slow agency scripting and eliminating fraudulent sample chargebacks.

Annual Interview Volume (N)20,000 Completes / yr

5,000 (Pilot)25,000 (Mid-Enterprise)100,000+ (Global Brand)

Current Average Cost-Per-Interview (CPI)$12.00 USD / complete

$5 (Gen-Pop)$15 (Verified B2B)$45 (Niche C-Suite / Healthcare)

Baseline Annual Sample Budget: $240,000

Across approximately 17 enterprise studies per year.

Projected Annual Enterprise ValueAirLock™ Protected

Total Net Enterprise Savings

$97,600

Direct capital preserved from eliminating bot chargebacks and agency programming delays.

Fraud Budget Preserved+$43,20018% baseline fraud eliminated

Scripting Fees Saved+$54,400~17 studies automated by AISP

Turnaround Speedup:

21 Days → < 24 Hours

* Note: Projected ROI and savings figures are indicative model estimates only. For bespoke economic modeling and detailed enterprise pricing, contact [email protected].

Competitive Architecture Matrix

How Resvanta Outperforms Legacy & Mid-Market Suites

Detailed architectural comparison across automation velocity, fraud prevention, quota economics, and deployment sovereignty.

Evaluation Dimension	Legacy Enterprise Monoliths	Mid-Market DIY Tools	Resvanta Research Engine
Questionnaire Authoring Workflow Automation	Manual scripting (3–5 days, specialized coders)	Manual drag-and-drop (limited complex logic)	AISP Autonomous AST Compiler (< 15 mins)
Anti-Fraud Threat Prevention Data Integrity	Basic reCAPTCHA & post-fieldwork manual scrubbing	Cookie-only or IP rate limiting (easily spoofed)	Resvanta AirLock™ Device Biometrics & ASN Gate ($0 CPI liability)
Sample Routing & Exchange Fieldwork Logistics	Single-vendor lock-in or expensive managed services	Restricted proprietary panel with high markups	Maestro multi-exchange waterfall & bring-your-own vendors
Quota Balancing & Waste Fieldwork Logistics	Static cell caps with frequent manual over-quota dumps	Simple marginal quotas only (no complex interlocking)	Dynamic auto-balancing PID controller (< 0.2% waste)
Data Quality & Deliverables Delivery & Analysis	Raw unweighted CSVs; manual SPSS scripting required	Basic charts and summary tables; no codebooks	1-Click Triple-S XML, SPSS (.sps), Parquet & DQI scrubbing
Causal Inference Readiness Enterprise Intelligence	None (correlational crosstabs only)	None (descriptive averages only)	Direct pipeline to Resvanta Decision Studio (RAIL engine)
Deployment & Sovereignty Security & Governance	Shared public cloud multi-tenant only	Public cloud only; no private tenant isolation	Private VPC or Sovereign Air-Gapped on-prem appliance

Commercial Licensing & Deployment Tiers

Transparent Enterprise Pricing. No Opaque Markups.

Predictable platform subscriptions paired with wholesale sample clearing at zero broker markup. Save up to 60% compared to legacy managed service agencies.

Tier 1 // In-House

Enterprise Insights

For corporate insights, market intelligence, and product strategy teams.

$36,000/ year

Includes 50,000 completes/yr ($0.72/seat effective)

Unlimited AISP Word/PDF survey AST compiler
Resvanta AirLock™ Standard Anti-Fraud Gate
Visual Studio with real-time mobile QR sandbox
1-Click Triple-S XML & SPSS (.sps) codebook delivery
Single-vendor sample routing

Most Deployed by Agencies

Tier 2 // Scale

Global Agency & Exchange

For research agencies, consultancies, and high-volume sample buyers.

$72,000/ year

Includes 250,000 completes/yr + wholesale sample clearing

Everything in Enterprise Insights, plus:
Maestro Multi-Vendor Waterfall Dispatch & Quota PID
Resvanta AirLock™ Hardware Biometrics & ASN Threat Gate
Silent ERP & Accounting Auto-Billing Reconciliation
Research Brain Vault (Historical corpus vector memory)
Custom agency white-label portals & domain routing

Tier 3 // Air-Gapped

Sovereign Private Appliance

For financial institutions, defense, healthcare, and sovereign entities.

Customfrom $150k/yr

Unlimited completes & zero external cloud dependencies

Dedicated on-prem or isolated customer VPC deployment
Zero data retention guarantee on external servers
Self-hosted LLM inference for AISP and Brain Vault
Cryptographic audit logging & SOC2 Type II escrow
Custom Enterprise SLA (99.9%) & 24/7 dedicated engineering pod

* Note: Initial costs and tier figures shown are indicative estimates only. For custom volume discounts and detailed enterprise pricing, contact [email protected].

Resvanta Group Unified Ecosystem Loop

Step 1: Clean Empirical Grounding for Causal Inference

Resvanta Research Engine captures high-fidelity market data through AISP and AirLock™ verification, outputting standardized microdata directly into Resvanta Decision Studio (Product 2). There, the RAIL engine executes 108 causal econometric proofs for pricing and simulation without manual data reshaping.

Explore Resvanta Decision Studio

Enterprise Technical Specifications & Deployment Invariants

Core Engine Architecture

Autonomous AST Compiler · Triple-S XML Schema Generator · Pre-Survey Hardware Biometrics · PID Quota Balancing Controller · Vector Memory Corpus

Compliance & Security Standards

SOC2 Type II EscrowISO 27001 Aligned ControlsGDPR / CCPA CompliantHIPAA Sovereign CloudWCAG 2.1 AA Accessible

Infrastructure & Integrations

Sample Exchanges IntegrationNetSuite ERPQuickBooks OnlineSPSS Syntax (.sps)Apache ParquetPrivate Cloud VPC

Available as a managed sovereign cloud tenant or deployed inside customer-controlled AWS / Azure / GCP VPCs.