Universal AI Configurator

Stop the pre-sales ping-pong

Turn ambiguous requirements into validated, audit-ready quotes
in 15 minutes - across any complex portfolio

ServersIndustrial AutomationModular InteriorsEnergy SystemsMedical Devices+ Any Complex Portfolio
~500×
Faster Qualification
100%
Technical Accuracy
0%
Hallucinations
12-18%
Conversion Rate

See it in action

40 seconds that show how we turn chaos into clarity

Do you sell something
more complex than sneakers?

Then you know the pain: Excel sheets, engineer ping-pong, clients screaming "I need an answer today!"

And 98% of your visitors leave before the first contact.

1000VISITORS PER MONTH
//
100FILL THE FORM
900 ABANDONED (90%)
40WAIT
60 GAVE UP (60%)
20LEADS
980 LOST BEFORE FIRST CONTACT

NOT ALL-IN-ONE, MODULAR SOLUTION

Not one confused AI — two experts working in perfect sync

AGENT_01

The Interviewer

Conducts professional scoping workshops through dynamic cards. Adapts terminology, regulations, urgency, and budget language to your vertical.

  • Contextual onboarding per industry
  • Dynamic requirement gathering
  • Certainty scoring & gap analysis
  • Natural conversation flow
  • Zero technical jargon
AGENT_02

The Engineer

Pure logic machine. Runs multi function-calling iterations, querying PostgreSQL through secure MCP bridge for 100% accurate data.

  • Component compatibility validation
  • BOM alignment checks
  • Regulatory boundary enforcement
  • Service bundle orchestration
  • Zero hallucinations
Input
USER
WEBSITE(CHAT)
AI Configurator
Agent 1
Requirements
Agent 2
Config
DB
Order Draft
SALES TEAM

Validation, not hallucination

Why we're fundamentally different from RAG systems

APPROACH_01

RAG Systems

Guess based on similarity matching. "Looks like this component might work." No guarantees. Hallucinations. Incompatible builds.

APPROACH_02

Co-Seller.AI

100% accurate data directly from your PostgreSQL catalog. Every component validated. Every constraint checked. Mathematical precision.

FeatureRAG SystemsCo-Seller.AI
Data AccuracySimilarity-based guessing[+]100% from database
HallucinationsCommon occurrence[+]0%
Compatibility ValidationPost-hoc manual review[+]Real-time constraint checks
Audit TrailBlack box[+]Every decision logged

At the moment, we implement custom product databases and agent logic for each of our clients to achieve 100% accuracy, and this takes up most of the integration time of our solution.

THE TRANSFORMATION IN NUMBERS

// Conversion (Site → Lead)
2-5%
12-18%
4× Improvement
// Qualification Time
3-7 days
15 min
~500× Faster
// Waiting Losses
60%
8%
52% Reduction

Real metrics from pilot implementations

The same chaos. Different catalogs.

System Integration

Server & Infrastructure

Client needs a quote by EOD. Your engineer is in 3 back-to-back meetings. Product compatibility data is scattered across multiple Excel files.

AI configurator interviews client and generates validated quote with BOM in minutes, not days. No engineering bottleneck.
Industrial Automation

Robotics & Production Lines

Customer wants throughput specs, payload capacities, and PLC integration details. Your sales team needs engineering expertise to answer basic questions.

Configurator speaks customer's language, asks right questions, and builds technical proposal automatically. Sales never blocks on engineering.
Energy Systems

Solar, Battery & HVAC

Prospect wants ROI projections, regulatory compliance proof, and installation timelines. Data scattered across vendor tools and spreadsheets.

Single conversation extracts requirements and delivers complete proposal with compliance docs. One source of truth, zero juggling.
Medical Devices

Healthcare & Lab Equipment

Hospital needs equipment that matches sterilization requirements, patient volume, and regulatory standards. Manual selection risks choosing incompatible or non-compliant components.

Configurator interviews facility staff and ensures regulatory compliance automatically. Zero compliance risk, instant validation.
Design & Construction

Modular Interiors

Client wants modular kitchen in 3 finish options, delivery in 6 weeks, specific dimensions. Manual configuration takes hours and errors are costly.

AI configurator asks about space, preferences, and budget, then assembles configs instantly. Quote-ready in minutes, zero errors.
Managed Services

MSP & Support Bundles

Prospect wants hardware + software + 5-year support with SLAs. Three different teams need to price components. Takes a week minimum.

Configurator interviews prospect and generates unified quote with SLAs instantly. No handoffs between teams, no delays.

What makes us different

Four architectural advantages you won't find elsewhere

00

Any Industry, Any Complexity

If we can digitize your selection rules — no matter how complex — and structure your products or services, then we can deploy. Same platform adapts to your catalog and business logic.

01

Context-Aware Dynamic Interview

We don't ask users rigid questionnaire forms. AI configurator understands the context of their task and dynamically generates relevant questions and answer options — adapting conversation flow to each specific situation in real time.

02

Modular Two-Agent Architecture

Not one confused AI — two specialized agents working in sync. Interviewer handles customer conversations and extracts requirements. Engineer validates against your database and builds configurations. Each agent does what it does best, zero confusion.

03

No Black Box

Every decision is visible. Sales teams see why each component was chosen. Compliance teams get full audit trails. Customers understand the reasoning behind their quote. Complete transparency — no hidden logic, no unexplained choices.

Investment models

Choose the path that fits your organization

PRICE

Standard Deployment

€10,000+

Agile implementation + Cloud scale. Most common path for rapid market entry.

Phase 1: Implementation
  • Direct website integration (Chat or API)
  • Business logic customization
  • System calibration
  • Database construction & population services
Then: Monthly Infrastructure
€1,500+/month
  • Managed cloud hosting
  • Updates & maintenance included
  • Scales with request volume

Enterprise On-Premise

One-time license

€40,000+

For strict data sovereignty requirements. Full control, deployed on your infrastructure.

  • Deployed on your infrastructure
  • Full data control
  • Docker / Kubernetes ready
  • Implementation fee based on complexity
  • White-label options available

FAQ

Assessment & Applicability

Our rule is simple: Everything more complex than sneakers.

If your product involves compatibility checks, technical constraints, or requires an Excel sheet to determine if "Component A fits with Component B," you need our Co-Seller Configurator.

If you do sell sneakers (or simple retail items where any size fits any color), the Configurator is overkill. However, for those cases, we can deploy a specialized AI Search Engine instead. This tool focuses on semantic search and visual discovery ("Show me red running shoes for rainy weather") rather than technical validation logic.

No. Complexity is not about the number of SKUs, but the logic connecting them. You might have only 5 base products (e.g., industrial pumps), but if they have thousands of possible configuration permutations, dependencies, and constraints, our system is highly effective.

It is agnostic. The core engine remains the same, but the "Interviewer Agent" adapts its persona:

For B2B: It focuses on technical specs, compliance, speed, and producing detailed audit-ready documentation.

For B2C: It acts as a guide, educating the customer and translating complex jargon into simple benefits (e.g., helping a homeowner choose a heat pump).

It works for both, and even combinations of the two. We treat service parameters (SLAs, maintenance contracts, installation hours, licensing tiers) just like physical components.

The system is particularly powerful for "Hybrid" sales - for example, configuring a piece of hardware and the correct support bundle to go with it in a single quote.

Ready to Stop the Pre-Sales Ping-Pong?

Let's discuss how Universal AI Configurator can transform your complex sales process. We'll show you exactly how it works with your catalog and answer any questions.

What happens on the call:
→ We understand your product complexity and catalog structure
→ We show you the configurator with examples relevant to your industry
→ We walk through how the dual-agent architecture works
→ We discuss integration options (chat widget, API, or embedded)
→ We answer questions about accuracy, customization, and deployment
→ We give honest assessment if it's a good fit for your use case

What you won't get: Generic demos, one-size-fits-all promises, technical jargon without explanation.
If it's not right for your catalog complexity, we'll tell you. If it is, we'll map out exactly how implementation would work.

Prefer email first? Send us details about your catalog: hi@r-sun.ai