● Hardware Confidence Engine™

Know if your hardware will succeed before you build it.

Requirements, validation and product economics in one platform for hardware teams.

product skeleton in an hour
whole team, one price
14-day free trial
6–21× ROI on first defect prevented
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Most hardware startups fail not because of bad ideas — but because of broken processes

Requirements die in Telegram

Specs in chats, decisions in email, versions in Excel. By prototype stage nobody knows what was agreed. One missed requirement = $15–50k rework.

$15,000–$50,000 average rework cost

Finance has no idea what engineering decided

P&L in one Excel. BOM in another. Specs in a wiki. When design changes, nobody updates the model. You make million-dollar decisions blind.

3–5 days to compile an investor report by hand

Critical deviations surface too late

No system watches your parameters. A 5% weight deviation compounds into a certification failure. You find out at the physical prototype — when it is expensive.

40% of hardware startups cite process chaos as failure #1
Who it’s for

One product — four ways to read it

Pick your role and see the win in your own language. One system, no jargon.

Make decisions with your eyes open
  • Live product economics: change a parameter, instantly see the margin impact
  • Know whether the product will survive the market — before the first prototype
  • One source of order instead of specs in chat and decisions in email
The method

The whole chain — from the voice of the market to the actual bolt

Every layer is linked to the one before it, and every deviation is caught automatically. One workspace — from what the market wants down to the physical part. Engineers know this as end-to-end L1–L7 traceability.

L1
Voice of the customer / market
What the market wants — or the OEM requirement (RFQ). And what competitors offer
Auto market scan, weekly
L2
Product definition
Every parameter with a target and a budget — what the economics allow
L3–L4
How the customer will feel it
Product directions, scored against competitors
Criticality traffic-light (Ki)
L5–L7
Objective data
Measurable parameters: performance, system, materials — target vs actual
Auto-alert on a ≥5% deviation
CERT
Certification — separate
Not a level, a separate layer: traced from the objective data and standards (R79, R152…)
Auto certification tag

One connected flow — from market voice to a shipped product

1
Voice of Customer
Capture real customer needs
2
Finance Model
Economics and allowable investment — right after market, linked to parameters live
3
Product Definition
Every parameter with competitive benchmarks
4
Measurable parameters
Physical parameters + auto deviation alerts ≥5%
5
Validation
Test plan auto-generated from requirements
6
Certification
Regulatory requirements tracked from day 1
Hardware Confidence Engine™

Predict your product’s market success before the first prototype

SpecChain connects objective product parameters to customer perception scores, market-share coefficients and profitability impact. Change a spec → see the market-share impact immediately. The result: a Plan vs Fact report — what happens if you ship today.

0%
Market capture if launched today
Objective parameters
Weight: 2.4kg
Customer perception
Satisfaction: 6/10
Market share
Capture: 12%
Profitability impact
Margin: 38%
Plan vs Fact
Today: 72% of target

Example: robotics

A team spots that sensor weight is 15% over target — 3 months before ordering parts, not on the prototype.

Example: EV components

Pricing at $340/unit looks viable in a spreadsheet. The engine shows willingness-to-pay peaks at $280 — the parts list gets adjusted before tooling.

Who it’s for

One process — any kind of hardware

From a first-prototype startup to a team with a dozen products — the same path from idea to revenue.

🚗
Cars & electric vehicles
Electronics, power, interface — tied to the regulations (R79, R152, R10)
🏥
Medical devices
Step-by-step verification, test plans, traceability all the way to the certificate
🌾
AgTech & industrial
Performance and throughput, yield estimates, validation in the field
✈️
Aviation & robotics
Traceability for aviation standards (DO-178/AS9100), supplier reliability, mean-time-between-failures targets
⚙️
Tier-2/3 suppliers
From the customer RFQ to cost-per-part: NVH, brakes, plastics, castings. Materials, testing, cost, certification (IATF, ECE R90). PPAP/SPC on the roadmap.
🧱
Materials & components
From composition and properties to testing and cost: metals, polymers, composites, coatings. Target and actual on every parameter.
👟
Consumer & wearables
Sneakers, gadgets, appliances — from market need to parameters, price and certification. Competitiveness before the first sample.
🛠️
Machinery & equipment
From spec to assembly: brake discs, drives, tooling. Parameters, reliability, standards, cost — linked in one chain.

Full team. One price. No per-seat surprises.

Pay per team, not per seat.

Free · €0 One product, the full loop, no card — forever. Perfect to try it on your own product. Start free →
Launch
€69/mo
For concept validation
Solo founders, teams up to 10
  • The full connected loop: market → financials → requirements → parameters → validation
  • 3 products
  • up to 10 users
  • AI assistant 500 req/mo
  • Auto deviation alerts & reminders
Start Free Trial
Scale
Custom
For Series A+
30+ people, compliance requirements
  • Everything in Build + unlimited products & team
  • SSO/AD
  • EU/US data hosting
  • GDPR
  • criticality KI analytics (K1–K4)
  • priority support
Contact us
One prevented prototype defect ($15k–$50k) pays for 6–21 years of SpecChain Build. Most teams prevent their first defect in month 2.
Vyacheslav Tyurin
Founder

Author of the SpecChain methodology

Vyacheslav Tyurin — 15+ years in global automotive and industrial product development: customer value strategy, mass-market EV programs, engineering services.

SpecChain is built from the inside out — by someone who ran real hardware programs and felt every broken hand-off between market requirements, engineering and finance.

  • Proprietary SpecChain method: voice of customer → requirements → validation
  • Patents in EV/HMI (personal author)
  • Experience across automotive, industrial and deep-tech
  • English C2 · Russian native
LinkedIn profile →
EARLY ACCESS

Be among the first

Up to 20 teams: founder onboarding and individual terms (including Build at Launch pricing).

✓ Onboarding with the founder✓ Roadmap influence✓ Terms fixed in a written offer✓ Priority support
Apply for early access →
No auto-billing — we talk first.

Questions hardware CTOs actually ask

Task trackers are about tasks. SpecChain is about the product itself: requirements, parameters, validation, certification and the financial model, linked into one chain. When weight goes up 5%, the system sees it and shows the margin impact.

Free trial

14-day free trial. No credit card. Full Build access. Onboarding with the founder personally (first 20 teams).

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Building something serious?

Let’s talk — we’ll show the platform on your product.

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SpecChain

The operating system for hardware products.

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