RegTech for vehicle homologation

One expert report in.
One auditable verdict out.

Autocomply checks expert reports for modified vehicles against all four levels of regulation: the law, the technical rule sheets, lived inspection practice and the consensus of the inspection bodies. Every finding cites its source. A rules engine makes the call, not a language model.

L1 · LAW L2 · RULE SHEETS L3 · PRACTICE L4 · CONSENSUS EXPERT REPORT 8.5J × 19 · ET 35
49M
passenger cars on German roadsKBA, 2026
30M
periodic inspections per yearTÜV Report 2026
14
individual tests for one wheel and tyre modificationVdTÜV Merkblatt 751, Annex I
4
levels of regulation Autocomply is the first software to reason acrossLaw · Rule sheets · Practice · Consensus

Our conviction

Regulatory truth is not the legal text. It is the interpretation accepted in practice.

Every regulated industry has a formal rulebook. Whether something passes or fails is decided by the person who interprets it: the inspector, the auditor, the certifying body. Between the written rule and the lived interpretation lies a gap. It is wide and expensive. Autocomply closes it.

The problem

Factory-fresh, type approval applies. After a modification, it no longer does.

Factory-fresh

Type approval

The manufacturer certifies an entire model. Every unit that comes off the line afterwards is automatically road-legal. The rulebook describes exactly this vehicle.

After the modification

Individual approval

Wheels, suspension, exhaust, body panels: change enough that the type approval no longer fits, and the vehicle is technically illegal until a certified inspector has examined that one car. Germans call it Einzelabnahme.

A flawed expert report doesn't just sit in a filing cabinet. German police may stop modified vehicles, check the modifications against the expert report and immobilise the car on the spot. In the worst case the evening ends on a flatbed truck.

Close-up of a drilled brake disc and caliper on a raised vehicle
At the wheelClearance, brakes, wheel strength: what the rule sheet demands is measured on the vehicle.
Underbody of a vehicle with its drivetrain, seen from below on a lift
On the liftSuspension and drivetrain from below. This is where a modification holds up or doesn't.

How an approval works today

  1. 1

    Present

    The tuner brings the vehicle to an inspection station. The inspection typically costs €100 to €300.

  2. 2

    Inspect

    A certified inspector examines the vehicle against the applicable regulations.

  3. 3

    Compare

    The modifications are held against a hierarchy of rules: law, rule sheets, practice, consensus.

  4. 4

    Report

    If the vehicle passes, the result is a multi-page expert report of tables and free-text reasoning.

  5. 5

    Document

    The basis for the decision goes into internal notes for the inspection body's quality assurance.

This is where errors arise: step 3 depends on knowledge that no single document contains, and step 5 is only spot-checked.

Four levels of regulation

Vehicle regulation is not one rulebook. It is a layered system.

Level 1 · What is permissible

Formal regulation

Versioned, citable law: EU directives, the German vehicle code (StVZO), ECE regulations. The bedrock, but abstract and written in legalese.

BMW 320i E90 · 8.5J × 19, ET 35, 12 mm wheel spacer

The legal basis is § 19 Abs. 3 Nr. 4 StVZO: modifications can be approved via a part-specific expert report. Behind it sit ECE R30 for passenger car tyres and R13 and R79 for braking and steering. The law says nothing about this BMW with this spacer.

Level 2 · What to measure

Operationalised rules

Technical rules and Merkblätter, the inspection bodies' information sheets, translate the law into criteria an inspector can actually measure.

VdTÜV Merkblatt 751 · Annex I

14 individual tests from I.5.1.1 to I.5.1.14 for a wheel and tyre modification: wheel strength, mounting geometry, clearance (at least 4 mm to suspension parts, 6 mm to other components), speedometer tolerance, brake thermal load, ESP function.

Level 3 · When it becomes relevant

Lived inspection practice

How inspectors actually decide. Thresholds and precedents built over years of experience, written down in internal notes at best.

VW Golf VII · Coilover suspension

Merkblatt 751 (I.5.1.11) requires that stability control remains functional. It does not say at which ride-height drop to test it actively. Practice has settled at roughly 40 mm.

Level 4 · What everyone accepts

Institutionalised truth

TÜV, DEKRA, GTÜ and KÜS compete for the same customers and share the same legal authority. Where they agree, a de facto standard emerges that no statute spells out.

Tesla Model 3 · Lowering springs

ECE R10 (electromagnetic compatibility) and R100 (electric powertrain safety) apply to every EV. The inspection bodies have collectively classified both as out of scope for a tuning expert report: they are covered by the manufacturer's type approval.

Other software stops at level two.

An expert report that satisfies Level 1 but contradicts Level 3 fails the internal audit.

An expert report that follows Level 3 but ignores Level 1 is legally void.

You need all four. Autocomply reasons across all four and shows every step.

The engine

From expert report to test plan to verdict. Traceable step by step.

Pick a reference case. The engine reads the structured expert report, derives the test plan from the vehicle, the modification and the date of first registration, and checks one against the other.

  1. Read
  2. Test plan
  3. Check
  4. Verdict

    Sample cases for demonstration. No real customer data, measurements are examples.

    The language model helps understand the document.
    The rules engine makes the call.

    Zero generative inference in the decision

    What the software does

    Five capabilities, one standard: every statement has to survive an audit.

    Reads the expert report

    Vehicle data, measurements, tested components and the inspector's free-text reasoning are captured as one structured case.

    Generates the test plan

    Deterministically: which rules from Levels 1 to 4 should have applied to this vehicle with this date of first registration?

    Checks one against the other

    Rules that were missed, misapplied or ignored are flagged before the expert report leaves the building.

    Shows its work

    Every finding cites the regulation, technical rule or information sheet behind it. There are no black-box answers without a source. The test report exports as a PDF.

    Learns with every expert report

    With every case and every internal reasoning note, a rule memory grows: which rule applies to which vehicle, which date of first registration and which modification. Practical knowledge that would otherwise retire with an inspector stays in the organisation.

    We don't replace the inspector. We move them off search and back onto judgment.

    The engine takes over document search and gap-flagging. The assessment and the signature stay with a person. That is not a compromise, it is the design principle: sovereign inspection decisions require an accountable human, and Autocomply is built exactly that way.

    Who it's for

    Four roles in the approval process. The same question: will the expert report hold?

    Quality assurance that backs every decision.

    Today

    Internal audits check samples by hand. Thresholds and precedents live in the heads of experienced colleagues and in scattered notes.

    With Autocomply

    • Every expert report is mirrored against its test plan before release
    • Deviations with a citation instead of a gut feeling
    • In-house practice becomes a maintained body of knowledge
    • One consistent line across all locations

    Know what the inspector wants to see before the appointment.

    Today

    The approval fails over a missing document or a measurement nobody expected. A second appointment, and the customer's car blocks the lift.

    With Autocomply

    • A test plan for exactly this vehicle and parts combination
    • Complete paperwork at the first appointment
    • Conditions and notes known in advance
    • Documented diligence towards the customer

    Be sure before anyone asks.

    Today

    Anyone driving or buying a modified vehicle can hardly judge whether the expert report covers every change. The answer arrives at the roadside check.

    With Autocomply

    • A readable report on your own expert report
    • Clarity before a purchase, a modification or an inspection
    • Every statement with a source to look up

    Homologation as a process, not a gamble.

    Today

    Small-series manufacturers and importers work out for every vehicle which regulations apply in which version. It ties up engineering time, week after week.

    With Autocomply

    • The rule set matching vehicle class and first registration
    • Evidence in structured form instead of binders
    • Born from the practice of a KBA-accredited manufacturer for vehicle classes M, L and O

    Coverage

    1. Wheels and tyresThe most common modification, covered in full under Merkblatt 751
    2. Suspension, exhaust, bodyThe full modification scope under § 19 and § 21 StVZO
    3. Germany, Austria, SwitzerlandA dedicated rule pack for each country

    The platform

    One engine. Every further industry is a context pack.

    The core is the engine that reasons across four levels. It is built vertical-agnostic and loosely coupled. A new market brings a new rule library and a new corpus, not a new system.

    Vertical 1 · live

    Vehicle homologation

    StVZO § 19 / § 21 · VdTÜV Merkblätter · inspector notes

    The engine

    Four-level reasoning, cited and auditable

    Vertical 2 · live

    Medical devices

    EU MDR / IVDR · harmonised standards · reviewer corpus

    Extensible

    Pharma, food, aerospace

    New rule library, new corpus, same engine

    Everyone manages the paperwork. No one adjudicates the interpretation.

    Every regulated industry shows the same picture: there is software for Levels 1 and 2 that stores and routes documents. And there are people for Levels 3 and 4 who bill by the hour. Nobody else offers interpretation as cited, auditable software.

    Autocomply fills that quadrant.

    The same engine for medical devices

    Medical devices share the structure of vehicle approval: competing certification bodies with the same authority, among them the same houses as in the vehicle world. The trigger is the same. The gap opens as soon as the standard rulebook stops applying: with a novel device, and with entry into a new market. Autocomply shows before submission what a Notified Body will require, with the rules cited.

    Engineer in a lab coat working at a test setup with a laptop
    Vertical 2New device, new market: here, too, interpretation decides.
    €170B
    MedTech market in Europe, 38,000 companies, 90% of them SMEsMedTech Europe, 2025
    13–18 mo
    review time across 51 Notified Bodies, around 15,600 files in the backlogEU Commission, NB survey March 2026
    €200–600K
    to certify a single higher-risk deviceSNITEM; MedEnvoy 2026
    “It is highly dependent on the reviewer. Half a year later almost the same dossier, same Notified Body, gets a completely different result.”
    Clinical director, eleven years as a reviewer at a Notified Body
    “Two auditors, same ISO 13485 rule: one says this is the way; years later another says the opposite.”
    Head of operations, medical device manufacturer
    “Different consultants read the same regulations differently.”
    Founding CEO of a MedTech group

    Quotes from practitioner calls on three continents, June 2026.

    The founder

    Wolfgang Bern

    Founder, Autocomply GmbH · Hamburg

    “The gap between the rules and how things actually get built is where the most valuable software in the world gets created.”

    Electrical engineering at RWTH Aachen, plus business administration. 25 years of building hardware companies on three continents. Commercial helicopter pilot. For him homologation is not a market segment, it is weekly business.

    1. Hanseatische Fahrzeug Manufaktur

      Founded near Hamburg. Built German motorcycle production from the ground up, plus the autonomous shuttle Busbee.

    2. Local Motors Berlin

      Managing Director. European launch of Olli, the 3D-printed autonomous minibus.

    3. Quickfoot GmbH

      KBA-accredited, ISO 9001 certified vehicle manufacturer for classes M, L and O.

    4. Autocomply GmbH

      The RegTech platform for vehicle homologation.

    Frequent questions

    What inspectors, tuners and partners ask first

    Does an AI decide on my expert report?

    No. A language model helps understand the document, for instance the inspector's free-text reasoning. Whether a rule applies and is met is decided by a deterministic rules engine. Same case, same result, with a traceable derivation.

    Does the software replace the inspector?

    No. It takes search and cross-checking off their desk and shows where an expert report deviates from rule or practice. The assessment and the signature stay with the accountable person.

    What is the TÜV, for readers outside Germany?

    State-accredited private inspection organisations. The major players are TÜV, DEKRA, GTÜ and KÜS, together known as technical services. They compete for the same customers but share the same legal authority, which is why consensus among them carries so much weight.

    Where does the knowledge for Levels 3 and 4 come from?

    From the reports of many inspectors and from their anonymised internal reasoning notes. Where the houses decide alike, the consensus is kept as its own labelled level and never mixed with legal text.

    Which modifications are covered?

    Wheel and tyre modifications, suspension, exhaust and body: the full modification scope under § 19 and § 21 StVZO, for Germany, Austria and Switzerland.

    Why does the date of first registration matter?

    Regulations apply in versions. Which rule applies to a vehicle depends on when it was first registered. The test plan is therefore always generated for the specific vehicle with its date.

    How do I get started?

    With a demo on your own cases. Inspection bodies and workshops work with per-seat licences, vehicle owners check single expert reports without a subscription.

    Book a demo

    Bring your hardest cases. We bring the domain knowledge across all four levels.

    In 30 minutes we show you Autocomply on your own expert reports: test plan, check and verdict, every step with its source.

    Request a demo