Technical documentation, automated

Any standard.
Any documentation.
In hours, not weeks.

AI platform that auto-generates regulated technical documentation from your codebase and design artifacts. ISO/IEC, IEEE, GOST out of the box — plus your corporate templates and custom document types adapted on demand.

ISO/IEC 12207 IEEE 829 DO-178C GOST 19 / 34 FDA 21 CFR + your standard
SOFTWARE REQUIREMENTS · IEEE 830
SOFTWARE TEST PLAN · IEEE 829
CUSTOM TEMPLATE · YOUR SPEC
DONE · 4 MIN
10×
Faster than
manual drafting
~80%
Engineer time
spent on docs
Custom templates
per client
100%
Compliant with
your chosen standard
The problem

Regulated documentation is a hidden tax on engineering

Whether it's ISO/IEC for enterprise procurement, DO-178C for avionics, FDA for medical devices, or a customer-specific corporate standard — manual documentation drains weeks and routinely slips delivery dates.

01 · COST

Slow and expensive

A full compliance package runs 15–20 documents and 2–4 weeks of a senior technical writer's time. Specialists who know specific regulatory standards command premium rates and are scarce.

02 · QUALITY

Failed audits and rework

Structural deviations, mismatched cross-references, inconsistencies between documents in the same package — the typical reasons for failed certification audits and customer rejections.

03 · FRAGMENTATION

Every project from scratch

One customer needs ISO/IEC 12207, another needs an internal corporate standard, a third needs GOST for the Russian market. No universal tool exists — everything is written by hand.

The solution

One engine —
any template, any standard

Lite Standard separates project understanding from document formatting. The semantic layer is built once — then any compliant document package is assembled from it on demand.

i

Ingest artifacts

Connect your repository, upload requirements, design diagrams, and source files. The platform extracts project structure.

ii

Build semantic model

AI constructs an ontology of your project: modules, interfaces, requirements, data flows. This layer is standard-agnostic.

iii

Apply templates

Choose your output: ISO/IEC, IEEE, DO-178C, GOST, your corporate template, or any custom document type.

iv

Export and validate

Output ready DOCX or PDF with auto-generated tables of contents, cross-references, and compliance validation.

Built to adapt

Not boxed in.
Tailored to your project.

The platform's architecture is intentionally designed so adding a new standard or document type is a matter of days, not months. That's not marketing — it's a direct consequence of separating semantics from templates.

Custom document types

Need a document type that's not in any standard package? Operations manual, internal test protocol, a specific report format requested by your customer — we add it as a new template with your formatting rules and structure.

International standards on demand

ISO/IEC 12207 and 15288 for software/system lifecycle, IEEE 829 and 1016 for test and design documentation, DO-178C for avionics, FDA 21 CFR Part 11 for medical devices, GOST for the Russian market — connected per project.

Corporate standards

Large enterprise customers run their own documentation regulations on top of ISO or industry standards. Upload your templates and rule descriptions — the platform learns to generate documents that match your internal standard exactly.

Multilingual output

Parallel versions in English, Russian, German, Spanish or other languages with terminology consistency preserved across the document set. Critical for export-oriented projects and cross-jurisdictional certification.

Input
Source code
Requirements
Architecture
Test data
Output
ISO/IEC
IEEE
DO-178C
GOST
Custom
SEMANTIC ENGINE · single project model
independent of output format
Supported standards

Available now, on the roadmap, or built for you

The list is open-ended. If your standard isn't here yet, that's not "we can't" — it's "we haven't built it yet, but we will." Describe your need and we'll scope timeline and cost for integration.

Industry-specific
ROADMAP / ON DEMAND

Connected per project. Integration timeline ranges from 2 to 6 weeks depending on standard scope.

  • DO-178C — Avionics software
  • DO-254 — Avionics hardware
  • ISO 26262 — Automotive functional safety
  • IEC 62304 — Medical device software
  • FDA 21 CFR Part 11 — Medical / pharma
  • GOST 19 / 34 — Russian market
  • GB/T standards — China market
Your standard
CUSTOM

Corporate regulations, industry-specific standards, customer-defined templates — added as custom templates.

  • Internal corporate standards
  • Industry consortium specs
  • Customer-specific templates
  • Government procurement formats
  • Regional certification requirements
  • Custom test protocol formats
  • Multilingual variants (EN/RU/DE/ES)
  • Any combination of the above
Who it's for

Different standards — one platform

The same engine serves companies operating under very different regulatory frameworks. That's the advantage of a universal architecture.

→ ENTERPRISE SOFTWARE

SaaS company with regulated customers

ISO/IEC certification, audit-ready documentation, vendor risk assessments. One source of truth — multiple compliant outputs for different procurement processes.

Stack: ISO/IEC 12207, IEEE 829, ISO 27001, cloud
→ SAFETY-CRITICAL SYSTEMS

Avionics, automotive, medical

Documentation packages for DO-178C, ISO 26262, IEC 62304 certification. Traceability between requirements, design, and tests — automated and validated against standard structure.

Stack: DO-178C, ISO 26262, IEC 62304, on-premise
→ EMBEDDED & INDUSTRIAL

Hardware/firmware vendors

Documentation for embedded firmware, drivers, industrial bus controllers. Combination of international standards with customer-specific corporate requirements.

Stack: IEEE, industry specs, custom test protocols
→ SYSTEM INTEGRATORS

Multi-customer delivery teams

Different customers come with different regulatory and corporate requirements. Each major client has their own playbook — the platform adapts to each.

Stack: Mixed standards, corporate templates, on-premise
Team and expertise

We've written these documents
for years. That's why we know how to automate them.

You can't automate regulated documentation without years of real certifications, failed audits, and dozens of delivered packages behind you. We've done it across industrial automation, embedded systems, and networking equipment — and we know where each standard's traps are buried.

EMBEDDED & INDUSTRIAL SYSTEMS

Documentation for CAN/CAN FD drivers on STM32, CANopen modules, RK3568-based controllers, and FPGA firmware. Complete packages from requirements to test methodology.

REGULATED INDUSTRIES

Joint development experience with system integrators in information security, transportation automation, and rolling stock systems. Documentation delivered to real customers under real regulatory regimes.

AI INFRASTRUCTURE

Production LLM systems, multi-agent architectures, self-hosted stacks for closed-network deployment. Internal AI tooling for engineering automation.

Market

Infrastructure for
regulated software development

Every regulated industry — finance, healthcare, automotive, aerospace, defense, government procurement — generates documentation debt. The market is structurally underserved by current tooling.

$2B+
TAM
Global market for technical documentation tools and services
~70%
Regulated
Of enterprise software projects involve some form of regulated documentation
2–4 wk
Cycle
Average time to manually prepare a single compliance documentation package
SaaS+
Model
Subscription + on-premise for closed networks + custom-standard integration

Why now

Regulatory pressure is rising globally. AI Act in the EU, expanded FDA requirements, supply chain attestation, export controls — every new regulation adds documentation overhead that engineering teams don't have capacity to absorb.

LLMs unlocked the universal engine. Until recently, doc automation meant rigid templates that broke on every project. Modern language models can finally understand context and preserve consistency across a document set.

Technical writer shortage is global. Specialized expertise for specific standards is even scarcer. Automation is the only scalable answer — and the first platform that nails universal adaptability owns the category.

→ FOR INVESTORS

Pre-seed round
open

Raising a pre-seed round to launch MVP, onboard the first cohort of pilot customers, and expand the supported-standards library. Pitch deck, demo, and financial model available on request.

→ FOR CUSTOMERS

Pilot for your
specific standard

Free trial run on one document package against your real project. If your standard isn't on the supported list yet — describe it, and we'll scope timeline and cost to add it.