nianav OS

One operating system for regulated startups.

This hub gives you the short version: what problem nianav OS solves, how the system is put together, why it exists, and who it is built for.

The problem Fragmentation is expensive long before the first audit.

When the work is scattered, staying on top of it becomes almost impossible.

Procedures live in one place, evidence in another, decisions in email, and status in a project tool. People end up translating between systems all day, then trying to reconstruct what happened when pressure arrives.

nianav OS starts by connecting that reality. It gives regulated startups a shared operating model so the work, the rule, the owner, and the evidence stay linked from the beginning.

Visual model The dropped HTML visuals, placed where they explain the operating model.

From fragmented tools to one procedure-native operating system.

These visuals make the abstract parts concrete: what nianav OS replaces, how canonical records remove hidden load, and how procedures, AI governance, onboarding, configuration, and module packs sit on the same operating fabric.

01 · Fragmentation

Five systems, five versions of the same person.

The current state: CRM, PLM, eQMS, HRIS, and document control each hold a partial truth. The integration layer becomes a permanent tax and still cannot answer the operational question cleanly.

SalesCRMSarah Cohen
R&DPLMS. Chen
QualityeQMSSarah Chen
PeopleHRISSarah Chen
DocsDoc CtrlS.Chen
integration layerAPICSVmiddlewarebroken Q2
5 identity records1 person0 shared load
02 · Overload

Every tool sees less than 100%. The person carries 300%.

Overload becomes invisible when each system only sees its own allocation. Nobody is wrong, but nobody can see the sum.

CRM60%
PLM100%
eQMS78%
HRIS100%
Docs62%
Sum across systems · one person 300%real load · no system sees this
03 · Canonical

One Sarah. One record. Many views.

Canonical attributes give every workflow the same person, owner, role, load, and accountability model, while each team still sees the view it needs.

Canonical · Person Sarah Chen person:sc-044
  • RoleSenior Eng.
  • TeamR&D · Hardware
  • Contract1.0 FTE
  • Real load92% · visible
view · sales view · R&D view · quality view · people view · docs
04 · Procedure unit

The procedure becomes the unit of work.

Hiring, complaints, releases, sales calls, audits, and changes share the same underlying shape: role, step, record, evidence, rule, and trail.

Anatomy of a procedure
TriggerEvent · schedule · threshold
InputsRecords · decisions · prior outputs
StepsActivities · humans & AI under a Principal
OutputsRecords · signals · downstream triggers
OwnerNamed accountable human
HiringComplaintReleaseSales callAuditChange
05 · Many views

One event can serve five jobs.

A single operational event enters once, then appears as quality work, customer work, product work, evidence, and management visibility without being retyped.

Event · FB-441 Customer call 12 Apr · 14:23 · Dr. Beck · ACME Hospital
customer support quality · CAPA post-market product · R&D management
06 · Principal AI

AI can execute. A named human remains accountable.

Agentic work belongs inside the procedure trail: version, scope, input, action, review, evidence, and named Principal.

Lane · AI agent
step 1 · triageDrafts assessment
step 2 · investigateDrafts questions
step 3 · evidenceCompiles record
Lane · Named Principal
reviewSigns · approves · rejects
ownAccountable for outcome
evidenceTrail · ISO 42001
07 · Project Zero

The operating system starts from a small number of answers.

Project Zero turns company scope, roles, regulatory exposure, and archetypes into an initial operating scaffold instead of a blank template hunt.

01What does your company do?Medical · Diagnostics · Pharma · Software
02Where do you place devices?EU · US · UK · RoW
03Device class?I · IIa · IIb · III
04Lifecycle stage?Concept · Design · V&V · Submission · On market
05AI or ML inside?Yes · No · Planned
output · operating system, configured 12 questions · 60 minutes
08 · Configuration cascade

Answers become requirements, procedures, roles, and running work.

The setup logic is traceable: what you said during configuration can be followed into the operating model it created.

01 · InputsYour answersFrom Project Zero — the only thing you provide.
02 · DerivedLaw & standardsMDR · FDA QMSR · ISO 13485 · GDPR — resolved, not mapped.
03 · RequiredProcedures & modulesRisk · Design · Training · CAPA · Document control.
04 · RolesWho does whatQA reviewer · Designated person · Principal · Owner.
05 · RunningLive operating systemWorkflows on the floor, evidence as a byproduct.
09 · Three scales

The system should grow without rebuilding itself.

The same model has to hold for a founder-led team, a scaling regulated company, and a larger operation with more compliance surface.

Day 1 2 founders · pre-seed
  • Procedures8
  • Modules3
  • Standards2
Smallest viable QMS.
Year 2 15 people · post-PMF
  • Procedures24
  • Modules6
  • Standards6
Audit-ready.
Year 5 120 people · scale
  • Procedures80+
  • Modules12
  • Standards10
Same shape. Nothing rebuilt.
10 · Module packs

One core supports many compliance shapes.

ISO 42001, ISO 13485, MDR, GDPR, DORA, NIS2, and other frameworks should activate as module packs on top of the same identity, procedure, evidence, and audit substrate.

Core Identity · Procedure · Evidence · Audit · Principal
MEDISO 13485 / MDR14 procs · active
RSKISO 149713 procs · active
SWIEC 623044 procs · active
AIISO 42001new · agentic governance
SECISO 27001 · GDPRpolicy · access
FINSOX-readyoff · activate later
How it works The workflow becomes the structure.
01

Work is captured once.

Tasks, procedures, records, approvals, and evidence live in a connected flow instead of being retyped into parallel tools.

02

Evidence stays attached.

What was done, who did it, and what it supports remain together so teams can review, trace, and show their work without rebuilding the story later.

03

Visibility stays operational.

Founders and leads can see what is blocked, what is waiting, and where the work sits without asking someone to assemble the picture by hand.

Why The rules arrive earlier than most teams expect.

Regulated startups need scaffolding before the burden shows up.

Companies often meet the cost of compliance at the exact moment they can least afford to improvise: an audit, a submission, a milestone review, a quality issue, or diligence from an investor or partner.

nianav OS is built to turn that pressure into leverage by making the company easier to run, easier to prove, and easier to grow with confidence.

Now built for Founders who need the structure to keep pace with the business.
01

Startup teams entering regulated markets

Medtech, health AI, biotech, and related product teams that are moving before the process has settled.

02

Leaders who want less drift

Founders, CEOs, COOs, quality, compliance, and operations leads who want the work to stay connected as the company grows.

Who it is for The people who feel the weight of the process most directly.

Built for teams that need structure without losing speed.

If you are a founder, CEO, COO, quality lead, compliance lead, or product and operations leader in a regulated company, nianav OS is meant to give you a clearer operating base.

When the company starts carrying more evidence, more oversight, and more moving parts, the system should help the team stay aligned instead of adding another layer of friction.

See how this fits your company.

We can walk through your operating model, the pressure points, and where the first scaffold should sit.