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ProofX — AI-Native Product Launch GTM

A launch GTM for ProofX — NovintiX's own AI-native product: test-proof / V&V-evidence management for SaMD and Medical Devices — and how NovintiX pushes it into adjacent regulated markets.

Product
ProofX
Maker
NovintiX
Beachhead
SaMD · Medical Devices
Model
product + services-led
Expansion
GxP · Auto · Aero · Industrial
⭳ Download bundle (zip)⭳ Seed (JSON)Jump to the plans

What ProofX is

ProofX is the system of record for test proof — it captures, generates, links and defends the verification & validation evidence a medical device or SaMD needs to pass audit, with AI doing the assembly work that today eats engineers' weeks.

ProofX is NovintiX's own product — the productization of the V&V / test-proof evidence work NovintiX already runs most often for MedTech clients. NovintiX builds it, owns it, and sells it as a services-attached offer, which is exactly why it carries the regulated-domain credibility a pure software startup can't claim: the people who ship ProofX are the people who pass the audits.

In regulated device development, the product isn't done when the code works — it's done when the evidence is complete: requirements linked to tests, tests to results, results to a risk, and every artefact traceable and audit-ready. Teams assemble this by hand across spreadsheets, ALM tools and documents. It's slow, brittle, and the #1 cause of submission delay and audit findings.

ProofX is AI-native: it generates test cases from requirements, mines coverage gaps, drafts V&V protocols and reports, auto-builds the requirements-to-test traceability matrix, and keeps an always-current, notified-body-ready evidence file — with a human approver on every artefact that reaches a regulator.

The wedge is narrow and deep on purpose: test-proof management for SaMD & medical devices first (IEC 62304, ISO 14971, FDA design controls, EU MDR) — then the same evidence engine into every industry that must prove software is safe.

The problem & the job-to-be-done

Pain

Evidence is the bottleneck

Not the engineering — the proof of the engineering.

  • V&V evidence assembled by hand across ALM, spreadsheets & docs
  • Traceability breaks on every change; audits find the gaps
  • Submissions slip while engineers rebuild the paper trail
  • Every audit/notified-body review is a fire drill
JTBD

"When a device feature is built…"

…I need its test evidence complete, traceable and audit-ready — without pulling senior engineers off the roadmap to assemble paperwork.

  • Generate tests from requirements
  • Keep traceability live through change
  • Produce a notified-body-ready evidence file on demand
Why AI-native

The unlock

The assembly work — generation, gap-mining, drafting, linking — is exactly what LLMs do well, with human sign-off.

  • Requirement → test generation
  • Coverage-gap detection
  • Protocol & report drafting
  • Auto-traceability + change impact
Guardrail

Trust by design

Regulated buyers won't accept a black box.

  • Human approver on every regulator-facing artefact
  • Full audit trail of AI actions & edits
  • Explainable, sourced generation
  • Data isolation & validation-ready outputs

ICP — the beachhead

Start where the pain is regulated, acute and repeatable: SaMD and medical-device teams (and their India GCCs) that live or die by V&V evidence.

Beachhead

Who buys first

  • SaMD / connected-device companies and MedTech GCC device programs
  • Team size: 20–500 engineers with active V&V/regulatory load
  • Economic buyer: VP R&D / Head of Quality or Regulatory
  • Champion: V&V lead, test manager, or design-assurance owner
  • User: verification engineers, test leads, RA/QA
Trigger

When they buy

  • EU MDR / IVDR submission or EUDAMED deadline
  • An audit or notified-body finding on traceability
  • A SaMD / AI feature entering review
  • Scaling the team and drowning in evidence work
Wedge

Land narrow

One device family / one submission — prove ProofX cuts evidence time and passes review, then expand across the portfolio.

  • Fixed-scope pilot on one program
  • Success = evidence-assembly time down, zero new audit findings
Distribution edge

NovintiX's own channel

ProofX is NovintiX's product, so NovintiX's own services engagements (SaMD Assurance, Design-Control Accelerator) are its built-in distribution — the tool NovintiX's pods already use becomes the product the client buys.

  • Services-led product adoption
  • Every engagement is a design partner

Positioning & category

Category: "AI-native test-proof management for regulated products." Not a test-automation tool, not an ALM, not an eQMS — the evidence layer that sits across them and makes the proof audit-ready.

Against ALM / test tools (Polarion, Jama, codebeamer, Azure DevOps): they store requirements and tests; ProofX generates the evidence and keeps it audit-ready on top of them — integrate, don't replace.

Against eQMS (Greenlight Guru, MasterControl): they manage quality processes; ProofX produces the V&V/test evidence that feeds them.

Against manual / consulting: ProofX turns a weeks-long human assembly job into a reviewed, always-current artefact — the productized form of what a validation consultant does.

One-liner: "ProofX turns your requirements and tests into audit-ready V&V evidence — automatically, with a human in the loop."

Pricing & packaging

Land with a low-friction pilot; expand on seats + evidence volume; anchor value to the audits passed and engineer-weeks reclaimed.

Why this shape: the pilot removes procurement risk; seats capture team adoption; the platform tier captures the CFO-level value (submissions on time, audits passed). The services-attached tier is the moat — NovintiX delivery makes ProofX sticky and de-risks adoption for cautious buyers.

OfferPromisePrice · time
Pilot (one program)Fixed-scope proof on a single device family / submission$15k–$30k · 6–8 weeks
TeamPer-seat for a V&V/RA team + a program allowance$1.5k–$3k / seat / yr
PlatformOrg-wide, unlimited programs, SSO, audit exports, integrations$120k–$400k / yr
ProofX + NovintiX podThe product plus an expert pod that runs it for you (services-led)custom
Regulated-cloud / on-premValidated deployment, data isolation, compliance add-ons+ premium

Launch motion

  1. Design partnersRecruit 3–5 SaMD/MedTech design partners (warm from NovintiX engagements). Build with them; earn the first proof points and case studies.
  2. Private betaShip the wedge — requirement→test generation, auto-traceability, evidence export — to design partners on real submissions. Instrument time-saved and audit outcomes.
  3. Reference launchPublish 2–3 case studies with hard numbers (evidence time ↓, findings = 0). Launch to the SaMD/MedTech market via those references, not a splashy GA.
  4. Services-led scaleAttach ProofX to every NovintiX SaMD/Design-Control engagement; convert services clients to product seats. Founder-led sales to buyers the case studies attract.
  5. Land & expandGrow pilots to team, team to platform; each passed audit is the expansion trigger.

Competitive landscape

The defensible edge: regulated-domain depth (62304/14971/MDR built in), a human-in-the-loop trust model auditors accept, and a services channel (NovintiX) that no pure-software competitor has.

CategoryExamplesProofX angle
ALM / requirements & testPolarion, Jama, codebeamer, Azure DevOpsIntegrate; ProofX adds AI evidence generation + audit-ready assembly on top
eQMSGreenlight Guru, MasterControl, QualioFeed them — ProofX produces the V&V/test evidence their processes consume
Test automation / genCopilot-style code/test toolsDomain-specific + regulated: traceability, risk linkage, notified-body-ready output
Manual / consultingValidation consultancies, in-houseProductizes the weeks-long human assembly job with a human-in-the-loop AI

Pushing ProofX into other markets

The evidence engine is the product; the standard is a plug-in. Every safety-critical and regulated industry has the same job-to-be-done — prove the software is safe — so ProofX expands by adding standard packs, not rebuilding.

Sequence expansion by regulatory adjacency and pull: markets whose evidence discipline is closest to MedTech go first, and each is entered on a design partner + a standard pack (the compliance mapping, artefact templates and rule set for that standard).

MarketStandard / driverWhy ProofX transfersEntry
Pharma / GxP softwareGAMP5, 21 CFR Part 11, CSVComputer-system validation is the same requirement→test→evidence jobWarm via NovintiX pharma work + a GAMP5 pack
AutomotiveISO 26262, SOTIF, ASPICEFunctional-safety V&V & safety cases need identical traceability & evidenceOne ADAS/EV software design partner + a 26262 pack
Aerospace & DefenseDO-178C / DO-254Certification evidence is traceability + V&V artefacts — ProofX's coreOne avionics-software partner + a DO-178C pack; ITAR-aware hosting
Industrial / OTIEC 61508 / IEC 62443Functional-safety + security evidence for industrial control softwareOne industrial-controls partner + a 61508 pack
BFSI model riskSR 11-7, EU AI ActModel validation & documentation is evidence management for AIOne bank/insurer AI team + a model-risk pack
Horizontal QA/test evidenceSOC2, internal auditAny team that must prove test coverage & traceabilitySelf-serve tier once the regulated packs mature

Expansion rule: never enter a market without (1) a design partner in it and (2) a standard pack that makes ProofX speak that industry's evidence language on day one. The core generation/traceability/human-in-the-loop engine never forks — only the packs multiply.

Metrics & the north star

North star: audit-ready evidence artefacts produced & accepted — the unit of value that ties to submissions on time and audits passed.

Activation: first program traced end-to-end in ProofX. Value proof: evidence-assembly time reduced (target 50–70%) with zero new audit findings.

Growth: pilots → team → platform conversion; seats per account; standard-packs adopted. Retention/moat: programs under management, services-attached accounts, audits passed on ProofX evidence.

The launch plans — 30, 90, 180 days and 1 year

From design partners to a category product with an expansion engine. Each horizon has a goal, work items and hard exit criteria; the year card carries the launch KPIs.

30 days

Design partners & the wedge

Goal. Lock design partners and define the narrowest lovable wedge.

  • Design partnersSign 3–5 SaMD/MedTech design partners (warm from NovintiX). One real submission each.
  • Wedge specScope MVP to: requirement→test generation, auto-traceability matrix, evidence export — with human sign-off & audit trail.
  • Trust modelDefine the human-in-the-loop, explainability and data-isolation model regulated buyers require.
  • BaselineInstrument each partner's current evidence-assembly time & audit-finding rate to prove ROI later.
  • PositioningLock the category, one-liner, and the integrate-don't-replace stance vs ALM/eQMS.

Exit criteria. 3–5 design partners signed, MVP wedge specced, trust model defined, baselines captured.

90 days

Private beta on real submissions

Goal. Ship the wedge to design partners and prove time-saved on live V&V work.

  • Beta buildShip generation + traceability + export to design partners on real programs.
  • IntegrationsConnect the top ALM (Jama/Polarion/Azure DevOps) so ProofX layers on, not rips out.
  • Prove ROIMeasure evidence-time reduction & findings; target 50%+ time saved, zero new findings.
  • Case studiesDraft 2–3 case studies with hard numbers from beta partners.
  • Pricing testValidate the pilot → team → platform ladder with beta accounts.

Exit criteria. Beta live on real submissions, 1–2 integrations, measured ROI, 2–3 case studies drafted, pricing validated.

180 days

Reference launch + services-led scale

Goal. Launch to the SaMD/MedTech market on references and convert NovintiX engagements into product revenue.

  • LaunchPublish case studies; reference-led launch to SaMD/MedTech (no vanity GA).
  • Services attachAttach ProofX to every NovintiX SaMD/Design-Control engagement; convert to seats.
  • Convert pilotsMove beta/design partners to paid Team/Platform tiers.
  • First standard packBuild the GAMP5 (pharma) pack — the closest adjacency — with a warm pharma design partner.
  • MotionFounder-led sales + a lightweight self-serve pilot on-ramp for inbound.

Exit criteria. Public references, paying customers, ProofX attached to services deals, first adjacency pack (GAMP5) started.

1 year

A category product with an expansion engine

Goal. Establish ProofX as the SaMD/MedTech evidence standard and prove the standard-pack expansion model in one adjacent market.

  • Category leaderRecognized SaMD/MedTech test-proof product with a roster of reference customers.
  • Recurring revenueTeam + Platform ARR; healthy pilot→platform conversion; net-retention from expansions.
  • Second marketOne adjacency live (Pharma/GxP most likely) via a standard pack + design partner — proving the model.
  • MoatServices-attached accounts, programs-under-management, and audits passed on ProofX evidence.
  • RoadmapStandard packs for automotive (26262) and aerospace (DO-178C) scoped for year two.
3–5 → 10+
Design partners → customers
50–70%
Evidence time saved
2 (MedTech + GxP)
Standard packs live
all NovintiX SaMD deals
Services-attached accounts
1
Adjacent markets proven
audits passed on ProofX
North star

Exit criteria. Category presence in SaMD/MedTech, recurring ARR, one adjacent market proven via a standard pack, packs roadmapped for year two.

Load the ProofX launch into the platform

One click seeds the ProofX worked example so you can click through the launch — the product in Launch OS, the capability maps in Capability Explorer, and a design-partner outreach campaign.

Before it writes anything, the loader downloads a backup of your current platform data, then merges the ProofX example in. You can also load <code>proofx-platform-seed.json</code> via <strong>Settings → Restore full backup</strong>.

Launch OS
The full ProofX launch: positioning, ICP, JTBD, pillars, objections, landing & launch checklist
Capability Explorer
2 domains (AI Evidence Engine · Standard Packs) / 4 capabilities · value maps · use cases · a build-vs-alternatives matrix
Content Studio
A "recruit SaMD design partners" outreach campaign
Platform Hub
The ProofX firm profile merged into every template
Illustrative product & GTM plan for ProofX, an AI-native test-proof / V&V-evidence management concept for regulated markets. Standard names (IEC 62304, ISO 14971, EU MDR/IVDR, GAMP5, ISO 26262, DO-178C, IEC 61508, SR 11-7) and competitor/tool names are real and referenced for positioning only — verify current requirements and competitive facts before acting. Any AI that touches regulatory evidence must keep a qualified human approver in the loop and meet the applicable validation and data-governance requirements. Not affiliated with any named company or product.