Innovate  Innovate-AiQ · The closed-loop R&D platform

Never run the same trial twice — in any science.

Innovate-AiQ is one disciplined R&D loop — simulate → recommend → trial → validate → learn — where every approved trial becomes permanent R&D intelligence. The shape is reusable; the science is what we tailor. Live today as MetalAiQ and PetroAiQ, extensible to pharma, health and food.

● Live in production — metals & oil-and-gas R&DOne platform, many sciencesDeploy as SaaS or in your own cloud
The pattern

R&D is the same shape in every industry.

Whatever the science — alloys, subsurface fluids, formulations, molecules — the work rhymes: a question is posed, an experiment is designed, a trial is run, a result is approved. The tragedy is that the answer rarely compounds. Innovate-AiQ captures that loop once, so institutional knowledge accumulates instead of retiring.

01
Data-richDecades of trial data, specs, standards and reports — generated faster than ever, yet trapped in folders, ELNs, LIMS and spreadsheets.
02
Model-poorRaw data without grounded physics or provenance can't be trusted to narrow a design space before the cost is committed.
03
Knowledge-leakyEvery settled question gets re-asked because nothing remembers it — and the hardest-won judgement walks out with senior experts.
04
Trial-expensiveEach qualification trial costs five-to-six figures and runs weeks-to-months — and many re-prove a result already approved elsewhere.
How Innovate-AiQ works

One closed loop, where every approved trial makes it smarter.

The disciplined Amplinth loop, applied to R&D. Connect to your data and instruments, reason over grounded science, recommend before you commit cost, act through a governed trial, and prove the value — then learn it permanently.

01

Connect

Ingest specs, standards, trial history & instruments; read your LIMS / ELN as sources. No rip-and-replace.

02

Reason

A domain knowledge graph + real physics, with provenance and Trust Tiers on every parameter. No black box.

03

Recommend

Pareto fronts, Bayesian optimization & SHAP narrow the design space before any cost is committed.

04

Act

Closed trial loop — request → execute → capture → review → approve — with full chain of custody.

05

Prove

Quantify the value, then learn it: every approved trial retrains the surrogate, permanently.

The compounding asset
Every approved trial becomes permanent R&D intelligence — the loop you run once, you never run blind again.
The shape is reusable across sciences; the domain physics and standards are what we tailor to your industry.
Realised & coming next

One platform, many sciences.

Two industries are live in production today. The same closed loop extends to new domains as fast as we can ground the science — each one a tailored skin on a proven core.

Innovate-AiQ — the closed-loop R&D platform

Realised for metals & oil-and-gas. Extensible to pharma, health and food — same loop, new domain science.

MetalAiQ and PetroAiQ are available today. PharmaAiQ, HealthAiQ and FoodAiQ are roadmap directions — not yet available — shown to illustrate the platform's reach.

Why one platform, many sciences

The shape is reusable. The science is what we tailor.

Roughly 80% of each new domain is the platform you've already seen prove itself — the loop, the graph, the governance, the EVA value model. Only the domain science changes. That is why PetroAiQ re-used most of MetalAiQ, and why the next science is months, not years.

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One reusable loop

The closed simulate → recommend → trial → validate → learn pattern, the knowledge graph, the LIMS-backed trial workflow and the audit trail are shared infrastructure — built once, hardened once.

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Tailored domain science

What we swap per industry: the physics engine (CALPHAD, PVT/EOS, corrosion models), the standards (EN/ASTM, NACE/ISO/API) and the grade/material library. The science is deep; the wrapper is proven.

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Knowledge that compounds

Every approved trial retrains the surrogate and enriches the graph, so each deployment gets smarter with use — and your institutional expertise stops walking out the door.

Deployment & trust

Your R&D IP. Your cloud. Your terms.

Run Innovate-AiQ as SaaS on Amplinth's AWS, or deploy into your own cloud so trial data and R&D IP never leave your control. Grounded on our Plexus graph engine, with provenance, Trust Tiers and a full audit trail on every decision.

Trust Tiers T1–T6Full audit trailSOC 2ISO 27001ISO 42001GDPR
SaaS
Amplinth SaaS on AWSFully managed — fastest path to value.
VPC
Your own cloud / VPCR&D IP and trial data never leave your control.
Any cloud / regionAzure, GCP, AWS — data residency by default.
Bring us your hardest R&D question

Run the loop once. Never run blind again.

Book a 30-minute demo on a real qualification problem in your science — we'll show you the loop live, and the EVA business case behind it.