Bengaluru  ·  Dubai hello@quascade.ai
For enterprises & institutions

Quantum, applied to a problem you actually have.

Three service lines: preparing your cryptography for the post-quantum transition, running applied research against a specific requirement, and integrating quantum into systems that are already live. All delivered with an economic case attached, not as a science project.

Enterprise quantum spending is already real — and it isn't going on hardware.

Figures published by McKinsey & Company,
Quantum Technology Monitor 2026, April 2026.

1 in 3

Large companies analysed were spending over $10 million a year on quantum in 2025.

44%

Of that budget goes to use-case development — the single largest line of spend.

72%

Of quantum computing use now sits with privately owned organisations rather than research bodies.

300+

Organisations already collaborating with quantum companies on live business problems.

Service lines

Three ways we work inside your organisation.

Engaged separately or in sequence. Most clients start with readiness because it has a deadline, then move to applied R&D once the exposure picture is clear.

Line 01 — Security & compliance

Quantum readiness and PQC migration

Public-key cryptography has an expiry date. Compliance timelines running through 2027–2030 make migration a scheduling problem now, and data being harvested today can be decrypted later.

  • Cryptographic discovery and bill of materials
  • Exposure and "harvest now, decrypt later" risk analysis
  • Sequenced migration roadmap to post-quantum standards
  • Vendor, supply-chain and standards alignment
  • Board and regulator-ready reporting
Typical start: 6–10 weeks
Line 02 — Applied research

R&D programmes built to your requirement

Where the requirement is specific and the science is unsettled, we design and run the research. Every programme carries an economic hypothesis and a defined decision point from day one.

  • Use-case discovery and prioritisation
  • Feasibility studies with go / no-go criteria
  • Algorithm and application development
  • Joint research with sourced institutions and labs
  • IP strategy for what the programme produces
Typical programme: 3–12 months
Line 03 — Deployment

Integration into live operations

The credible near-term path is hybrid — quantum applied selectively to the hardest parts of a problem inside existing high-performance computing and AI environments. We build that, then make it repeatable.

  • Hybrid quantum-classical architecture
  • Integration with existing HPC, cloud and data stacks
  • Pilot-to-production pathways and governance
  • Redeployment across similar problem sets
  • Internal team and capability build-out
Typical engagement: 6–18 months
Where we work

Sectors with a problem quantum can reach.

We work across the GCC, Europe, North America and Asia-Pacific, with particular depth in regulated industries where compliance forces a timeline.

Highest urgency

Financial services

Post-quantum exposure is a board-level risk, and quantum-enhanced modelling is being tested for risk and portfolio problems classical methods handle poorly.

Sector

Energy, chemicals & materials

Molecular and materials simulation — screening candidates faster and more cheaply than experimental iteration allows.

Sector

Logistics & transport

Combinatorial optimisation on routing, scheduling and network constraints, run hybrid inside existing planning systems.

Sector

Government & defence

Sovereign cryptographic transition, secure communications and quantum sensing for detection, navigation and timing.

How we engage

What the first ninety days look like.

STEP 01

Scoping call

Your requirement, your constraints and whether quantum is even the right tool. We will tell you if it isn't.

STEP 02

Assessment

A fixed-scope diagnostic — cryptographic exposure, use-case shortlist or technical feasibility, depending on the line.

STEP 03

Roadmap and business case

Sequenced plan with costs, decision points and the economic argument your finance function will need.

STEP 04

Delivery

We execute alongside your teams, and build the internal capability so you are not dependent on us indefinitely.

~$6m vs $13m

Average annual enterprise spend on quantum use-case development, against a stated willingness to pay closer to $13 million. The gap is not budget — it is a shortage of people who can convert the science into something a business can buy.

Source: McKinsey & Company, Quantum Technology Monitor 2026: A commercial tipping point, April 2026.

Start with an assessment.

Tell us the requirement — a compliance deadline, an unsolved optimisation problem, or a research question you can't staff internally.

Email hello@quascade.ai