Research

From Hard Problem to Working System

Applied R&D by specialists — not academics

Most agencies can build what is already known. We go further — prototyping novel architectures, validating new approaches, and turning research-stage ideas into production-ready systems. If it has never been built before, that is where we start.

30+

R&D Projects

78%

PoC-to-Production Rate

15+

Years Research Depth

Domains Covered

Discuss Your Research Problem View Case Studies

What We Offer

Comprehensive solutions tailored to your specific needs and goals.

Feasibility & Technical Assessment

Before you invest in building, know whether it can be built — and at what cost, risk, and timeline. We deliver honest, detailed assessments, not optimistic slide decks.

Technical feasibility analysis
Risk and constraint mapping
Competing approach comparison
Build vs buy vs research recommendation

1–2 weeks

Proof of Concept Development

We build working PoCs that answer the hard questions — not demos. Functional prototypes scoped to validate your core technical hypothesis with minimal waste.

Core hypothesis definition
Minimal viable prototype build
Performance benchmarking
Failure mode testing

3–8 weeks

Algorithm Design & Optimisation

Custom algorithm development for problems where off-the-shelf solutions do not perform. We design, implement, and benchmark against your specific constraints.

Problem formalisation
Algorithm design and selection
Custom implementation
Performance optimisation

4–12 weeks

Applied AI & ML Research

Custom model architectures, fine-tuning strategies, and novel AI system design — grounded in current research but built for real-world deployment constraints.

Literature review and state-of-the-art mapping
Custom model architecture design
Fine-tuning and transfer learning
Evaluation framework design

6–16 weeks

Innovation Sprint

Time-boxed, structured sprints to rapidly explore a technical space, generate validated options, and deliver a clear recommendation — ideal for teams that are stuck or exploring new territory.

Problem scoping workshop
Rapid parallel prototyping
Daily progress check-ins
Mid-sprint pivot if needed

1–4 weeks

Academic & Industry Collaboration

Bridging academic research and industry application. We structure and execute joint R&D programmes, helping organisations leverage academic expertise without the overhead.

Research partner identification
Project scoping and IP agreement guidance
Joint development management
Knowledge transfer planning

3–18 months

Applied R&D That Ships

From hard problem to working system — without the academic lag.

15+ years of applied research depth across AI, cybersecurity, data science, and industrial systems
78% of our PoCs proceed to production — because we scope to answer the right question
Senior specialists only — the people who scoped your project are the people who build it
UK-registered, Pakistan-based: enterprise rigour at competitive rates
Honest about what does not work — we will tell you before you spend money finding out

Key Benefits

De-risk Before You Build

Validate technical assumptions before committing to a full build. Cheap answers to expensive questions.

78% PoC-to-production rate

Faster Than Internal R&D

No hiring cycles, no ramp-up time. Senior specialists start within days.

First output in 1–3 weeks

Genuine Domain Depth

15+ years of applied research across AI, security, data science, and industrial systems.

8+ research domains

Production Pathway Included

Every PoC comes with a clear route to production — architecture, effort, and team.

No dead-end prototypes

Our Process

A proven approach that delivers results consistently.

Problem Definition

3–5 days

We start by understanding the real problem — not the assumed solution. Clear problem definition is where most R&D projects fail. We challenge assumptions before writing a line of code.

Problem statement documentSuccess criteria definitionConstraint and assumption registerScope boundary agreement

Research & Landscape Mapping

1–2 weeks

State-of-the-art review, competing approach analysis, and identification of the most promising direction. We do not reinvent the wheel — we find the best wheel and improve it.

Literature and landscape reviewCompeting approaches comparisonRecommended approach with rationaleRisk and unknowns register

Prototype & Validate

2–8 weeks

Build the minimum necessary to answer the core technical question. We iterate fast, instrument everything, and kill approaches that do not work — before you pay for a full build.

Working prototype or experimental implementationBenchmark and test resultsFindings and learnings reportGo / no-go / pivot recommendation

Production Pathway

1–2 weeks

If the prototype validates, we define the path to production — architecture, effort, team, timeline, and risk. You get a blueprint, not just a demo.

Production architecture designImplementation roadmapEffort and cost estimateTeam and resource plan

Why R&D With DevSimplex?

We built InfraPilot, Integrio.AI, and Learnova from scratch — each required solving novel technical problems under real production constraints. That is not consulting experience. That is R&D with consequences.

Research That Ends in Production

We do not deliver academic outputs. Every engagement is scoped around a production decision — build, pivot, or stop. Our PoC-to-production rate is 78% because we scope to answer the right question.

Seniors Only — No Juniors on Your Problem

Novel problems require experienced engineers. All R&D work is led and executed by specialists with 12–15+ years of domain experience. No junior hand-offs.

UK Entity, Pakistan Team, Global Standards

UK-registered company with a Pakistan-based team of specialists. You get enterprise-grade rigour at competitive rates — without compromising on expertise.

We Say No When Needed

If your idea is not technically viable, we will tell you before you spend money on it. If there is a simpler solution, we will recommend it even if it means a smaller engagement. Honest over profitable.

Real-World Use Cases

Examples from projects we've delivered — with real challenges, solutions, and outcomes.

Runs on commodity edge hardwareDetection latency under 50msFully air-gapped deployment

ROI: Cleared for deployment in classified environment

Case Studies

Real results from real projects.

Legal TechnologyUK LegalTech Startup

Custom NLP Pipeline for Legal Document Analysis

Off-the-shelf LLMs produced inconsistent clause extraction on UK commercial contracts, with unacceptable hallucination rates for a legal context.

Results

94% extraction accuracy on held-out test set

Hallucination rate reduced from 12% to 0.4%

Review time cut from 2.5 hours to 20 minutes per contract

PoC delivered in 6 weeks, production in 14 weeks

ManufacturingUK Manufacturing SME

Predictive Maintenance Algorithm for Industrial Equipment

Unplanned downtime costing £40k+ per incident. Existing rule-based monitoring missed 60% of failures until too late.

Results

81% of failures predicted 48–72 hours in advance

Unplanned downtime reduced by 67% in first 6 months

Zero false positives causing unnecessary maintenance stops

Estimated £380k savings in year one

View All Case Studies

What Our Clients Say

"They pushed back on our initial approach in week one — said the architecture would not scale to our data volume. They were right. That saved us 6 months of wasted build. What they delivered instead actually works."

Dr. James Whitfield

CTO, UK LegalTech Startup

"Most vendors promise innovation sprints and deliver PowerPoints. DevSimplex delivered a working prototype in 3 weeks that answered the question we had been debating for 9 months."

Amara Osei

Head of Engineering, Series B SaaS Company

Frequently Asked Questions

How is this different from hiring a research consultancy?

Research consultancies produce reports. We produce working systems. Our R&D output is always aimed at a production pathway — not an academic paper. We combine research rigour with engineering execution, which means findings get validated in code, not just in theory.

What if the research shows the idea is not viable?

That is a successful engagement. Finding out a direction does not work in week 3 — before a 6-month build — is exactly what R&D is for. We will tell you clearly when something does not work, why, and what the alternatives are. We would rather lose a follow-on project than help you build the wrong thing.

Do you work on problems where there is no existing solution?

Yes — that is our preference. Commodity problems have commodity solutions. We are most useful when the problem is genuinely novel, the constraints are unusual, or the domain is too specialised for generic tools. If there is an off-the-shelf solution that fits, we will tell you and point you to it.

Can you work alongside our internal research team?

Absolutely. We often embed alongside existing teams — providing specific expertise, extra capacity, or an external perspective. We adapt to your working style and tooling. The goal is always the outcome, not protecting our process.

Who actually does the work?

Senior specialists only — 12 to 15+ years of domain experience. No juniors assigned to your project, no offshore hand-off after scoping. The people you talk to in the discovery call are the people who build the solution.

Do you sign NDAs and protect IP?

Yes. NDA before any substantive conversation, as standard. IP developed during your engagement belongs to you — we do not retain rights to client-specific work. For academic collaborations involving publications, we agree IP and authorship boundaries upfront in writing.

What domains do you have the deepest research expertise in?

Let's discuss how we can help transform your business with research & development.

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