Product and platform engineering
From idea to production SaaS, built with AI-assisted engineering and handed over complete.
Led bySenior product engineers
About / Analytical Webs
We know where AI fits.
And where it doesn't.
Analytical Webs is an independent digital systems studio. We follow where AI and automation are taking each industry, find where they genuinely fit in your business and build the systems that turn that potential into measurable outcomes.
- Senior-onlyThe people who scope it build it
- Four practicesBuild, Automate, Accessibility, Security
- Outcome-ledMeasured on results, not hours
01 / Why we exist
The technology is ready.
Most businesses aren't.
AI capability is moving faster than most organisations can absorb it. The gap is rarely access to tools. It is knowing which problems they should solve, how they fit with existing systems and how to adopt them safely.
Our view
Tools are everywhere.
Judgement is scarce.
We bring both: deep knowledge of where the technology is heading, and the experience to apply it where it actually moves the business.
What we see in the market
01
Pressure without a plan
Boards ask for an AI strategy while teams experiment in isolation, with no shared view of where value really is.
02
Pilots that never reach production
Impressive demos stall when they meet real data, real integrations, security reviews and the question of who owns them.
03
Risk treated as an afterthought
Accessibility, privacy and security get bolted on after launch, when they cost the most to fix.
We exist to close that gap.
02 / How we think
Problem first.
Technology second.
Four principles shape every recommendation we make and every system we build.
Fit before features
We recommend AI only where it earns its place. Sometimes the right answer is a simpler workflow, and we will say so.
Senior judgement, AI leverage
Experienced specialists make the decisions. Modern AI tooling lets a small senior team deliver the output of a much larger one.
Responsible by default
Accessible, secure and private from the first decision, not retrofitted after launch.
Accountable to outcomes
Success is agreed upfront in business terms and measured against the result, not the hours.
03 / What we do
Four practices.
One system.
Each practice is led by a genuine specialist. Because they work as one team, the product we build is automated sensibly, accessible to everyone and secure from the start.
Explore Build
AI, ML and workflow automation
Assistants grounded in your data, workflows that act across your systems and private models.
Led byAI and ML engineers with pharma and hospital experience
Accessibility audit and advisory
Independent assessment against WCAG and the law, tested with real assistive technology.
Led byIAAP-certified (CPACC) professional
Cyber risk assessment and advisory
Find the weaknesses that matter and turn them into decisions leadership can act on.
Led by15+ years in cybersecurity
04 / Where AI fits
Automate. Augment.
Keep it human.
Not every task should be handed to AI. We map your work into what to automate, what to augment with a human in control and what should stay with people, then build in that order.
Automate itRepetitive, rules-based, high volume
- Order and invoice processing
- Scheduling and routing
- Status updates and reporting
Augment itJudgement-heavy, a person approves
- Exception handling with suggested fixes
- Supplier and contract review
- Demand forecasting with analyst sign-off
Keep it humanAccountable, relational, high stakes
- Supplier relationships
- Trade-offs under uncertainty
Automate itRepetitive, rules-based, high volume
- Ticket tagging and routing
- Order and account lookups
- Follow-ups and reminders
Augment itJudgement-heavy, a person approves
- Replies drafted from your policies
- Summaries of long case histories
- Knowledge search for agents
Keep it humanAccountable, relational, high stakes
- Complaints and escalations
- Goodwill and retention decisions
Automate itRepetitive, rules-based, high volume
- Invoice matching and reconciliation
- Expense categorisation
- Month-end report assembly
Augment itJudgement-heavy, a person approves
- Variance explanations drafted for review
- Contract and spend analysis
- Anomaly detection
Keep it humanAccountable, relational, high stakes
- Approvals and sign-off
- Forecast judgement and guidance
Automate itRepetitive, rules-based, high volume
- Referral and enquiry intake
- Document classification
- Appointment reminders
Augment itJudgement-heavy, a person approves
- Adverse event case drafting
- Discharge summary drafts
- SOP and guidance search
Keep it humanAccountable, relational, high stakes
- Clinical decisions
- Safety and quality sign-off
05 / Working together
Start with clarity.
Stay for momentum.
Most relationships begin with a focused question. Where it makes sense, they grow into delivery and an ongoing partnership.
01 / AdviseClarity
Assess
We review where AI, automation, accessibility and security fit in your business, and deliver a prioritised roadmap with the business case for each step.
- Opportunity map
- Risk review
- Roadmap
02 / DeliverWorking systems
Build
We ship the highest-value items first, from a product or AI pilot to a remediated platform, measured against outcomes agreed before we start.
- Pilots
- Products
- Remediation
03 / PartnerMomentum
Grow
We stay on as your senior bench, improving and extending what we've built as your business and the technology both move forward.
- Retained team
- Monitoring
- Quarterly reviews
06 / Start a conversation
Taking on new projects Find out where AI fits
in your business.
Tell us what you're trying to achieve and where things slow down. We'll give you an honest view of where AI and automation will pay off, and where they won't.
Independent adviceNo vendor quotas, only what fits your business.
Specialists, not generalistsA genuine expert in each discipline.
Built to lastAccessible, secure and owned by you.