AI Engineer & Solutions Architect

Setting up cloud servers used to take your dev team days and required expensive Terraform specialists. This AI agent changes that — your team simply describes what they need in plain English ('set up 3 servers with a load balancer in US East'), and the AI plans it, shows a cost estimate, waits for your approval, then deploys to Oracle Cloud automatically. No Terraform expertise needed. No surprise bills. No accidental deployments. Built for tech startups and SaaS teams who need to move fast without DevOps overhead. Industry: Tech Startups / SaaS / Cloud Teams. Outcome: Cloud infrastructure that used to take days now takes minutes — with full cost visibility and human approval before anything is deployed.

Your team is spending hours every week manually entering supplier invoices — and still missing errors. This AI platform eliminates that entirely. It automatically collects invoices from email or cloud storage, reads every line using AI-powered document recognition, extracts supplier names, amounts, and line items into your database, and sends your team a daily Slack report showing what was processed, what failed, and your supplier cost breakdown. Built for a multi-location restaurant group managing dozens of suppliers monthly. Industry: Hospitality / Food & Beverage / SME Finance. Outcome: Manual invoice entry eliminated — finance teams reclaim hours every week and get full daily visibility into supplier costs, with errors flagged before they become problems.

Your business data sits locked in databases — accessible only to analysts, unavailable to the people who actually need it. CAP-AI fixes this. Any team member types a plain-English question — 'What were our top 5 products by revenue last month?' — and instantly sees a live, interactive chart. No SQL. No waiting for a report. No analyst bottleneck. The AI understands 10+ types of business questions, picks the right chart automatically, and also includes a drag-and-drop dashboard builder for ongoing reporting. Includes an AI chatbot for general business questions backed by your own knowledge base. Industry: Media / Analytics SaaS / Publisher Platforms / Any Data-Driven SME. Outcome: Business teams get data-backed answers in seconds — decisions move faster and analysts focus on higher-value work instead of running routine reports.

Scaling personalised learning is impossible when every learner needs 1-on-1 human coaching — it just doesn't grow. This AI platform deploys 6 specialist AI tutors, each expert in a different dimension of vocational teaching: pedagogy, TVET practice, reflective teaching, worldview alignment, and curriculum design. Every learner gets expert, context-aware guidance 24/7 — without waiting for a human tutor to be available. An AI orchestration layer automatically routes each conversation to the right specialist based on what the learner is asking. Industry: Vocational Education / EdTech / Corporate Training Providers. Outcome: Personalised coaching that scales to any number of learners without scaling headcount — learner support that doesn't grow linearly with your team.

Manually categorising thousands of companies by industry is slow, inconsistent, and doesn't scale — especially when your analysts have to do it from scratch for each new dataset. This AI engine automatically assigns any business to the correct industry category (NAICS, SIC, and ISIC codes) in milliseconds, with a confidence score so you always know when to trust the result and when to flag it for human review. Processes thousands of records per second via a real-time API, and includes a self-improving feedback loop that increases accuracy over time the more it is used. Industry: Market Research / Financial Services / Insurance / Data Enrichment Companies. Outcome: A manual enrichment process that took analyst teams weeks now runs automatically at any scale — consistent, auditable, and continuously improving.

Users open a financial app and still can't find answers to simple questions about their own money — so they call support, or worse, they churn. This AI assistant is embedded directly into the mobile app, giving users instant, plain-English answers: 'How much did I spend on food last month?', 'Am I on track for my savings goal?', 'What were my biggest transactions this week?' The AI pulls live account data, transaction history, and personal financial goals to give personalised, accurate responses — with response times under 100ms so it feels truly instant. Industry: FinTech / Mobile Banking / Personal Finance / Wealth Management. Outcome: Users who actually understand their financial picture — reducing support contact rates, improving in-app engagement, and increasing product stickiness.

When your platform sends thousands of critical alerts simultaneously — reports ready, deadlines missed, approvals needed — every single one has to arrive. Missing or delayed notifications in an enterprise SaaS product damages trust fast. This notifications platform delivers bulk alerts across Email, Slack, and Microsoft Teams simultaneously, with event-driven architecture ensuring no message is ever dropped even during traffic spikes. Fully load-tested and validated for 10,000+ concurrent users before every release, with built-in delivery tracking and automatic retry logic for failed sends. Deployed as part of the Workiva global platform serving finance and compliance teams. Industry: Enterprise SaaS / Finance / Compliance. Outcome: Critical alerts reach the right people on the right channel, every time — with the zero-failure reliability that enterprise customers expect.

Enterprise businesses run on time-sensitive automated tasks — financial reports generated on schedule, deadline reminders sent automatically, data syncs triggered at midnight. When these jobs fail silently or run twice, it creates real compliance and business problems. This scheduling engine guarantees that every automated workflow runs exactly once at exactly the right time — whether it's a one-off job, a daily recurring report, or a complex conditional workflow triggered by business events. Handles thousands of scheduled jobs per day for the Workiva global platform, with full job history, monitoring, and failure alerting built in. Industry: Enterprise SaaS / Finance / Compliance / Workflow Automation. Outcome: Business-critical workflows run without manual oversight, on time, every time — eliminating the risk of missed deadlines or duplicate processing.

Healthcare employers and insurance carriers exchange sensitive benefits data through strict regulatory formats — a process that is typically slow, error-prone, and manually managed, with serious compliance consequences when it goes wrong. This automated system generates HIPAA-compliant EDI data files from your benefits platform and delivers them directly to insurance carriers on schedule via FTP, SFTP, or Email — with full validation before transmission and complete audit trails for compliance reporting. Supports custom carrier profiles and field-level configuration so it works with any carrier's specific requirements. Industry: Healthcare / Employee Benefits / Health Insurance Brokers. Outcome: Benefits data exchange that previously required manual file preparation now runs automatically — reducing compliance risk, cutting transmission time from days to hours, and giving compliance teams full audit visibility.

Legal teams waste too much time on administration — manually drafting standard documents, tracking case deadlines in spreadsheets, chasing invoices that slip through the cracks. This case management platform brings everything into one place: cases, clients, documents, timelines, and billing. Standard contracts and letters generate from templates in seconds. Deadlines trigger automatic reminders. Time logs convert to invoices automatically at billing time. Built for scalability so it works equally well for a solo practitioner and a large multi-office firm. Industry: Legal Tech / Law Firms / Corporate Legal Departments / In-house Counsel. Outcome: Legal professionals spend less time on admin and more time on actual legal work — document turnaround is faster, nothing falls through the cracks, and billing is captured accurately every time.

Most mobile app security breaches happen because vulnerabilities weren't caught during development — and by the time they're discovered after launch, the reputational and financial damage is already done. This automated security platform continuously scans iOS, Android, and hybrid mobile apps for vulnerabilities using both static analysis (reviewing the source code) and dynamic analysis (testing the live running app). It plugs directly into your CI/CD pipeline so every build is automatically scanned, findings are ranked by severity with clear remediation steps, and your team gets a fix-ready report — not just a list of problems. Industry: FinTech / Healthcare Apps / E-commerce / Any App Handling Sensitive User Data. Outcome: Security vulnerabilities are found and fixed before release — protecting your users, your brand, and avoiding the costly aftermath of a post-launch security incident.

As your product grows, your APIs become a target — for abuse, for scraping, and for traffic spikes that can take your service offline for paying customers. This API gateway sits in front of your services and intelligently manages every request: rate limiting per user and IP, OAuth 2.0 authentication, intelligent routing, and a circuit breaker that automatically isolates a failing service before it cascades to bring everything else down. Handles millions of API requests per day with response times under 1ms for legitimate users — so growth never translates to downtime. Industry: SaaS Products / Marketplaces / API-first Businesses / Developer Platforms. Outcome: Your APIs stay fast, protected, and available at any scale — abuse is blocked before it reaches your servers, and legitimate users never feel the impact of traffic spikes.

Managing health benefits for hundreds of employees involves endless paperwork, eligibility changes, open enrolment chaos, and constant back-and-forth with insurance carriers — it grows in complexity every time you hire. This self-service benefits platform lets HR teams configure benefit plans, manage employee eligibility, run open enrolment, and automatically exchange data with insurance carriers — all without manual file preparation or spreadsheet tracking. Supports multiple employer groups and locations, role-based access for HR managers and employees alike, and automated reminders for enrolment deadlines and eligibility changes. Industry: HR Tech / Employee Benefits / Insurance Brokers / Mid-size Employers. Outcome: HR teams manage benefits for thousands of employees without growing the HR headcount — enrolment, eligibility, and carrier data exchange all run on autopilot.

Every business receives documents that need to be manually read and entered into systems — contracts, invoices, medical forms, insurance claims, delivery notes. It's slow, error-prone, and scales badly. This AI document processing system automatically reads PDFs, scanned images, and photos, extracts the structured data you need (names, dates, amounts, tables, line items), validates it for accuracy, and outputs it directly into your database or downstream system — in seconds. Handles multiple document types and layouts without needing a custom template for every format. Confidence scores flag uncertain extractions for human review rather than silently passing wrong data through. Industry: Insurance / Healthcare / Legal / Finance / Logistics / Any Document-Heavy Business. Outcome: Manual document data entry eliminated — documents processed in seconds instead of hours, with built-in quality control so your data stays clean.