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Data engineering
Ingestion, transformation, warehousing and reporting: reliable pipelines with lineage and monitoring.
Services
Engineering that ends with a working product.
We scope in outcomes, deliver in fixed sprints and hand over code you own. Pick the capability you need, or let us own the whole delivery.
01 · AI & LLM integration
AI features that survive production
Demos are easy. Production AI needs retrieval that stays accurate, prompts that are versioned, costs that are bounded and failure that degrades gracefully. That is the part we build.
- ✓Assistants & copilots grounded in your documents, tickets and product data.
- ✓RAG & semantic search with chunking, embeddings, reranking and citation.
- ✓Agentic workflows that call your tools and APIs with guardrails and audit logs.
- ✓Evaluation harnesses so quality is measured, not guessed.
Representative delivery records (4)
- ✓Grounded RAG assistant for a government agency. An agency needed an assistant answering over 40,000 policy and operational documents with citation-grade accuracy, hosted inside a PROTECTED-level boundary with no data leaving the tenancy. Read delivery →
- ✓Copilot enterprise connectors at 1.2M objects. An enterprise rolling out Microsoft Copilot needed its document stores, CRM and intranet connected with correct permissions and freshness. Read delivery →
- ✓Permissioned agentic operations platform. A scale-up wanted agents acting across its CRM, tickets and documents under strict controls. Read delivery →
- ✓Evaluation harness that gates AI releases. A product team needed AI quality measured, not felt, before every release. Read delivery →
02 · Full-stack product engineering
Web products, end to end
From marketing site to complex internal tool: one team owns the database, the API, the interface and the deploy.
- ✓Customer portals & dashboards with real data and real permissions.
- ✓APIs & integrations connecting CRMs, payments, ERPs and third parties.
- ✓Modernisation of legacy apps without a risky big-bang rewrite.
- ✓Design systems so the product stays consistent as it grows.
Representative delivery records (4)
- ✓Merchant payments portal. A payments company needed a merchant portal for onboarding, reporting and payouts that could not become a PCI liability. Read delivery →
- ✓National clinical registry modernisation. A university-led programme needed a national clinical registry (entry, validation, reporting, multi-clinic access) modernised. Read delivery →
- ✓Timed-entry ticketing for a visitor attraction. A visitor attraction needed ticketing, memberships, timed entry and on-site sales unified before a peak season. Read delivery →
- ✓Embedded senior capacity for a SaaS team. A growing SaaS wanted a polished admin and analytics area plus senior capacity inside its existing process. Read delivery →
03 · Cloud, DevOps & platform
Infrastructure that stops being scary
If deploys are events and the cloud bill is a surprise, the platform needs work. We make releases routine and spend predictable.
- ✓CI/CD pipelines with automated tests and one-click rollback.
- ✓Containers & Kubernetes sized to your team, not a cloud vendor brochure.
- ✓IaC & environments that can be rebuilt from code.
- ✓Observability: metrics, logs, alerts and on-call runbooks.
Representative delivery records (4)
- ✓Browser-test CI/CD farm. A browser-focused product ran thousands of UI tests that took over an hour and cost a fortune. Read delivery →
- ✓GitOps reliability for a payments platform. A payments platform wanted deploys declarative, auditable and reversible. Read delivery →
- ✓Multi-tenant Kubernetes for data and ML teams. A platform team needed one Kubernetes foundation for data pipelines, analytics and ML serving. Read delivery →
- ✓Cloud cost and reliability audit. A company with a climbing bill and recurring incidents wanted a diagnosis and a fix plan, not another report. Read delivery →
04 · Data & MLOps
Make the data usable and the models trustworthy
Data pipelines and model operations that keep answers fresh, with lineage and monitoring so the numbers can be trusted.
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MLOps
Model serving, versioning, drift monitoring and retraining loops that keep models useful after launch.
Representative delivery records (4)
- ✓Governed analytics engineering. A media organisation needed metrics everyone trusts, without weekly hand-stitched data. Read delivery →
- ✓Real-time event platform. A product company wanted live features and analytics on high-volume event streams. Read delivery →
- ✓Document intelligence at 2.4M pages. An organisation needed structured data extracted from large document volumes for search, records and workflow automation. Read delivery →
- ✓Market data pipeline with exactly-once semantics. A trading-adjacent platform needed market data with strict correctness under low latency. Read delivery →
05 · Security & compliance engineering
Security that does not slow you down
AppSec, identity and audit-ready engineering for teams that must answer to regulators and enterprise buyers.
- ✓Application security: SAST/DAST, threat modelling and dependency scanning in CI.
- ✓Identity & access: OAuth/OIDC, roles, secrets management and hardening.
- ✓Detection & response: detection rules, playbooks and incident evidence.
- ✓GRC: control mapping and audit-ready evidence.
$ security audit --service checkout
› SAST ......... 0 critical
› secrets ...... rotated
› policy ....... enforced
// evidence captured for audit
Representative delivery records (4)
- ✓Detection and response engineering. A security team wanted faster, more defensible incident response. Read delivery →
- ✓AppSec embedded in delivery. A fast-shipping product team needed security that did not slow releases. Read delivery →
- ✓CIAM for a customer platform. A customer-facing platform needed modern identity as a resilient service, not per-app auth. Read delivery →
- ✓GRC evidence system. A company preparing for audits needed controls documented and evidence defensible. Read delivery →
$ migrate --system legacy-erp
› extract ...... ok
› transform .... validated
› load ......... parallel-run
// 0 records lost · rollback ready
06 · Systems integration & modernisation
Connect what you already own
EDRMS, ERP/CRM and legacy systems, integrated and modernised without a big-bang rewrite.
- ✓Records & documents: EDRMS integration with migration and retention rules.
- ✓ERP/CRM extension: D365, Odoo and middleware integrations.
- ✓Legacy modernisation: strangler pattern, feature by feature.
- ✓Data migration: validation, reconciliation and parallel-run verification.
Representative delivery records (4)
- ✓EDRMS migration and integration. An organisation replacing its records system needed migration, integration and record-keeping compliance. Read delivery →
- ✓ERP overlay application. An enterprise wanted modern workflows on top of its ERP without destabilising the core. Read delivery →
- ✓Integration middleware with typed contracts. An organisation with several back-office systems needed reliable data movement between them. Read delivery →
- ✓Strangler-pattern legacy modernisation. A business-critical legacy application was hard to change and risky to deploy. Read delivery →
07 · Applied R&D
Research that becomes product
We apply and industrialise optically-guided electrical discharges. Feasibility studies, proofs-of-concept and TRL-raise programs, delivered as implementation packages our engineering teams (and yours) can run.
Optics & beam control
Vortex/Airy/Bessel beam shaping, optical trapping, SLM/MEMS steering, wavefront and polarisation metrology, hollow beams and particle chains.
Manufacturing & materials
Freeform micro-welding, in-cavity micro-machining, plasma-assisted deposition, 3D conductive-track writing, surface treatment.
Medicine & life science
Fibre-delivered diffuse plasma, implant and bio-scaffold sterilisation, surface electroporation, wound care, plasma-activated liquids.
Energy & power
Steerable corona for static dissipation, remote switchgear triggering, plasma ignition, guided de-icing.
Environment & agriculture
Ambient ionisation sources, plasma nitrogen fixation, zero-chemical weeding, VOC/NOx remediation, dust removal.
Aerospace & space
Spacecraft charge mitigation, Mars regolith processing, plasma flow-control actuators, sustained plasma antenna.
Instrumentation & science
Reconfigurable plasma waveguides, pre-ionisation for laser-plasma acceleration, discharge physics, standoff LIBS.
Optics is expressed through these research streams as a portfolio, not as a separate product line. Estimates are stated as effort and scope, not price.
08 · IP telephony & voice platforms
The full phone system, run for you
Complete IP telephony on a carrier-grade platform we operate end-to-end: numbers and SIP trunking, IVR and auto-attendant, call routing and queues, recording and retention, voicemail-to-email, real-time dashboards and number porting. An optional AI receptionist layer adds 24/7 answering, booking and intake on top.
- ✓Full phone-system stack: numbers, trunks, IVR, queues, recording, porting, provisioned and maintained by us.
- ✓Booking & intake flows for restaurants, hotels, clinics, legal and service businesses.
- ✓Optional AI receptionist: multilingual, with transfer to your staff when needed.
- ✓Real-time dashboards: call analytics, transcripts and recordings with consent.
Availability: United States and Canada. Not offered in other regions yet.
Not sure which service you need?
Describe the outcome you want. We will tell you the shortest path to it, even if that path does not involve us.
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