Industries
Technology shaped by your sector’s constraints
Compliance requirements, long-lived core platforms, seasonal demand and sensitive data all shape how a system should be built. Below are six sectors, the constraints we design for in each and the services most relevant to them.
Financial services & insurance
Modernize core systems in safe steps and automate paperwork, with every change on the record.
Banks, lenders, insurers and wealth managers depend on core platforms that are costly to change and cannot go down. They also answer to regulators and auditors who expect every change, and every automated decision, to be traceable and explainable.
Typical challenges
- Core banking, policy and claims systems that are risky to change
- Automated decisions that must be explainable to auditors and customers
- Onboarding, underwriting and claims work that still runs on documents
- Change control and segregation of duties that slow every release
How we help
- Move and modernize core platforms in stages, with current behavior captured in tests first
- Automate document checks and decisions, logging every input, output and human override
- Generate test and release evidence automatically, ready for change approval
- Work within your compliance requirements (for example SOX, PCI DSS, GDPR or DORA)
Healthcare & life sciences
Make clinical and business systems work together, protect patient data and give staff more time for care.
Providers, payers and life sciences companies hold some of the most sensitive data there is, across clinical, administrative and research systems that were rarely designed to share it. Clinicians and researchers have little patience for software that adds clicks, and systems that support care or regulated research must stay available and traceable.
Typical challenges
- EHR, lab and billing systems that do not exchange data cleanly
- Patient data flowing through many vendors and integrations
- Clinicians and staff losing time to documentation and admin work
- Validated systems where every change needs documented evidence
How we help
- Build integrations on HL7 v2 and FHIR, with every interface monitored
- Design in least-privilege access, audit logging and de-identification from the start
- Assess AI use cases for risk first, then use AI to draft notes and summaries a qualified person approves
- Supply test evidence for validated systems, working within your compliance requirements (for example HIPAA, GDPR or GxP)
Retail & ecommerce
Storefronts, checkout and order systems that stay quick and in step on your busiest days.
For many retailers and ecommerce brands, a few peak periods shape the whole year. Storefront, payment, order management, ERP and warehouse systems all have to agree under that load. When they do not, a slow checkout or a wrong stock count turns straight into abandoned carts, oversold items and support tickets.
Typical challenges
- Traffic peaks that find weak points at the worst possible moment
- Product and checkout pages that slow down as scripts and features pile up
- Stock, price and order data that disagree across channels
- Card and customer data spread across plugins and third parties
How we help
- Load-test checkout and search with traffic modeled on your busiest days, then tune scaling and caching
- Track Core Web Vitals on key pages and fix what slows them, third-party scripts included
- Keep stock, price and order data in sync across channels with event-driven integration
- Reduce the systems that touch card data, working within your compliance requirements (for example PCI DSS)
Transport & logistics
See shipments across carriers, warehouses and partners, and act on problems before customers notice.
Logistics runs on handoffs between shippers, carriers, warehouses, brokers and customs authorities, each with its own systems, formats and update speeds. Customers expect to know where a shipment is right now, while operations teams piece the picture together from emails, calls and spreadsheets.
Typical challenges
- Tracking events that arrive late, duplicated or out of order
- Carrier and partner integrations spread across APIs, EDI and portals
- Bills of lading, proofs of delivery and customs forms keyed by hand
- Exceptions spotted too late to fix before the customer notices
How we help
- Merge carrier, telematics and scan events into one shipment timeline in near real time
- Put EDI, carrier APIs and partner feeds behind one monitored integration layer
- Automate document capture, with people reviewing low-confidence fields
- Flag at-risk shipments early and route each exception to the team that can act
Manufacturing
Connect shop-floor and business systems safely, and use machine data to improve quality and planning.
A typical plant combines operational technology (PLCs, SCADA, historians and MES) with business systems such as ERP, often from different vendors and decades. Connecting the two is where much of the value lies for quality, maintenance and planning, and also where a careless integration can put safety and uptime at risk.
Typical challenges
- Machine data locked in controllers, historians and proprietary formats
- Control networks that must stay segmented from IT and the internet
- Quality checks and maintenance that react only after something fails
- Plant and ERP records that disagree on what was actually produced
How we help
- Collect machine data over OPC UA or MQTT into a secure edge-to-cloud pipeline
- Keep control networks segmented, working within your compliance requirements (for example IEC 62443)
- Apply machine learning to visual inspection and maintenance planning, validated with your engineers
- Reconcile MES and ERP data so production, inventory and cost figures agree
Software & SaaS
More engineering capacity, stronger platform foundations and releases your paying customers can rely on.
Software companies compete on how quickly they can ship without breaking what paying customers rely on. Growth brings more tenants on the same codebase, larger customers with long security questionnaires and a roadmap that now includes AI, often for a team that is already stretched.
Typical challenges
- More product work than the in-house team can take on
- Noisy neighbors and cloud costs nobody can attribute to a tenant
- Enterprise security reviews that slow down deals
- AI features that work in a prototype but falter with real customers
How we help
- Take on roadmap work through a dedicated team or engineers embedded in your sprints
- Strengthen tenant isolation, with per-tenant metrics and cost visibility
- Make every change traceable, working within your compliance requirements (for example SOC 2 or ISO 27001)
- Ship LLM features with evaluation, guardrails and per-tenant cost controls built in
Don’t see your industry?
The core engineering problems travel well: legacy platforms, manual workflows, fragile releases and data that departments disagree on. Explain what you’re dealing with, and you’ll get an honest answer on whether we can help.
Tell us about your sector
Next step
Start with the constraints you work within
Walk us through your systems, rules and pressures. You’ll see an outline of our approach before you commit to anything.
Or call +1 302-464-5943 · Eastern Time (ET)