Industries
Where software — and agents — do the heavy lifting.
Deep domain experience across complex, regulated sectors, and a clear view of the problems AI actually solves in each one. Here’s where we make a difference.
Financial Services
Automate the regulated work that still runs by hand.
Finance carries the heaviest compliance load and the deepest legacy-integration debt of any sector. The gains come from software that automates reconciliation, onboarding and reporting — provably and auditably, without ripping out the core systems you depend on.
- Reconciliation and settlement breaks matched and resolved automatically, with a full audit trail.
- KYC and onboarding documents extracted, validated against policy, and routed for human sign-off.
- Payment and billing systems integrated end to end — Stripe, .NET and your core ledger.
- Agents that act only inside guardrails, with approval required on anything that moves money.
Logistics & Supply Chain
Automate the exceptions that eat your operations team.
Logistics runs on coordination across siloed TMS, WMS and carrier systems — and on the endless exceptions in between. Packaged tools rarely fit the way you work; the value is in software that connects those systems and handles the edge cases.
- Shipment exceptions triaged, diagnosed and resolved across systems — without manual hand-offs.
- Dispatch and routing options proposed from live inventory, capacity and delivery windows.
- Warehouse, transport, fleet and tracking software built around your operation.
- Planners kept in control of every commitment, with full traceability.
Industry 4.0
Turn machine data into answers on the floor.
Plants generate data across machines, sensors, MES and quality systems — yet operators still hunt through it by hand. The payoff is software that unifies that data and surfaces the next action, fast enough to matter on the line.
- An assistant grounded in manuals and live MES/sensor data that surfaces root causes and next steps.
- Quality anomalies clustered and prioritized, with the relevant history already assembled.
- High-performance software for connected equipment, monitoring and quality control.
- Any control action gated behind strict guardrails and human approval.
IoT
Act on telemetry at the speed it arrives.
IoT lives or dies on the software layer: managing device fleets, making sense of telemetry, and acting on it securely at scale — faster than a human team can keep up with alerts and edge cases.
- Telemetry monitored for anomalies, with remediation playbooks run automatically.
- Edge and cloud signals fused into a single decision, within set bounds.
- Device management and control platforms built to industry standards.
- High-impact actions escalated to an operator; everything observable end to end.
eCommerce
Clear the catalog and order work that doesn’t scale.
Large commerce operations outgrow packaged platforms and drown in manual catalog, pricing and order-exception work. The win is bespoke software that automates it — plus the back-office integrations the platform can’t handle.
- Order exceptions — pricing, stock, failed integrations — detected and fixed across ERP and payments.
- Catalog enrichment and merchandising updates drafted for human review.
- Custom B2B and B2C platforms, beyond what off-the-shelf can serve.
- Pricing and credit decisions routed to a person for approval.
Let’s build something that ships
Work in one of these sectors?
Tell us about your systems and constraints. We’ll bring the domain experience and the engineering to match.