Expertise
We build production systems in demanding domains. Below are the most requested engagements and the outcomes we deliver.
Custom Web & Mobile Apps
We turn ideas into production apps with a product‑led approach that balances speed, quality, and business impact. Discovery workshops clarify goals, KPIs, risks, and success criteria before a single line of code. UX research and rapid prototyping de‑risk usability while design systems ensure consistent, accessible interfaces. We build cross‑platform mobile with offline sync, push notifications, and background tasks, and high‑performance web apps with clear performance budgets. Backends are resilient and observable, with API gateways, GraphQL/REST contracts, rate limiting, and robust authentication. We automate testing across unit, integration, and end‑to‑end layers, and wire CI/CD with blue‑green or canary releases for safe rollouts. Feature flags and experimentation frameworks let you ship small, measure impact, and iterate quickly. Security is first‑class: input hardening, secrets management, SAST/DAST, and dependency policies. Internationalization, theming, and white‑labeling come baked in when needed. We finish with operational handover, runbooks, and a maintenance plan so your team can own the roadmap with confidence.
- Design systems and component libraries for consistent UX
- Offline‑first mobile with secure sync; high‑perf web apps
- API gateways, GraphQL/REST, resilient backends
- CI/CD, feature flags, experimentation and analytics
SaaS & Multi‑Tenant Platforms
Modern SaaS wins with smooth monetization and enterprise readiness from day one. We design pricing models, usage metering, and entitlement systems that integrate with Stripe/Paddle/Chargebee and your CRM/ERP. Tenancy is isolated and scalable with strong RBAC, SSO/SAML/OIDC, SCIM provisioning, and audit logs for every sensitive action. Admin consoles, billing portals, and self‑serve onboarding reduce support load and shorten time to value. Entitlements and plan governance allow packaging features by tier without code forks. Data residency, backups, and disaster recovery meet compliance and enterprise procurement checklists. Multi‑region deployment improves latency and availability while cost controls prevent margin erosion. Observability is built‑in with traces, metrics, logs, and business analytics so you see both health and revenue signals. We prepare SOC2 evidence streams and automate policy enforcement to accelerate security reviews. The outcome is a platform that converts, scales, and passes enterprise due diligence.
- Subscriptions, trials, coupons, proration; usage metering and credits
- Tenant isolation, RBAC, SSO/SAML/OIDC, audit logs, data retention
- Self‑serve onboarding, paywalls, invoicing, dunning, payments
- Analytics (product/finance), plan governance, entitlements
- Multi‑region reliability, cost optimization, scalable architectures
AI & Automation
We ship production‑grade AI that cuts cost and cycle time, not just demos. Use‑cases include document intake, summarization, routing, agentic workflows, and customer support copilots with secure data access. We engineer RAG systems with evaluated retrieval, prompt strategies, and fallback policies so answers are accurate and reproducible. An evaluation harness with golden datasets measures quality regressions on every change. Agents operate with tools and guardrails, escalate when uncertain, and keep humans in the loop for sensitive actions. We isolate PHI/PII, enforce data minimization, and support private inference or hosted models depending on compliance. Observability tracks latency, cost, failure modes, and prompt drift; rollbacks are one flag flip away. We optimize tokens and caching for predictable spend. Integration with CRMs, ticketing, and knowledge bases ensures adoption by real teams. The result is automation that your operations trust and your finance team appreciates.
- Retrieval‑augmented generation (RAG) with guardrails and evaluation
- Agentic workflows for back‑office ops, routing, and summarization
- Document AI: intake, classification, extraction, validation
- Voice/chat assistants integrated with CRMs, ticketing, data sources
- Security, PII redaction, prompts/keys management, observability
Fintech Platforms
We build regulated financial products that pass audits and delight users. Our teams implement digital banking, credit and underwriting flows, card issuing, payments, and wallets with clear ledgers. KYC/KYB onboarding, watchlist screening, and AML monitoring are integrated with case management and SAR workflows. We connect to core banking and payment rails (ACH, wires, RTP, card networks) with idempotent retries and reconciliation. Ledgers are double‑entry with immutable history and scalable posting engines. Disputes, chargebacks, limits, and fraud controls keep losses down while reducing false positives. We prepare reporting packs for compliance and regulators and wire audit trails for every movement. PCI and SOC2 controls are embedded in SDLC and infrastructure. Data residency, encryption, and key management keep customer data safe. You get a platform that can survive regulatory exams and still ship features weekly.
- Digital banking, lending, cards, payments, wallets
- KYC/KYB, AML monitoring, fraud, dispute workflows
- Core‑banking and payment rail integrations (ACH, wires, RTP)
- Ledgering, reconciliation, reporting, auditability
- Compliance automation and SOC2 readiness
Crypto & Trading Systems
We engineer low‑latency trading systems and secure crypto infrastructure. Matching engines and order books are designed for determinism, throughput, and fair sequencing. Market data pipelines deliver depth and trades in real time with robust backpressure handling. Custody flows cover hot, warm, and cold storage with HSMs or MPC and strict operational controls. On‑chain services, indexers, and alerting keep you in sync with network changes. Smart‑contract development follows formal testing and audits, and production monitoring tracks anomalies and protocol risk. Compliance includes KYT, Travel Rule integrations, and suspicious activity detection. Kill‑switches, circuit breakers, and disaster‑recovery drills are standard. We provide FIX/WebSocket APIs with versioning and sandbox environments for partners. The result is a platform institutions can integrate with and regulators can inspect.
- Matching engines, market data pipelines, WebSocket/FIX APIs
- Custody flows, multi‑sig/HSM, on‑chain services and indexers
- KYT/AML, Travel Rule integrations, treasury controls
- Monitoring/alerting, chaos and failover testing
Platform Modernization & Cloud Migration
We modernize legacy systems without stopping the business. A strangler pattern decouples domains and lets new services replace old ones safely. We containerize workloads, introduce service meshes where they add value, and right‑size environments for performance and cost. Data strategies cover blue/green migrations, CDC, and zero‑downtime cutovers. Observability and SLOs make reliability measurable and drive engineering priorities. CI/CD is simplified with trunk‑based development, automated testing, and progressive delivery. Performance profiling removes hotspots and caches the right layers. Security baselines, secrets management, and policy‑as‑code keep environments compliant. FinOps gives you visibility into spend and unit economics by service. Expect faster deploys, lower bills, and happier engineers.
- Monolith to modular services; containerization; Kubernetes
- Observability (metrics, traces, logs) and SLOs; error budgets
- Performance profiling and regression prevention
- FinOps and capacity planning; multi‑region architectures
Data Engineering
We deliver trustworthy, self‑serve data that powers decisions and AI. Our pipelines ingest from apps, databases, and SaaS tools with batch, CDC, and streaming patterns. Lakehouse architectures keep storage cheap and query performance high. We model data with dbt and enforce contracts, tests, and SLAs so downstream teams can rely on it. Lineage and catalogs make governance and impact analysis straightforward. Privacy by design includes PII classification, tokenization, and differential access policies. BI layers define metrics once for consistent dashboards across the org. Reverse ETL activates data back into tools where business users work. Cost controls and partitioning keep warehouses efficient as volumes grow. Documentation and enablement ensure your team can extend the platform independently.
- Streaming (Kafka), orchestration (Airflow), transformation (dbt)
- Data contracts, quality checks, lineage, governance
- Warehouses/lakes (BigQuery, Snowflake, Redshift, S3/Delta)
- BI dashboards with semantic layers and self‑serve metrics
Cloud & DevOps
We build platform foundations that make product teams fast and safe. Infrastructure‑as‑Code and GitOps standardize environments from day one. Golden paths, templates, and internal portals reduce toil and enforce best practices. Observability stacks ship with logs, traces, metrics, and SLOs so incidents are short and rare. Security baselines include network policies, secret management, and least‑privilege IAM. We implement progressive delivery (blue/green, canary) and automated rollbacks to de‑risk deploys. Autoscaling and right‑sizing keep performance predictable and cost in check. DR strategies, backups, and chaos drills prove resilience before an outage. Compliance evidence is automated to support audits. Your teams get a paved road; your users get uptime.
- IaC (Terraform, Pulumi), GitOps, golden paths, platform engineering
- Observability, incident response, SRE practices and runbooks
- Cost controls, autoscaling, disaster recovery and chaos drills
Team Augmentation
We embed senior engineers and cross‑functional squads that act as an extension of your team. Profiles include product management, design, frontend, backend, data, AI/ML, SRE, and QA. We align on goals, ownership boundaries, and ways of working to avoid vendor thrash. Delivery rituals—standups, demos, retros—are adapted to your cadence and tools. Quality gates, coding standards, and PR practices maintain a consistent codebase. We prioritize knowledge transfer, documentation, and progressive ownership so your internal team grows stronger over time. Timezone alignment and overlapping hours make collaboration in‑house simple. Security, NDAs, and access policies are handled professionally. Flexible ramp‑up/ramp‑down protects your budget as needs change. We support long‑term engagements and stay responsible for results, operations, and continuous improvement.
- Dedicated squads or individual experts; flexible engagement
- Timezone‑aligned collaboration; product, backend, frontend, data, SRE
- Delivery management, quality gates, and knowledge transfer