Frequently Asked Questions

We work across multiple industries—including fintech, healthcare, e-commerce, logistics, and SaaS. Our approach is to learn your domain quickly, align to your constraints (security/compliance), and build systems that fit how your teams operate.

We start with discovery workshops to define success metrics, scope boundaries, and delivery risks. Then we run an iterative delivery cadence with clear acceptance criteria, regular demos, and transparent progress reporting.

We focus on production outcomes: use-case selection, data readiness, model development, integration into your product/workflows, and MLOps (monitoring, retraining, governance).

Timelines vary based on data readiness, integration complexity, and quality requirements. We usually recommend a phased delivery (pilot → production) so you can validate value early and scale safely.

Yes. We use an iterative delivery model with a prioritized backlog, clear sprint goals, and frequent demos so you can validate direction early and often.

We use a structured change process: impact assessment, trade-offs (scope/time/cost), reprioritization, and approval before implementation. This keeps delivery predictable without blocking necessary change.

Flexible options: Fixed-price for defined scope, Time & Materials for agile development, or Dedicated teams for long-term partnerships.

We estimate based on scope, complexity, integrations, and quality requirements. If scope is still evolving, we recommend a discovery phase to reduce risk and produce a delivery plan with clear milestones.

We use modern security standards (encryption, key management, access controls) and design for crypto-agility—so algorithms and keys can be upgraded over time as standards evolve.

We can design and implement solutions aligned to compliance needs (e.g., HIPAA/GDPR) by applying appropriate controls, documentation, and security practices. Final compliance depends on the full operating environment, policies, and processes in your organization.

We triage issues by severity and define response expectations as part of the support plan. For business-critical systems, we can set up an escalation path and incident playbooks.

We plan for scale with performance testing, observability, and capacity planning. Post-launch, we iterate based on real usage data to improve reliability, cost, and user experience.

We use a mix of overlapping working hours and async updates (docs, recorded demos, tickets). We agree on meeting windows that work for your team and keep communication predictable.

Teams are right-sized to the work. A typical setup includes a project lead, engineers, QA, and (when needed) design and specialist roles (cloud, security, data).

Five-layer process: Peer reviews -> Static analysis -> Automated testing -> Manual QA -> Client UAT.

Getting started is easy! Simply fill out our contact form or schedule a free consultation. We'll discuss your needs, goals, and challenges, then create a custom proposal tailored to your project.

To provide an accurate quote, we need to understand your project scope, timeline, budget range, technical requirements, and business goals. The more details you can share, the more precise our estimate will be.

Timelines vary based on scope, integrations, and quality requirements. We’ll propose a phased delivery plan so you can validate value early and expand in controlled iterations.

We work with modern technology stacks including React, Vue.js, Node.js, Python, AWS, Azure, GCP, and more. Our team stays current with the latest frameworks and can recommend the best tech stack for your specific needs.

Yes! We offer various maintenance packages including bug fixes, security updates, feature enhancements, and technical support. We're committed to your long-term success beyond the initial launch.

Absolutely. We specialize in modernizing legacy systems, migrating to cloud platforms, and re-architecting applications with modern frameworks. We ensure a smooth transition with minimal disruption to your operations.

Yes, we provide dedicated teams that work exclusively on your projects. This model is ideal for ongoing development needs and long-term partnerships.

Yes! We have a dedicated Startup Accelerator program offering MVP development, technical consultation, and support to help startups launch and scale quickly.

We offer flexible pricing models including fixed-price projects, time and materials, and dedicated team engagements. The model depends on your project requirements, timeline, and budget constraints.

Our pricing includes project management, design, development, testing, deployment, and initial training. We provide transparent quotes with no hidden fees.

For many engagements we use milestone-based payments tied to delivery checkpoints. Terms depend on scope and engagement model, and we’ll confirm everything in the proposal before work begins.

Security is our top priority. We implement industry-standard encryption, secure authentication, regular security audits, and comply with regulations like GDPR, HIPAA, and SOC 2 as needed.

Yes, we build solutions compliant with GDPR, HIPAA, CCPA, and other relevant regulations. We implement necessary security measures and provide documentation for compliance audits.

Absolutely. We understand the importance of confidentiality and are happy to sign Non-Disclosure Agreements before discussing your project details.

We offer various support levels including bug fixes, security updates, feature additions, performance monitoring, and technical assistance. Support packages can be customized to your needs.

We define severity levels, escalation paths, and incident playbooks. This helps teams respond quickly and consistently when urgent issues occur.

Yes, we provide comprehensive training including documentation, video tutorials, hands-on sessions, and ongoing support to ensure your team can effectively use and maintain the solution.

We can provide ongoing support and monitoring based on your needs. If you require defined service levels, we’ll align on scope, response expectations, and responsibilities during onboarding.