Monoliths, microservices, or hybrid stacks—SaaS, web, and mobile. We target high-impact modules and interfaces first.
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Data Modernization & RAG Systems is our pragmatic path to modernization. We evolve your product and platform in place—refactor hotspots, expose APIs, streamline data paths, and layer AI capabilities (search, copilots, decisioning). Changes ship behind feature flags with measurable wins each release—no risky big-bang rewrite.
We start with baselines and SLOs, map dependencies, and choose a strangler pattern to peel off high-impact slices. Services are introduced with contract tests, caching, and observability. Canary/blue-green cutovers, performance budgets, and rollbacks keep upgrades safe while users see steady improvement.
A production thin slice: a refactored module (or service) with clean APIs, tuned queries, and telemetry; AI add-ons where valuable (RAG search, summaries, next-best-actions); documentation, runbooks, and a backlog to iterate. Results show up as faster flows, lower errors, and clearer KPIs.
Security and compliance first: SSO/SCIM, RBAC, secrets management, and audit logs. We align to enterprise practices (SOC 2/ISO) and define change controls, approvals, and evaluation gates. Cost/latency dashboards and error budgets ensure upgrades scale predictably across teams and regions.
Monoliths, microservices, or hybrid stacks—SaaS, web, and mobile. We target high-impact modules and interfaces first.
No. We plan zero-downtime releases with flags, canaries, and blue-green cutovers—guarded by automated checks and rollbacks.
Yes. We integrate with your repos, CI/CD, observability, cloud accounts, and security policies—no forced rewrites.
Baselines for latency, errors, and cost per request; business KPIs for conversion/retention/CSAT—tracked on shared dashboards.
Two weeks for assessment and a thin-slice plan; 8–12 weeks for a production upgrade with visible performance and UX gains.
Performance budgets, error budgets, and cost telemetry; evaluation gates, approvals, and rollback plans keep changes safe and predictable.
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