RAG the Right Way
Chunking, hybrid search, evaluation and safety guardrails.
We deliver production‑ready Laravel platforms, AI copilots & RAG, elegant brand/UI, and fortified servers. Clear scope, reliable sprints, measurable outcomes.
End‑to‑end delivery or focused engagements—software, AI, graphics, and servers.
Admin portals, customer dashboards, analytics, multi‑tenant SaaS.
REST/GraphQL, auth (JWT/OAuth), versioning, rate limits, docs & observability.
RAG chat, extraction, agents, tools, evaluation harnesses, guardrails.
Brand kits, landing pages, dashboards, motion assets and UI systems.
Linux hardening, Docker/K8s, backups, disaster recovery, cost control.
SLAs, incident response, patching, tuning and roadmap delivery.
Where we bring the most leverage.
Authenticated dashboards, billing, notifications, support and reports.
Search across PDFs, docs and data; ask questions with RAG and tools.
Real‑time metrics, anomaly detection, and CSV/Excel exports.
Products, plans, usage billing, tax/VAT and dunning workflows.
Compliance‑friendly deployments with backups and restores.
Identity systems, campaign visuals, and social media kits.
Experience across regulated and high‑growth spaces.
Wallets, KYC, ledger accuracy, audit logs, and real‑time status.
Multi‑tenant foundations, team features, plans, metering and analytics.
CMS, asset pipelines, performance and global delivery.
Privacy, RBAC, audit trails, and controlled data flows.
LMS features, grading, content libraries, and reporting.
Catalogs, search, cart/checkout and marketing integrations.
Secure‑by‑default practices to protect your business and users.
| Area | What we provide | Outcome |
|---|---|---|
| Privacy | DPA templates, data mapping, retention plans | GDPR‑friendly workflows |
| Access | RBAC, SSO, audit logs, IP allow‑lists | Traceability & least privilege |
| Reliability | Backups, SLOs, synthetic checks | Sustained uptime |
| Data | Encryption at rest/in transit, KMS | Confidentiality & integrity |
A predictable path from idea to production.
Goals, constraints, success metrics, and a first‑pass scope.
System design, data models, and delivery plan with PoCs for risks.
Demoable increments, CI/CD, tests, and weekly outcomes.
Security review, performance tuning, observability and backups.
Production rollout, monitoring and incident response playbooks.
Roadmaps, A/B tests, and continuous improvements.
Highlights from SaaS, finance, analytics, and media.
RAG chat over 200k docs with hybrid search, tools and evaluation harness.
Subscriptions, usage billing, tax & invoices, dunning, Stripe webhooks.
Simple plans. Transparent delivery.
Fixed-scope MVPs & integrations.
Ongoing sprints, new features reliably.
Complex systems with compliance.
Notes, guides and architecture patterns.
Chunking, hybrid search, evaluation and safety guardrails.
Data isolation, roles/permissions, and billing architecture.
SLOs, synthetic checks, and incident playbooks.
Tell us about your project. We’ll reply by email.
We translate goals into a clear delivery plan.