Prashanth AI
Services

Full-stack AI & software engineering

From a single AI assistant to a full enterprise integration — we cover the whole stack, so you're not stitching together vendors.

Enterprise AI Development

We take an AI initiative from problem definition through to a production system your team actually relies on — architecture, data pipeline, model integration, evaluation, and the engineering discipline to keep it accurate after launch.

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What's included

  • Problem scoping & feasibility assessment
  • System architecture & data pipeline design
  • Model selection & integration (OpenAI, Anthropic, Gemini)
  • Evaluation harnesses against real queries
  • Production deployment & ongoing iteration

Retrieval-Augmented Generation

We build RAG pipelines that ingest your documents and knowledge bases, chunk and embed content, store vectors in a production-grade database, and retrieve the most relevant context for every query — with citations back to source material.

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What's included

  • Document parsing & structure-aware chunking
  • Embedding generation & vector storage (Pinecone, Qdrant, pgvector)
  • Hybrid semantic + keyword search
  • Source citation and traceability
  • Follow-up question handling with conversation history

AI Agents

Beyond chat, we build agentic systems that reason over a task, call tools and APIs through typed interfaces, and carry out multi-step workflows — with guardrails, observability, and human-in-the-loop checkpoints where it matters.

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What's included

  • Tool & function calling architectures
  • Multi-agent orchestration
  • Guardrails, validation & observability
  • Human-in-the-loop approval steps
  • Structured, auditable outputs

Knowledge Platforms

We design internal knowledge platforms that unify wikis, documents, and databases behind a single, permission-aware interface — so your team stops re-discovering answers that already exist somewhere.

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What's included

  • Multi-source ingestion & indexing
  • Permission-aware retrieval
  • Continuous re-indexing as content changes
  • Team-wide Q&A interface
  • Usage analytics on what's actually being searched

Document Intelligence

We build pipelines that parse dense, multi-format documents — contracts, drawings, filings — and extract structured data or grounded answers, ready to feed downstream systems without manual re-keying.

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What's included

  • Multi-format document parsing (PDF, DOCX, scans)
  • Table & clause-level extraction
  • Custom extraction schemas
  • OCR for scanned documents
  • API-first architecture for pipeline integration

AI Automation

We identify high-friction manual processes and replace them with reliable, AI-assisted automation — connecting your existing tools and data sources into workflows that run themselves, with a human approving what matters.

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What's included

  • Workflow mapping & process audits
  • Integration with existing SaaS tools
  • Event-driven automation pipelines
  • Human-in-the-loop approval steps
  • Error handling, monitoring & audit trails

Cloud-Native Software

We design cloud-native infrastructure and CI/CD pipelines that scale predictably, stay observable, and don't require a dedicated platform team to keep running.

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What's included

  • Infrastructure as code
  • CI/CD pipeline design (GitHub Actions)
  • Container orchestration (Docker)
  • Cost optimization & monitoring
  • Security hardening & backups

Custom Software Development

When off-the-shelf tools fall short, we design and build custom software tailored to your workflows, data model, and scale requirements — with clean architecture that's built to extend.

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What's included

  • Requirements & systems architecture
  • Full-stack application development
  • Database design & data modeling
  • Testing, CI/CD, and documentation
  • Long-term maintainability focus

Web Development

We build modern web applications and marketing sites using current best practices — server components, edge rendering, accessibility, and performance budgets baked in from day one.

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What's included

  • Next.js / React application development
  • Design systems & component libraries
  • Performance & Core Web Vitals optimization
  • Accessibility (WCAG) compliance
  • SEO-optimized architecture

Mobile Development

We build cross-platform mobile applications with Flutter that ship faster without compromising on feel — sharing a single codebase across iOS and Android where it makes sense, going native where it doesn't.

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What's included

  • Cross-platform (Flutter) & native development
  • Offline-first data sync
  • Push notifications & background jobs
  • App Store / Play Store release management
  • Analytics & crash monitoring

API Development

We design and build APIs that are consistent, versioned, secure, and genuinely pleasant to integrate against — whether they're powering your own frontend or third-party partners.

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What's included

  • REST & GraphQL API design
  • Authentication & rate limiting
  • Versioning & backwards compatibility
  • Interactive API documentation
  • SDKs & integration support

Enterprise AI Integration

We integrate AI capabilities into the systems your enterprise already relies on — CRMs, ERPs, document management, and internal tools — so adoption doesn't require ripping anything out.

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What's included

  • Legacy system integration
  • Single sign-on & enterprise auth
  • Data governance & compliance alignment
  • Change management & team training
  • Phased rollout planning

Not sure which service fits?

Tell us the problem you're solving — we'll recommend the right approach, even if that means a smaller scope than you expected.

Talk to an AI Engineer