Full-stack software. AI powered when it matters.

Bytevola is a software studio focused on delivering robust products web, APIs, cloud and integrating pragmatic AI (NLP, Document AI, search, agents) where it actually drives outcomes.

Get a quote What we do

Services

From prototype to production. We meet you where you are and ship in small, reliable increments.

NLP Pipelines

Classification, entity extraction, summarization, RAG built for your data and latency needs.

Document AI

PDF/scan ingestion, OCR orchestration, schema extraction, validation and human-in-the-loop.

Search & Recommendations

Hybrid vector+keyword search, ranking models, personalization and analytics.

Agents & Automation

Task-specific agents with memory, tool use and guardrails that actually stay on-task.

MLOps & Infra

Eval harnesses, monitoring, shadow deployments, A/B tests, and cost control.

Trusted by teams building modern products

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Capabilities

We’re a software company first with a sharp focus on where AI adds leverage.

Full‑Stack Development

React/Next.js, Node/FastAPI, relational + vector DBs, clean APIs and documentation.

Cloud & DevOps

Docker, CI/CD, monitoring, IaC, scalable and cost‑efficient deployments on AWS/GCP.

Data Platforms

Pipelines, feature stores, eval harnesses, analytics for product and ops.

NLP & Document AI

Extraction, summarization, RAG, OCR orchestration with quality guardrails.

Search & Ranking

Hybrid vector + keyword search, learning‑to‑rank, personalization.

Agents & Automation

Tool‑using agents with memory and safety for workflows that matter.

Our process

Step 1

Discover

90‑minute workshop to define outcomes, constraints, and data realities.

Step 2

Design

Choose models, evals, and KPIs. Draft a thin slice that delivers value.

Step 3

Build

Implement, iterate with offline/online evals, add guardrails and tests.

Step 4

Ship

Deploy behind a feature flag, monitor, and A/B test. Then scale.

Case studies

A few snapshots of what we build. Want something similar? Let’s talk.

Invoice AI

Reduced manual processing by 70% using OCR + NER + validation rules.

Semantic Search

Improved CTR by 23% with hybrid search and learning-to-rank.

Support Triage

Auto-route emails with a multi-label classifier and confidence gating.

About Bytevola

We’re a Sri Lanka based software studio. We build reliable products end to end and use AI where it makes a measurable difference. We love fast feedback loops, clear metrics, and shipping value in weeks not quarters.

Let's work together

Tell us a bit about your project. We typically reply within 1–2 business days.