TechNovaTEAM

AI Solutions

Custom AI features that ship to production and move real business metrics

We design and ship production-grade AI features that plug into your existing software and workflows. From RAG-powered knowledge assistants and document understanding pipelines to vision systems and workflow automation, we combine frontier LLMs with vector search, evals, and guardrails so your team gets measurable outcomes — faster support, lower handling costs, and fewer manual tasks. Every build is observable, testable, and tuned to your domain data.

Scope

What's included

Every ai solutions engagement covers these deliverables out of the box.

RAG Knowledge Assistants

Retrieval-augmented chatbots grounded in your docs, wikis, and databases with citations, access controls, and hallucination guardrails.

Document AI Pipelines

Extract, classify, and summarize PDFs, invoices, contracts, and forms using LLMs plus OCR with structured JSON output.

Workflow Automation Agents

Tool-using agents that read CRMs, trigger APIs, and complete multi-step back-office tasks with human-in-the-loop checkpoints.

Computer Vision Modules

Image classification, detection, and OCR services for inventory, quality control, and identity verification use cases.

Vector Search Infrastructure

Embedding pipelines, chunking strategies, and managed vector stores tuned for accuracy, latency, and cost at your data volume.

Model Routing and Evals

Provider-agnostic routing across OpenAI, Anthropic, and open models with offline evals, regression tests, and cost dashboards.

Secure API Integration

Streaming endpoints, auth, rate limiting, and PII redaction wired into your existing app, mobile client, or internal tools.

Observability and Guardrails

Prompt versioning, tracing, content filters, and feedback loops so you can monitor quality and iterate safely after launch.

Stack

Technologies we use

Production-tested tooling. We bring what fits your team — no buzzword soup.

OpenAI GPT-5Anthropic Claude 4.7Vercel AI SDKLangChainLlamaIndexPineconepgvectorQdrantNext.js 16Python 3.12FastAPIHugging Face TransformersPostgreSQLRedis

How we work

From discovery to deploy in 4–6 weeks

01.Discovery

We map your workflows and translate them into a concrete product blueprint.

02.Design

UI flows and system architecture documented before we ship a single line of code.

03.Develop

Modules built iteratively with weekly demos and a working main branch.

04.Test

Manual QA against acceptance criteria and automated tests on critical paths.

05.Deploy

Production rollout, team training, and a 30-day support window included.

Get started

Ready to start your ai solutions engagement?

Tell us about your project. We respond within one business day with a clear plan, price, and timeline.

Get started

Ready to ship the software your business actually runs on?

Tell us what you're building. We respond within one business day with a clear plan, price, and timeline.

16 industry CRMs shipped50+ clientsPK + UK presence