solutions

AI solutions Robosoft can build end-to-end

Three practical product lines: RAG chatbot for knowledge-heavy businesses, AI video generation workflows, and Kampai — an AI platform for advertising assets. Less slideware, more deployed systems.

solution map

Each solution is scoped as a production stack: data layer, AI pipeline, admin workflow, integration surface, and measurable business output. Pretty cards without delivery paths are just expensive confetti.

01

AI chatbot with RAG

02

AI video generation solution

03

Kampai — AI advertising asset platform

solution_01

AI chatbot with RAG

A source-backed assistant that answers from company knowledge, not from vibes.

Robosoft builds website chatbots, internal copilots, and sales/support assistants that retrieve answers from approved documents, FAQs, product catalogs, CRM notes, policies, and operational data. The point is not to bolt a chat bubble onto a site and pray. The point is to control knowledge, citations, fallback behavior, and escalation.

LLMRAGVector DBFastAPIAdmin UIAnalytics

modules

  • Document ingestion for PDF, DOCX, FAQ, URLs, spreadsheets, and manually curated knowledge blocks.
  • Chunking, embeddings, vector search, reranking, source citation, and answer confidence gates.
  • Chat widget, internal operator console, conversation history, lead capture, and CRM/email routing.
  • Guardrails for unsupported questions, sensitive topics, hallucination control, and human handoff.

outcomes

  • ✓Customers get faster answers without waiting for staff to repeat the same script all day.
  • ✓Sales/support teams keep one knowledge base instead of five stale docs and a random group chat.
  • ✓Management sees unanswered topics, high-intent leads, and content gaps from conversation analytics.

delivery path

MVP starts with one knowledge domain and one chat surface. Production adds admin uploads, source review, role-based access, evaluation sets, logging, cost limits, and monitored deployment. Boring plumbing, yes. Also the part that prevents the bot from becoming a liability.

solution_02

AI video generation solution

Turn scripts, products, and campaign briefs into repeatable video production pipelines.

Robosoft can build AI-assisted video workflows for short ads, product explainers, social clips, training snippets, and localized campaign variants. Instead of asking a designer to manually rebuild the same asset twenty times, the system stores brand rules, script templates, scenes, voiceover options, captions, review state, and export presets.

Script AIVideo AITTSMedia QueueStorageReview UI

modules

  • Campaign brief intake: product, audience, hook, offer, tone, duration, language, and channel format.
  • Script and storyboard generator with scene blocks, shot notes, voiceover text, captions, and CTA variants.
  • Async render queue for AI video providers, image/video inputs, audio generation, subtitle burn-in, and exports.
  • Human review workflow with versions, approval status, brand constraints, and downloadable platform-ready files.

outcomes

  • ✓Marketing teams produce more video variants without turning every small edit into a mini production war.
  • ✓Campaigns can test hooks, captions, languages, and formats faster across TikTok, Reels, YouTube Shorts, and ads.
  • ✓Brand rules stay centralized so output does not look like it escaped from a template landfill.

delivery path

Start with a controlled workflow: brief → script → storyboard → generated draft → human approval → export. Then add provider fallback, queue retries, media library, watermarking, usage tracking, and cost reporting so the thing does not melt when people actually use it.

solution_03

Kampai — AI advertising asset platform

A platform for generating, organizing, and testing ad creatives at campaign speed.

Kampai is the Robosoft direction for AI-generated advertising assets: static banners, product visuals, social posts, headline sets, copy variations, thumbnails, and campaign kits. It combines brand kits, prompt templates, product feeds, creative history, and export formats so teams can generate assets without starting from a blank canvas every time.

KampaiImage AICopy AIBrand KitAsset LibraryExport API

modules

  • Brand kit: logo, colors, typography notes, tone of voice, product claims, forbidden words, and visual rules.
  • Creative generator for hooks, headlines, primary text, banner layouts, thumbnails, product backgrounds, and variants.
  • Asset library with campaign folders, tags, status, version history, favorites, and reuse across channels.
  • Export packs for Meta Ads, TikTok, Google Display, landing pages, email banners, and internal review.

outcomes

  • ✓Faster campaign asset production while keeping brand consistency and approval control.
  • ✓More A/B creative variants for performance testing without burning designer time on repetitive resizing.
  • ✓Reusable creative memory: winning hooks, product angles, audiences, and visual styles are stored instead of forgotten.

delivery path

Kampai should be built as a real SaaS module: workspace, users, brand kits, prompt templates, asset storage, generation jobs, approval states, and export rules. Not a random prompt box taped to an image API. That junk does not scale.

Built as products, not disposable demos

Built as products, not disposable demos

Robosoft can start with a thin MVP, connect real data and brand assets, ship behind authentication, then harden evaluation, monitoring, cost control, and operator workflows so the system keeps working after launch.

start

Need to digitize a workflow or integrate AI?

Send a short brief. Robosoft will respond with a practical implementation path: scope, stack, timeline, and risks.

Contact Robosoft