AI Development Services — Production-Ready GenAI, RAG & Agents
ZANISS SOFTWARES designs and ships AI products that actually run in production — LLM-powered apps, RAG knowledge assistants, autonomous agents, computer vision and ML pipelines — on OpenAI, Anthropic, Azure AI Foundry, AWS Bedrock and open-source models, with the evals, guardrails and observability enterprises require.
Business outcomes you can measure
We engineer every engagement around increased efficiency, better performance, and consistent lead generation for your business.
LLM & GenAI Apps
Copilots, chat assistants, summarisation and content generation built on best-fit models.
RAG That Works
Hybrid search, reranking, citations and evals — answers grounded in your data, not hallucinated.
Autonomous Agents
Tool-using agents that book, query, automate and act — with human-in-the-loop controls.
Guardrails & Evals
Prompt-injection defence, PII redaction, eval harnesses and golden-set regression testing.
Modern, battle-tested tools we build with
We pick the stack that matches your scale, team skills and long-term maintenance budget — never a trend-chasing rewrite.
Domain expertise across your vertical
We've shipped ai development projects across regulated, high-stakes industries — so we already know the constraints your team is fighting.
FinTech & Banking
PCI-DSS-aware payment flows, lending platforms, treasury & RegTech dashboards.
Healthcare & MedTech
HIPAA-aligned EHR, telemedicine, patient portals, HL7/FHIR integrations.
E-commerce & Retail
Headless storefronts, OMS, loyalty engines, ERP-connected catalogue sync.
Logistics & Supply Chain
TMS, WMS, last-mile tracking, driver apps, real-time route optimisation.
Real Estate & PropTech
Listing portals, CRM, broker apps, virtual tours, lease management.
Education & EdTech
LMS, live-class platforms, assessment engines, parent portals.
Manufacturing & Industry 4.0
MES, IoT dashboards, plant ERP modules, predictive maintenance.
SaaS & Startups
Multi-tenant MVPs, billing, RBAC, white-label and partner portals.
Travel & Hospitality
Booking engines, OTA & GDS integrations, PMS, loyalty programs and traveler mobile apps.
Everything you need, end to end
As a trusted ai development partner serving clients in Ahmedabad, across Gujarat, and globally, we deliver complete solutions — not piecemeal handoffs.
Discuss your project- AI opportunity audit + ROI-prioritised use-case shortlist
- Production LLM apps with auth, RBAC and audit logs
- RAG pipelines: chunking, embeddings, vector store, rerank, citations
- Multi-agent workflows with LangGraph / Semantic Kernel / OpenAI Agents
- Fine-tuning, distillation and on-prem open-source model deployment
- Computer vision: OCR, defect detection, video analytics
- Eval harnesses, observability (Langfuse/Helicone) and cost controls
Where this service drives real ROI
Internal Knowledge Copilot
Ground a chat assistant in SharePoint, Confluence, PDFs and tickets — with role-based access and source citations.
Customer Support Agent
Resolve tier-1 tickets, draft replies and trigger workflows in Zendesk / Intercom / Freshdesk.
Document Intelligence
Extract, classify and validate data from invoices, contracts, KYC and medical records at scale.
How we deliver, every time
Use-Case Discovery
Workshops to pick the 2–3 AI bets with the clearest ROI and lowest risk.
Prototype & Eval
4–6 week PoC with a golden eval set so quality is measured, not assumed.
Productionise
Auth, RBAC, observability, cost caps, guardrails and human-in-the-loop.
Scale & Improve
Continuous eval, fine-tune / prompt tuning, model upgrades and FinOps.
Transparent investment ranges
Every project is scoped individually, but here are honest ballparks so you can budget before our discovery call. Final quote is fixed in writing — no surprises.
AI PoC / MVP
4–8 week proof of concept with eval set — RAG bot, copilot or document AI.
- Use-case workshop + eval set
- Working PoC on your data
- Eval + cost report
- Hand-off or path to production
Production AI App
Productionised GenAI app with auth, guardrails, observability and SLAs.
- Dedicated 3-person AI pod
- RBAC, audit logs, PII redaction
- Eval harness + observability
- 3-month hyper-care
Enterprise AI Platform
Multi-use-case AI platform, fine-tuning and on-prem / VPC deployment.
- Solution architect + ML eng
- Fine-tuning / distillation
- On-prem or private cloud
- 24×7 SRE + governance
Indicative ranges in USD. Indian-domestic projects are billed in INR at equivalent value. We also offer dedicated-team monthly engagements — ask during your free consultation.
Frequently asked questions
OpenAI, Anthropic, Azure or open-source — which do you use?
We're model-agnostic. We pick per use-case based on accuracy, latency, cost, data-residency and licensing — often a routing layer across multiple providers with a Llama / Mistral fallback for sensitive workloads.
How do you stop hallucinations?
Retrieval-augmented generation with hybrid search + reranking, strict citation requirements, structured output validation, and an eval harness that blocks regressions before deploy.
Can the AI run on our own infrastructure?
Yes. We deploy open-source models (Llama 3, Mistral, Qwen) on Azure ML, AWS Sagemaker, GCP Vertex or on-prem GPU clusters when data residency or cost requires it.
How do you handle PII and compliance?
PII redaction before prompts, encrypted vector stores, tenant isolation, audit logs and HIPAA/GDPR-aware data flows. We never train on your data without explicit consent.
What does an AI MVP cost and timeline look like?
Most production AI MVPs ship in 6–12 weeks for $20K–$60K. Enterprise rollouts with fine-tuning, on-prem hosting and SSO are 4–6 months.
Related services & resources
Custom Software Development
Wrap AI in the workflows and integrations your business runs on.
Data Engineering
Pipelines, warehouses and feature stores that feed your AI.
SaaS Development
AI-native SaaS products built multi-tenant from day one.
Cloud Solutions
GPU infrastructure, FinOps and managed ops for AI workloads.
Ready to grow your business?
Book a free 30-minute consultation. We'll map your goals to a clear, actionable roadmap — no obligations.