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RAG & Enterprise Knowledge AI
Retrieval-augmented generation over your documents, tickets, wikis and databases — with hybrid search, reranking, citations and evaluation harnesses that keep answers grounded.
Solutions
From Knowledge Search to Autonomous Agents
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AI Agents & Workflow Automation
Agents that act, not just answer: multi-step workflows across your CRM, ERP and internal tools with tool-use guardrails, human-in-the-loop approvals and full audit trails.
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Enterprise Copilots
Role-specific assistants for support, sales, engineering and operations — integrated with your identity provider and permission model, so users only see what they should.
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Fine-Tuning & Model Adaptation
LoRA/full fine-tunes of open-weight models on your domain data — when benchmarks show it beats prompting, and only then. Includes data curation and eval design.
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Private LLM Deployment
Open-weight models served on your infrastructure — on-prem or VPC — so prompts and data never leave your control. The default choice for BFSI, healthcare and government clients.
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Multilingual & Voice AI
Assistants that work across dozens of languages — speech-to-speech pipelines for support lines, field operations and citizen services worldwide.
How We're Different
Built on Evaluation, Priced on Reality
Two disciplines set our GenAI work apart. First, evaluation-driven development: before we build, we define measurable success criteria on your data, and every iteration is scored against them. Second, cost engineering: because we benchmark serving stacks for a living, the systems we ship run at a cost per query you can sustain — not a demo bill that explodes at scale.
- Model-agnostic. Anthropic, OpenAI, Google or open-weight models — chosen by benchmark, not habit.
- Security-reviewed. Prompt-injection defenses, data-leakage controls and audit logging by default.
- Production SLAs. Latency, availability and quality targets in the contract, not the fine print.
- Your team enabled. We hand over evals, docs and training so you can own it.
Have a GenAI Use Case in Mind?
Bring it to a free scoping call. We'll tell you what it takes to build, what it will cost to run, and whether it's worth doing at all.
Scope It with Us