AI that knows what to do— because it was designed to
Builds AI agents for targeted use cases-driving outcomes, faster decisions, and scalable learning.
Why specificity wins
Generic AI ≠ Business value
Prebuilt chatbots and generic copilots often fail in enterprise settings. The issue? They don’t understand your data, your workflow, or your goals.
Agent framework
Agents that think, act, and adapt
Calsoft agents are not static bots. They’re adaptive entities orchestrated for continuous performance in changing business environments.
Our AIOps planning framework includes:
Modular architecture
Don’t retrofit. Architect.
We build flexible AIOps blueprints tailored to your existing systems—cloud, hybrid, or edge.
Modules include:
Deploy use-case agents 40% faster.
Model grounding & fine-tuning
Open source or proprietary—your call
We fine-tune AI agents using your proprietary data or domain datasets—ensuring accuracy, explainability, and brand alignment.
- LLaMA 2, Falcon, Mistral, GPT-J, T5
- OpenAI (GPT-4), Claude, Gemini (where applicable)
- Embedded RAG (Retrieval-Augmented Generation)
- Embedding models via SentenceTransformers, FAISS, LangChain
Tangible impact
How AI agents deliver value
| KPI | Calsoft Client Outcome |
|---|---|
| Time to Decision | ↓ 62% |
| Manual Workload Reduction | ↓ 48% |
| SLA Breach Risk | ↓ 38% |
| Customer Query Resolution Time | ↓ 67% |
| Legal Document Review Time | ↓ 70% |
How to start
From idea to agent in 30 days
Use Case Discovery
Identify the high-impact, repetitive or high-risk business workflows.
Data & Integration Mapping
Define what enterprise systems the agent will connect to and learn from.
Pilot Agent Build
Build a scoped version using LangChain or RAG with enterprise data.
Safety + Feedback Loop Setup
Deploy with human-in-the-loop overrides, access controls, and observability.
Scale & Automate
Promote successful agents to other departments or regions.
