Planners and tool-using agents that run multi-step work inside your stack — with human checkpoints where it matters.
Platform · AI Agents
AI Agents & Products that do real work.
CodeSoul Labs builds agents, assistants, and automation for client products and for our own platforms — grounded, measurable, and production-ready. Useful over flashy.
Live panel
Agent network
Agent network · demo
- Planner · job scoped
- Tools · 4 connected
- Grounding · docs indexed
- Eval suite · running
- Human review · optional gate
Agents
Custom workflows
Assist
In-product chat
Eval
Before scale
Safe
Clear limits
What we build
Agents for clients — and for the lab.
Assistants grounded in your data and product surfaces — answers with limits, not open-ended hallucination theatre.
Event-driven loops for ops, support, and internal tools — visible, interruptible, and logged.
Firm products that prove the craft: Aether OS (Aether Core runtime) for agents, BharatRaksha for civic AI under pressure.
How we ship agents
Four steps. No mystery.
Success metrics, failure modes, and where a human must stay in the loop.
Connect data, APIs, and tools the agent is allowed to use — nothing more.
UI and workflows people actually open — not a buried demo notebook.
Latency, cost, safety rails, and quality bars before you roll out wide.
Capabilities
What goes into an agent system at CodeSoul Labs.
- 01Agent orchestration and tool calling
- 02Retrieval / grounding for firm and client data
- 03Multilingual assistants for India-scale products
- 04Workflow automation with audit trails
- 05Model routing across providers
- 06Evaluation harnesses and regression sets
- 07Safety policies and refusal paths
- 08Embeddable chat and agent UIs
- 09Ops dashboards for agent health
- 10Private deploy paths when required
Operator surfaces
Where teams watch, steer, and trust agents.
Agent console
Chat / assist UI
Tool registry
Memory & context
Eval lab
Logs & traces
Policy & safety
Product embed
TypeScriptPythonNext.jsFastAPIPostgresVector searchLLM APIsEval toolingVercel / cloud
Need an agent in your product?
Tell us the job, the tools, and the risk you will not accept. We reply with a clear build path.
Full start briefStart with AI
Interest defaults to AI agents — edit freely.
CodeSoul Labs
BuildwithCodeSoulLabs.
Tell us what you are building: a website, an app, software, or a product partnership. We will reply with clear next steps.