Agent systems for operations.
Agentic workflows doing real work inside your business — proposals from agents, decisions from people. A scoped pilot first, measured before anything scales.
What the practice does
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Process mapping & agent design
We sit with the actual work — tickets, documents, handoffs — and map where an agent genuinely helps and where it should never be. The design names each agent's job and its limits.
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Human approval-gate architecture
Every workflow ships with gates: a named person approves or stops each step. The gate is architecture, not a promise — the system cannot skip it.
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Integration with your existing stack
Agents work inside the systems you already run. Your accounts, your data boundary, no rip-and-replace.
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Run & measure, then scale
The pilot runs on real work with real numbers. What measured well scales; what didn't, stops. The decision is yours, on evidence.
The shapes we build most
- Agentic workflows with human gates
- Multi-step work — reading, deciding, acting across tools — with a person signing every consequential step. TheVibeManager
- Assistants over your own data
- Retrieval-grounded answers from your documents and records — the assistant cites what it read, inside your boundary.
- Document processing & extraction
- Unstructured files in, structured records out — checked by sampling, not by faith.
- Generation pipelines
- Long-form output produced in stages with review points — the pattern behind our own publishing product. InkSmith
- Named specialist agents
- Agents with one job each and a memory layer — the architecture all five of our products share. FameX
The stack this practice runs on
Marks are the honesty grammar: ● in production in our products or our own shop · ◐ under evaluation. Beyond these: the major model providers — vendor-honest, not vendor-loyal.
Every engagement runs the same method: an agent proposes, a person approves. Read the method →
Asked about this practice
How does an agent-systems engagement start?
One week of discovery. We map the process, the data and the risk — and the week ends with a plan and a price, in writing.
What does the pilot cost?
Fixed scope, fixed cost, agreed before work begins. We don't publish a rate card because pilots differ; we do put the price in writing in week one.
Can agents touch our production systems?
Only through the gates. Agents propose; a named person approves anything that ships or changes production. That rule has no exceptions — it is the method.
What happens to our data?
It stays inside the agreed boundary. Your accounts, your IP, and your data never train anything of ours.
The proof is not a slide. Every product we ship runs this exact architecture. Open the products →
Tell us what you're building.
Made with love in Naya Bharat