Nelfet.
Autonomous systems
Agentic AI
Autonomous agents that execute multi-step workflows across your stack with guardrails, approval gates, and a full audit trail.
100%
Actions logged and auditable
24/7
Unattended operation with guardrails
eval-gated
Task success scored before each release
overview
Agents plan, call tools, evaluate results, and adjust — without manual hand-holding at each step.
Every run is traced: inputs, tool calls, decisions, outputs. High-stakes actions pause for human review before execution.
Task success is measured against scenario-specific eval sets built from your workflows — not generic benchmarks.
what we build
01
Multi-step orchestration across tools, APIs, and internal systems
02
Human-in-the-loop approval gates before irreversible actions
03
Least-privilege tool access; model never touches raw secrets
04
Full run tracing and step-level regression evaluation
05
Structured escalation when agent reaches its limits
how it works
From input to outcome.
- 01
Plan
Agent decomposes goal into steps and selects tools.
- 02
Act
Each tool call runs with scoped credentials; response validated.
- 03
Check
Risky actions surface to a reviewer; agent holds state.
- 04
Trace
Every step logged; runs replay and score against eval criteria.
use cases
Common applications.
01
Back-office operations automation
Triages queues, reconciles records, escalates only ambiguous cases.
02
Customer resolution workflows
Looks up state, takes approved action, composes response end-to-end.
03
Research and competitive analysis
Gathers evidence across sources; produces a cited synthesis.
04
Data quality and deduplication
Flags inconsistencies, proposes corrections, applies after review.
05
Procurement and invoice processing
Matches POs to invoices, flags exceptions, routes approvals.
IndustriesLogistics & supply chainRetail & commerceFinance