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Agent API Orchestration · in pilot

Access your internal APIs in natural language.

Agent API Orchestration connects natural-language requests to secure API workflows, allowing business users to query data, run reports, and automate tasks without writing code.

agent.nwl-tech.com
USER INTENT "Reconcile fund positions vs. custodian, daily." OUTPUT recon_2026-05-04.csv 12,847 rows · 0 errors + n8n workflow.json Agent API ORCHESTRATOR Positions API /v2/positions Custodian API /holdings Risk API /exposures Reference Data /instruments JWT · short-lived

Est.

Founded in 2016

Domain

Financial Software Delivery

Capability

API Orchestration

Posture

Secure Automation

What We Do

Software for Financial Workflows

We design and build custom internal applications for financial teams, with practical delivery experience around fund reconciliation and valuation workflows, portfolio and inventory data, risk-related tooling, operational reporting, and data integration projects.

  • Reconciliation
  • Valuation
  • PMS / OMS
  • Risk
  • Reporting

Data Workflow Automation

We help teams replace repetitive CSV, Excel, and manual API processes with reliable, traceable, and maintainable automation pipelines.

CSV Excel Manual Pipelines
Flagship

Agent API Orchestration

We develop an orchestration layer that lets authorised users query internal APIs in natural language, combine datasets, apply business rules, and generate structured outputs such as CSV, JSON, or n8n workflow definitions.

Learn More

What Agent API Orchestration Enables

Authorised users describe the result they need in natural language. The Agent API understands the intent, builds an execution plan, retrieves data from multiple systems, applies transformations (join, filter, pivot), and produces a structured output (CSV, JSON, or n8n workflow).

Step 01

User Intent

Describe your request in natural language.

prompt

"List positions valued above 5M EUR by issuer."

Step 02

Agent API

Builds execution plan and transforms data.

plan→ resolve endpoints
joinpositions × instruments
filtervalue > 5_000_000
Step 03

Internal APIs

Retrieves structured data securely.

200/v2/positions
200/v1/instruments
200/v1/issuers

Structured output — delivered as a structured artefact your tools can use directly.

.csv .json n8n workflow

Real-World Use Cases

Case 01

Portfolio Reporting Automation

Ask for a portfolio report in natural language. The orchestrator queries the relevant APIs, applies joins and calculations, and produces a structured CSV.

Case 02

ESG and Risk Data Workflows

Combine inventories, instruments, issuers, and ESG or risk metrics to produce structured outputs with auditable calculation rules.

Case 03

Data Reconciliation

Compare datasets from multiple internal systems, identify differences, and export results for operations teams.

Case 04

Regulatory and Operational Reporting

Automate repeatable data-gathering and formatting tasks where traceability, validation, and consistency are important.

Case 05

n8n Workflow Generation

Generate reusable workflow definitions for recurring tasks such as daily monitoring, API-to-API synchronisation, and multi-step data preparation.

Agent API Orchestration — Key Features

Natural-language access to existing APIs

Business users can ask for data, reports, comparisons, and transformations without writing code or knowing every API endpoint.

Multi-API data orchestration

The Agent API can plan and execute workflows across several internal APIs, joining, filtering, aggregating, pivoting, and transforming datasets.

Structured, reusable outputs

Results delivered as CSV or JSON for reporting, reconciliation, or audit. The platform can also generate n8n workflow definitions for recurring automation.

Security-aware architecture

Designed around delegated identity, short-lived tokens, central control, and auditability. Sensitive data does not need to be sent to the LLM.

Bring Your Own LLM

Compatible with multiple LLM providers, helping clients reduce vendor dependency and adapt as enterprise AI strategies evolve.

Minimal changes to existing APIs

Designed to reuse existing API investments. Integration typically focuses on endpoint description and JWT-compatible authentication.

Benchmark

Benchmark-driven delivery

Evaluated with a reproducible regression suite of 37 test cases across 3 complexity levels. The benchmark validates retrieval, joins, aggregations, pivots, and multi-step analytics against strict CSV output contracts. Reliability is visible before production.

Pass rate by complexity 37 cases · GPT-4.1 · 86.5% overall
Simple (10 cases) 100%

Data retrieval, joins, filtering — operational reporting.

Intermediate (15 cases) 93%

Aggregations, pivots, weighted metrics, date comparisons.

Complex (12 cases) 67%

Multi-level analytics, cross-portfolio logic, ranking.

GPT-4.1 reference model · 37 cases · 2 runs · April 2026.

Why Work With NWL Technology

A small, focused team that has shipped financial software for nearly a decade — now applying that discipline to natural-language API orchestration.

01

We understand financial software delivery

Hands-on experience in asset-management, hedge-fund, and private-banking software environments — including reconciliation, PMS/OMS integration, risk systems, and reporting automation.

02

We focus on pragmatic integration

Our goal is to make existing APIs more useful, not to force a large platform replacement. We work with your current systems and operational constraints.

03

We build with security and auditability in mind

AI adoption is only useful if it respects identity, permissions, traceability, and data-control requirements. These principles are built into the architecture.

04

We are transparent about maturity

The Agent API is already strong for operational reporting and core analytics. Complex multi-step analytics require appropriate safeguards such as validation and human review.

05

We co-innovate with pilot partners

We are looking for strategic pilot companies that want to apply Agent API orchestration to real business challenges and help shape the product.

Looking to validate orchestration on your own data flows?

Discuss a Pilot
Now accepting pilot partners · 2026

Co-innovate with us on real-world API orchestration

We are looking for strategic partners to validate Agent API orchestration on real infrastructure and business workflows. The pilot program is designed for organisations with existing APIs, manual reporting processes, and a need to improve user autonomy without compromising security.

  • Make better use of APIs already deployed inside your organisation.
  • Test natural-language orchestration on your own data flows and operational constraints.
  • Reduce internal R&D complexity by working with a focused technology partner.
  • Influence the roadmap around your real business needs.
Discuss a Pilot

About NWL Technology

Amaël Noel

Amaël Noel

Founder · Senior C# / .NET Tech Lead

Issy-les-Moulineaux · Paris

Founded in 2016 and based in Paris, NWL Technology provides custom software development and data-orchestration consulting for financial teams. NWL is led by Amaël Noel, a senior C#/.NET developer and technical lead with experience delivering software in asset-management, hedge-fund, investment-management, and private-banking environments.

We combine this financial-software background with a pragmatic approach to AI orchestration: helping clients turn existing APIs into secure, auditable, and actionable business workflows using natural language — without positioning the solution as an autonomous investment decision system.

Ready to make your internal APIs more useful?

Let's discuss your workflows, your existing APIs, and where Agent API orchestration could create value.

Issy-les-Moulineaux, Paris — France
linkedin.com/company/nwltech

We respond to every serious enquiry, usually within two working days.

Your information stays with us — never shared with third parties.