OBJECTIVE FINANCIAL IDEATION · API-FIRST

Objective, structured market context
for humans
and machines.

ObiFID is an objective financial ideation engine that transforms raw market data into structured, categorical context for LLMs, advisors, and financial systems. No client data, no execution, no recommendations — just deterministic signals your tools can reason over.

Request API access See how it works

API response — illustrative

Categorical, deterministic, audit-logged · no PII · no prices · no advice

📋

Output type

Categorical labels only — no numeric outputs, no forecasts, no recommendations

Compliant

🔒

Audit trail

Every response is versioned, timestamped, and reproducible — built for regulated environments

Audit-logged

⚡

LLM integration

Structured JSON output with defined schemas — drop into any LLM pipeline or advisor workflow

API-ready

What is ObiFID

Objective Financial Ideation,
delivered as structured market context.

ObiFID is an objective market-context engine: part machine precision, part human-oriented framing. It takes raw, numeric market inputs and produces objective, categorical context blocks — so LLMs, advisors, and financial applications can ideate safely without touching client data, positions, or execution.

Categorical Outputs Only

ObiFID returns structured labels and classifications — never numeric forecasts, price targets, or personalised recommendations. Every output is defined, bounded, and safe to pass downstream.

Deterministic & Reproducible

The same inputs always produce the same outputs. No probabilistic drift, no model ambiguity. Built for environments where consistency and auditability are non-negotiable.

Compliance-Safe by Design

No suitability assessments. No personalisation. No regulated advice. ObiFID is scoped to deliver market context — the kind that empowers downstream applications without creating regulatory exposure.

Audit-Logged Infrastructure

Every API response is versioned and timestamped. Your team, your clients, and your compliance function can trace every output back to its inputs — at any point in time.

"A compliance-safe context layer that gives LLMs and financial applications structured market awareness — without crossing into advice, personalisation, or regulated territory."

Designed for

LLM applicationsWealth platforms Advisory firmsFintech builders

ObiFID does NOT produce

✗ Numeric outputs, forecasts, or price targets

✗ Personalised recommendations or suitability assessments

✗ Regulated financial advice of any kind

Who it's for

Builders of disciplined,
context-driven financial experiences.

ObiFID is for developers, product teams, and financial firms that need objective, structured market context as an input — not a finished product for end investors.

🤖

LLM & AI Applications

Your financial LLM needs market context to reason well. ObiFID provides structured, categorical inputs that are safe to inject into prompts, retrieval pipelines, and agentic workflows — without ambiguity or regulatory risk.

→ Structured JSON schemas for LLM pipelines

→ Categorical outputs — no hallucination surface

→ Drop-in context for RAG and agent architectures

🏦

Wealth & Advisory Platforms

Your advisors need context, not raw data. ObiFID gives your platform a compliance-safe layer of structured market awareness that enhances advisor workflows without creating new regulatory obligations.

→ Compliance-safe — no suitability outputs

→ Audit-logged for regulatory review

→ Enhances advisor workflows, not replaces them

🛠️

Fintech Builders

You're building a financial application and need a structured context layer you can trust. ObiFID is API-ready, deterministic, and scoped precisely enough that your compliance team won't object to it.

→ REST API with versioned, stable schemas

→ Deterministic — same inputs, same outputs

→ Scoped to context, not advice

Why it's safe

Scoped precisely enough
for regulated environments.

ObiFID is designed from the ground up to operate inside regulated financial workflows without creating new compliance obligations for the teams that use it.

No numeric outputs

ObiFID returns categorical classifications, not numbers. No price targets, no return forecasts, no quantitative outputs that could be construed as investment advice or trigger suitability obligations.

No personalisation

ObiFID does not ingest or process individual investor profiles, holdings, or goals. Its outputs are market-contextual, not investor-specific — keeping it clearly outside the scope of personalised advice regulation.

Deterministic & versioned

Every output is reproducible. Every API response is versioned and timestamped. If a compliance team needs to reconstruct what context was delivered on a given date, the answer is always available.

No regulated activity

ObiFID is not a registered investment adviser, broker-dealer, or financial intermediary. It does not provide suitability assessments, execute transactions, or hold client assets. It is a structured data API.

⚖️

ObiFID produces categorical market context only — not investment advice, not personalised recommendations, not regulated outputs of any kind. What you build with it is your responsibility; what it delivers is ours.

How it works

One structured payload,
two surfaces: MCP tool and REST API.

ObiFID is designed to be simple to integrate and impossible to misuse. The API is scoped, versioned, and documented — built for teams that need to move fast without creating compliance debt.

Step 01

🔑

Request access

Submit your use case. We review integrations to ensure ObiFID is being used within its defined scope — categorical context for LLMs, advisors, and financial applications.

Access grantedAPI key issued · Use case reviewed · Schema docs provided

Step 02

📡

Call the API

A single REST endpoint. Pass a market identifier. Receive a structured JSON response with categorical classifications, a schema version, and a timestamp. No configuration required.

REST · JSON · VersionedStable schemas · Sub-second response · No setup complexity

Step 03

🧩

Inject into your pipeline

Use the structured output as context in your LLM prompt, advisor workflow, or application logic. The categorical labels are designed to be human-readable and machine-parseable.

LLM · RAG · WorkflowDrop-in context · No post-processing required

Step 04

📋

Audit with confidence

Every response is logged, versioned, and retrievable. Your compliance team can reconstruct exactly what context was delivered — at any date, for any call — with no gaps.

Full audit trailVersioned · Timestamped · Reproducible

REST

Single endpoint. Structured JSON. No client library required.

Numeric outputs, forecasts, or personalised recommendations — ever

100%

Deterministic — same inputs always return the same categorical output

Full

Audit log — every response versioned, timestamped, and retrievable

Contact

Tell us
what you're building.

ObiFID is in private early access. We review each integration to ensure it falls within the defined scope of the API. If you're building an LLM application, advisor platform, or fintech product that needs structured market context, reach out.

partners@obifid.com

Request API access

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Describe your use case

We review every request. We respond within two business days.

Request received. We'll review your use case and be in touch shortly.