Financial grounding infrastructure

From market noise to intelligence an AI can prove.

Helix turns fragmented financial sources into fresh, attributable context — then hands your agent an answer with its evidence still attached.

Open Studio
Source-linkedProvider and timestamp stay visible.
Missing stays missingNo number is filled in by guesswork.
Built for agentsStructured context in one request.
Helix grounding trace Representative replay
  1. Question
  2. Sources
  3. Core
  4. Assembly
  5. Grounding
  6. Evidence
  7. Answer
02 · selected sourcesquestion-specific inputs
FREDSEC EDGARECB / FREDBEA / FREDBLS / FREDMARKETDOCUMENTS
Helix Core: ready for data
Helix Corecontained intelligence · idle
07 · agent layersourced output
AIResearch agentwaiting for context
Credit conditions tightened modestly. High-yield spreads moved wider while investment-grade remained contained. The move is recent, but not yet a broad stress signal.
01 · FRED HY OAS02 · ECB bulletin03 · market context
Ready to run0 / 7
System contract / v1

What enters, what changes, what leaves.

Provider boundaries retained
Helix operating contract
StageReceivesOperationEmits
01 / INGESTEnabled source recordsCollect observations; retain provider and observed time.Attributed observations
02 / ASSEMBLEQuestion + qualified observationsNormalize, validate and fuse; preserve explicit gaps.Structured context
03 / DELIVERContext + evidence mapAttach provenance and rights metadata.Sourced agent payload
The system behind the answer

Every movement maps to a real operation.

The Core is quiet when the system is quiet. It activates only as sources arrive, context is assembled and evidence is attached. Motion is product state — never decoration.

  1. 01 / RECEIVE

    Ingestion

    Enabled collectors receive only the observations required by their source contracts and product scope.

    INProvider observations→OUTCollected records
  2. 02 / ALIGN

    Normalization

    Symbols, units, field names and observation times are aligned without erasing the original provider.

    INCollected records→OUTNormalized fields
  3. 03 / QUALIFY

    Validation

    Availability, timestamps, malformed values and configured rights controls determine what may continue.

    INNormalized fields→OUTQualified records
  4. 04 / JOIN

    Fusion

    Related observations are joined across macro, filings, documents and market context while source boundaries remain visible.

    INQualified records→OUTEvidence set
  5. 05 / CONTEXT

    Grounding

    The question selects a compact, structured context. Missing sections remain explicitly unavailable.

    INEvidence + question→OUTGrounded context
  6. 06 / MAP

    Citation

    Supported values retain source, provider and observation metadata; attribution is not presented as a licence.

    INGrounded context→OUTEvidence map
  7. 07 / DELIVER

    Response

    The agent receives the usable answer and its evidence envelope, with uncertainty and gaps intact.

    INContext + evidence→OUTSourced response
Packet state · collected observationsScroll to inspect each transfer
The window into Helix Intelligence

Trust should be visible, not implied.

The terminal exposes the envelope around every grounded output: where it came from, when it was observed, what was missing and how the request moved through the system.

  • Source attribution next to the claim
  • Freshness and provider metadata
  • Grounding trace, not hidden chain-of-thought
  • Rights and audit status separated from confidence
Helix Intelligence / AskIllustrative envelope
QUESTIONWhat changed in credit markets today?
Grounded context ready

High-yield credit conditions tightened compared with the previous observation, while investment-grade movement remained more contained.1 The change is recent; the stored context does not classify it as a broad stress regime.2 Missing issuer-level observations remain explicitly marked rather than estimated.3

1ICE BofA US High Yield Index Option-Adjusted SpreadFRED
observed
2Helix market-stress context · mechanical classificationDERIVED
timestamped
3Payload completeness reportHELIX
generated
Developer experience

From empty project to grounded context in one call.

Use the live Studio to inspect the exact payload, then copy the integration pattern in your language. Your agent keeps the reasoning; Helix supplies the facts and their provenance.

GET/agent/context?symbols=NVDA&citations=trueOpen live playground →
from helix import HelixClient

hx = HelixClient(api_key="hx_...")
context = hx.get_context(
    ["NVDA"],
    depth="standard",
    citations=True,
)

print(context["data_provenance"])
Example response viewer 200 · grounded
{
  "ts": "2026-07-12T08:42:16Z",
  "scope": "general_market_information",
  "regime": {
    "label": "calm",
    "source_refs": ["src_01"]
  },
  "tickers": { "NVDA": { … } },
  "missing_data": {},
  "data_provenance": [{
    "source": "FRED",
    "observed_at": "…",
    "confidence": "high",
    "rights_status": "reviewed"
  }]
}
● CompleteStatus 200Structured JSONTiming shown in Studio
01 · Get a keyFree, no card. The key is shown once and stored in your project environment.
02 · Inspect the payloadChange symbols, depth and modules in Studio. Pretty and raw views stay available.
03 · Connect your agentCopy Python, TypeScript or cURL. Sessions and streaming patterns are documented.
Response control register

Evidence envelope fields

The payload states what Helix can establish and keeps its verification limits explicit.

Context response fields
Controls carried by a Helix response
ControlPayload fieldsEstablishesDoes not claim
Sourceprovider_original · source_keyNamed transport and original provider.Independent verification.
Timeobserved_at · generated_atObservation time and generation time remain distinct.Real-time availability.
Groundingconfidence · missing_dataA provenance class and any reported gaps.Truth, completeness or suitability.
Rightsrights_status · licence_inferredConfigured policy and review status.A licence or compliance certification.
Early access pricing

Start with one grounded request.

The free plan is enough to inspect Helix. Move up when your agent needs production context, sessions and observability.

Explore
Free
€0
Prototype with core data
  • 250 requests / day
  • Quotes, technicals, macro and sectors
  • Terminal and daily brief
  • Source and freshness metadata
Get my key
Builder
Developer
€15/month
Run an agent in production
  • 25,000 requests / day
  • /agent/context grounding payload
  • Document search and read
  • Daily brief by email
Get Developer →
Agents
Agent Pro
€49/month
Deploy agent workflows 24/7
  • 50,000 requests / day
  • Sessions and webhooks
  • Watchlist brief
  • Observability dashboard
Get Agent Pro →
Add-onHelix Guard · €29/month

Technical validation of generated claims against stored context. It is not legal review or compliance certification.

Add Guard →