AIONLease the analytical engine.
Retain control of the decision.
Evaluate dedicated Rust Greeks and indicators, a second-stage Edge assessment, and a Full Engine Lease with five proprietary strategy families. Choose a complete analytical workflow or the components your team needs.
Full Engine, White-Box, dedicated streams and replay remain proposed commercial contracts, pending legal review and tenant-isolation acceptance. They are not currently orderable.
AION Analytics Private Limited
Who is this for?
Quantitative funds, proprietary trading desks, boutique Research Analysts and fintech teams can evaluate the components against their own data, workloads and controls. This is for teams assessing sub-second processing requirements and deciding what to build, host or license. Performance acceptance is specific to the proposed deployment; no sub-second service guarantee is implied.
Quantitative funds and proprietary desks
Evaluate a Full Engine workflow or processed Greeks and indicators for your own detector.
Boutique Research Analysts
Assess event interpretation and reproducible analytical outputs within your authorized research workflow.
Fintech engineering teams
Compare Hosted, BYOC and On-Premise options around your integration, tenancy and data-custody requirements.
Six commercial paths, each with a defined scope
Standalone IMI remains caller-supplied-headline REST access. Existing Edge Engine REST remains an independent product. White-Box and Full Engine leasing would expose authorized processed outputs through separate customer deployments, never a shared AION private brokerage feed. Strategy methods, model weights, thresholds and source code are not part of this public description.
Standalone IMI - live REST
This tier is for the Standalone IMI REST API. The customer supplies their own news headlines.
One submitted permitted headline (optional article text, if supported) produces structured event and sector impact analysis. This tier does not include AION-operated live news ingestion, live WebSocket event streams or Edge Engine entitlement.
Published APIHistorical Edge replay - proposed
Professional / Quant Research is intended to add separately approved historical Edge assessments and reproducible research delivery. It requires customer-supplied headlines for IMI. Replay data must be licensed and isolated from AION's live trading system.
Not an active entitlementIntraday IMI Pipeline - institutional proposal
This tier includes the Intraday IMI Pipeline with live news feed ingestion, real-time event processing, and dedicated WebSocket streaming in the proposed contractual service scope. Ingestion is restricted to explicitly authorized feeds; no general live streaming entitlement exists before contract and acceptance.
Proposed: rights and acceptance requiredEdge Engine REST - independently scoped
Edge Engine already has a separate, paid index-option REST product. A contractual live institutional signal stream, if approved, would require additional governance, source rights and tenant-isolation testing. No automatic trade execution, broker order routing, advice or model source is supplied by this leasing page.
Separate access / service reviewWhite-Box Lease - client-owned detection
Bring your own proprietary strategy. AION proposes a licensed customer-isolated Rust compute stream for processed Greeks and indicators, with optional independent Edge Heuristics + native ML assessment on client-submitted candidate metadata. The client does not need to provide strategy source code; confidentiality depends on the agreed payload and logging policy.
WSS /v1/stream/greeks · REST /v1/edge/evaluate
Proposed: contact to evaluateFull Engine Lease - five strategy families
Public family categories describe the proposed scope. Strategy methods, parameters and implementation remain proprietary.
WSS /v1/signals/execute
Proposed: no live customer entitlementFull intraday engine, selectively licensed
The proposed Full Engine brings Rust computation, five proprietary strategy families, Edge Heuristics and native Edge ML into one contracted analytical workflow. A measured isolated warm decision gate reached 0.675 ms p50 and 2.83 ms p99 including Redis. This measures the gate alone, not the complete feed-to-WebSocket path or a customer SLA. Read the measurement scope.
Lease the full analytical stack or evaluate individual components. Formulas, weights, triggers and detector methods remain proprietary.
Rust compute layer
Low-level computation of authorized, versioned indicator and option-Greek outputs from a client-permitted source. Calculation unit contracts, required windows, freshness and missing inputs require acceptance testing. No unlicensed raw feed delivery.
Five strategy families
These five public categories describe the proposed commercial scope. Exact family versions and instrument coverage are agreed during evaluation; internal logic, triggers, weights and formulas remain proprietary.
- S1Intraday Momentum
Trend continuation - S2Mean Reversion
Fading extremes - S3Volatility Breakout
Range expansion - S4Greeks Scalping
Delta / Gamma / Theta - S5Event-Driven
Earnings, macro, order flow
Family selection and agreed configuration would be included in the deployment schedule only after acceptance. These customer controls are proposed.
Edge Heuristics + native ML
Two ordered analytical gates review candidate eligibility and supported edge assessment. A refusal, absent input or stale state must not be converted into an approved signal. Internal performance of one gate does not certify the whole streaming chain.
Contracted signal delivery
WSS /v1/signals/execute is a proposed signal publication path after strategy and Edge gates. The word execute in the route name does not mean AION places broker orders. Client order handling and regulatory responsibilities are separately scoped.
Your strategy remains yours. Lease the computation and optional second gate.
White-Box is a component lease for clients who already operate proprietary detectors. It is not access to AION's five strategy implementations and does not require supplying strategy source code to AION. The customer chooses and contracts for the data and candidate metadata sent to each endpoint.
Processed Greeks and indicators
A dedicated, authorized stream delivers versioned computed features for the client's own detector. Required inputs, units, as-of timestamps, nullability, throttling and licensing must be finalized per tenant.
WSS /v1/stream/greeks
Optional Edge second gate
Customer sends a candidate signal's contract-allowed metadata-not proprietary strategy source-to the Edge Heuristics + native ML assessment service. The proposed response contract includes pass, fail or unavailable; clients must fail closed on unavailable or stale results.
REST /v1/edge/evaluate
REST /v1/edge/evaluate suits asynchronous or medium-frequency assessment. An external REST round trip can dominate a high-frequency budget. For a sub-10-ms Edge validation target, evaluate co-located BYOC or On-Premise computation. That target still requires full request-to-decision measurement and an agreed SLA; co-location alone is not a guarantee.Where does the institutional compute run?
The three options below are proposed contracting and deployment patterns, not production availability claims. Each requires verified customer market-data and derived-output rights, isolated acceptance testing, agreed security operations and a signed deployment schedule.
AION Hosted Proposed standard
AION operates the leased engine on dedicated, tenant-isolated infrastructure with separate customer resources. The customer receives an authenticated, contracted WebSocket connection over an agreed private VPN or restricted network/IP allowlist. Network restrictions supplement, rather than replace, identity, authorization and encryption.
Acceptance: dedicated resources, tenancy and failure isolation, protected feed rights, source-to-client latency instrumentation, recovery and access controls.
Bring Your Own Cloud (BYOC) Proposed
Subject to engineering and security approval, AION packages a licensed containerized engine into the customer's AWS, Google Cloud or Azure VPC. It consumes the customer's authorized input, performs the contracted compute/strategy/Edge stages and publishes permitted results to an approved internal integration or WebSocket endpoint. No customer source code or brokerage credentials are required to leave the agreed customer boundary.
Acceptance: supported image/version, cloud security review, secrets custody, regional residency controls, support access, auditability and upgrade/rollback plan.
On-Premise Appliance Proposed
For customers seeking local computation near their authorized broker infrastructure, evaluate dedicated hardware under a separately scoped appliance deployment. Broker co-location, OS/driver compatibility, hardware sizing and the client's permitted source connections require proof before commitment.
Low network distance can reduce transport time; it does not establish sub-millisecond execution, complete strategy latency or exchange co-location eligibility.
Clear commercial boundaries, private technical methods
The diagrams describe proposed service contracts and permitted data flows. They do not disclose strategy methods, parameter values, model weights, proprietary detectors or credentials. Each customer deployment requires separate acceptance.
Five interfaces and their availability
These are exact proposed path identifiers for a future isolated institutional deployment, except the existing standalone IMI REST path. They are not DNS announcements or proof that the WSS routes, historical replay or tenant Edge second gate accept traffic today. Current public Edge Engine REST paths are separate.
On a narrow screen, scroll the table horizontally to compare options.
| Module | Method / path | Contracted purpose | Current status |
|---|---|---|---|
| Full Stack | WSS /v1/signals/execute | Streams approved analytical signals after strategy families → heuristics → ML; never places broker orders by itself. | Proposed; pending acceptance and legal review |
| White-Box | WSS /v1/stream/greeks | Dedicated tenant stream of licensed, processed Greeks and indicators to customer-owned detector. | Proposed; not published |
| Edge second gate | REST /v1/edge/evaluate | Client submits scoped candidate metadata; Edge Heuristics + ML return pass/fail/unavailable as finalized in contract. | Proposed; distinct from live Edge REST |
| Standalone IMI | POST /v1/analyze | Customer submits permitted news headline; structured event-to-sector analysis via published endpoint. | Published REST on api.aionanalytics.in |
| Edge Historical | REST /v1/edge/historical | Reproducible, licensed historical Edge assessments in an isolated replay job. | Proposed; no active replay entitlement |
Published IMI base: https://api.aionanalytics.in. The future institutional host, transport authentication, detailed schemas and error/reconnect contracts are not defined here. Existing Edge REST endpoints are GET /api/v1/edge/snapshot and POST /api/v1/edge/predict on aionanalytics.in, with model-scoped keys and separate plans.
Start with the scope your team needs
Published API plans and proposed institutional leases are separate products. Current prices, quotas and access terms are maintained in the API catalogue. Institutional deployments are quoted against an agreed scope.
On a narrow screen, scroll the table horizontally to compare options.
| Option | What to evaluate | Access |
|---|---|---|
| Standalone IMI | Caller-supplied headlines and optional article body, with JSON or text reports. | Published API plans |
| Historical Edge replay | Licensed historical assessments and reproducible, dated outputs. | Proposed; quotation after scope review |
| Institutional IMI Pipeline | Authorized news ingestion, event processing and dedicated delivery. | Proposed; source rights and acceptance required |
| White-Box Lease | Processed Greeks and indicators for your detector, plus an optional second Edge gate. | Proposed; quotation after scope review |
| Full Engine Lease | Rust compute, five strategy families, Edge Heuristics and native ML, with contracted analytical delivery. | Proposed; legal and tenant-isolation acceptance required |
No plan grants another product automatically. Licensed data, infrastructure, integration and support responsibilities are agreed before activation. Refunds and cancellations follow the existing Refund Policy (opens in a new tab) ↗.
Request a scoped quotationMeasured components. Explicit timing boundaries.
Isolated capacity testing passed at 229 ticks/sec with zero dropped jobs. These results support technical evaluation. They do not establish customer WebSocket latency, multi-tenant isolation or an end-to-end institutional SLA.
68,700 inputs completed after graceful drain. Zero dropped jobs. Queue-wait p50 was 89.680 ms.
Isolated elapsed timing including Redis. Gate-only timing excludes the complete source-to-client delivery path.
Read the benchmark scope and measurement receipt
On a narrow screen, scroll the table horizontally to compare options.
| Delivery target | What remains to be demonstrated |
|---|---|
| Dedicated WebSocket | Server-to-client timing over the agreed topology, workload and sustained load, including errors, reconnects and backpressure. Full source-to-client timing requires a separate measurement boundary. |
| Full Engine | Integrated strategy and Edge stages, permitted inputs, output contracts, independent tenant resources and fault isolation. |
| White-Box second gate | Full request-to-decision latency with the customer's candidate payload, geography and deployment model. |
| Historical replay | Time-versioned licensed inputs, reproducible outputs, missingness and separation from live workloads. |
Any SLA requires an agreed measurement boundary and completed acceptance. No comparative performance advantage over another provider is claimed.
Agree the boundaries before issuing access
Standalone IMI
Call POST https://api.aionanalytics.in/v1/analyze using a model-scoped X-API-Key. Supply a permitted headline and optional article body. JSON is the default; set "output_format": "text" for a readable executive report.
New self-service enrollment is temporarily paused. See the API catalogue for current access terms or contact AION about approved developer provisioning.
Institutional service
Define the users, licensed input sources, output and distribution rights, products, deployment model and workload. Complete technical and legal review, sandbox testing and a signed scope before production streaming credentials or an SLA.
The proposed institutional host, authentication, schemas and reconnect contract are agreed during evaluation. Named route paths do not imply operating customer endpoints.
Technical and commercial clarifications
Does AION place orders with my broker?
No. The proposed Full Engine provides analytical delivery. The name WSS /v1/signals/execute does not mean it places, modifies or cancels broker orders. Your execution workflow, risk controls and applicable permissions remain separately scoped.
What do the 2.83 ms gate result and 100 ms objective measure?
They describe different boundaries. The 2.83 ms figure is the rounded p99 of an isolated warm decision-gate measurement including Redis. It does not measure the complete strategy and native-ML pipeline, network delivery or startup; the separate first-call result was 909.891 ms.
The 100 ms figure is a proposed server-to-client WebSocket objective, not an achieved result or a full feed-to-client target. Topology, payload, sustained load and the exact measurement clocks must be agreed and tested before any SLA.
Can I use my own proprietary strategy?
That is the proposed White-Box option: evaluate processed Greeks and indicators for your own detector, with an optional second Edge assessment. It does not require strategy source code. The optional gate receives agreed candidate attributes, so payload, retention and confidentiality boundaries must be specified. These streams are proposed and subject to acceptance.
What are the five strategy families?
The proposed public categories are S1 Intraday Momentum, S2 Mean Reversion, S3 Volatility Breakout, S4 Greeks Scalping and S5 Event-Driven. Exact versions, coverage and configuration are agreed during evaluation. Internal rules, weights, triggers and formulas remain proprietary.
Can the engine run in our AWS or Azure environment?
BYOC is a proposed deployment option for an approved customer cloud environment, including AWS, Azure or Google Cloud. Image compatibility, input permissions, identity controls, operational ownership and acceptance must be agreed.
The exact egress, telemetry, support-access and data-custody boundaries must also be documented and tested. BYOC alone does not guarantee that data never leaves the cloud environment.
Are commodities available now?
Commodity coverage is not live under this leasing proposal. Gold, silver and crude oil are proposed categories and require instrument-specific readiness, licensed inputs and output rights before activation. Inclusion on this page does not grant commodity access through the separate Edge Engine REST plan.
Does a Full Engine lease automatically include IMI?
No. Full Engine, standalone IMI and the proposed Institutional IMI Pipeline are separately scoped products. Any IMI entitlement, authorized news ingestion or integration must be expressly included in the agreed contract. Standalone IMI accepts customer-supplied headlines through its published REST API.
Information and infrastructure, with defined responsibilities.
AION Analytics Private Limited provides analytical information. This page is not investment advice, an order instruction, a binding quotation or a representation of regulatory approval. Proposed leases remain subject to legal review, tenant-isolation acceptance and a signed scope.
Permitted inputs and derived outputs
AION does not sell or redistribute raw exchange ticks, quotes, order books, private broker data, exchange subscriptions or broker credentials. Customer inputs and downstream outputs must be permitted for the agreed processing, derivation, storage and delivery. A feed subscription alone does not establish every downstream right.
Human decisions and order handling
Outputs may be wrong, stale or incomplete. They are not investment recommendations or guarantees of a trading outcome. AION is not a SEBI-registered Research Analyst or Investment Adviser. The proposed /v1/signals/execute route names an analytical delivery contract; it does not place, modify or cancel broker orders.
Availability, security and service commitments
Proposed Hosted, BYOC and On-Premise options require deployment-specific acceptance. Access, retention, support, incident response, audit rights and any service levels are agreed in the contract. Component benchmarks do not guarantee customer latency or availability.
Customer confidentiality and intellectual property
White-Box streaming does not require the customer's strategy source code. The optional Edge gate receives agreed candidate attributes. Access, purposes, retention and confidentiality are defined for that payload. No source-code transfer, model-weight distribution, resale or white-label rights are granted by this page.
Fees, refunds and cancellation
Published API prices and quotas are maintained in the API catalogue. Institutional pricing follows a scoped quotation. Refunds and cancellations are governed by the existing Refund Policy (opens in a new tab) ↗.
Machine-readable site guide (llms.txt) (opens in a new tab) ↗
Policy links open in a new tab. Reviewed 12 November 2026. Current product access remains governed by the linked policies and API catalogue.
Bring an input source, a workload and a clear question.
Tell us which components you need, where they should run and what your team needs to validate. We will scope the proposed deployment and its acceptance criteria with you.
Contact AION Analytics