Planning drawings laid out across an engineering worktable.

INDEPENDENT APPLIED ENGINEERING

Applied intelligence.
Engineered with evidence.

SOFTWARE & AUTOMATION FOR BUSINESS OPERATIONS

Your business has a problem. We engineer the solution.

We help businesses simplify operations, automate repetitive work and build reliable software around how their teams actually work.

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Plans and tools arranged across a bright worktable.

00 / BUSINESS OPERATIONS

SOFTWARE & AUTOMATION FOR BUSINESSES

Make everyday operations easier to run.

We help businesses simplify operations, automate repetitive work and build reliable software around how their teams actually work.

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01 / AUTONOMOUS AGENT PLATFORMS

Production multi-agent systems (Hermes, GSD, Codex) with fail-closed security gates, policy enforcement, and zero-trust human sign-offs.

02 / FULL-STACK APPS & COCKPITS

Mobile and web operations command centers (React, Next.js, Flutter) featuring sub-100ms real-time WebSocket telemetry and live queues.

03 / AUTOMATED QA & INTEGRITY AUDITING

End-to-end regression engines, invariant testing, automated adversarial audit suites, and tamper-proof compliance logging.

These are starting points, not packaged products. Each project is scoped around your process and the tools you already use.

FLAGSHIP MARKET INFRASTRUCTURE

TradeBot Sentinel: Sub-Millisecond Microstructure Observability

High-throughput market data architecture processing Level-5 order book depth, in-memory tick freshness, Stoikov micro-price pressure, and automated invariant risk boundaries in real time.

Explore Full 4-Vector Architecture

TRADEBOT SENTINEL ARCHITECTURE|INSTITUTIONAL 4-VECTOR QUANTITATIVE ENGINE

LATENCY: 0.8msSKEW: 16msSPREAD: 0.85%MODE: READ_ONLY

VECTOR 01 • INSTITUTIONAL GEX

Dealer Gamma Exposure & Wall Absorption

Tracks market maker delta-hedging obligations across index option surfaces in real time. When net dealer gamma is strongly positive, automated entry gates veto momentum breakout setups and favor mean-reversion absorption.

FORMULATION & INVARIANT MODEL

GEX = ∑ (OI_call - OI_put) * Spot * Gamma * 100

✓

Strike Wall Observer

Real-time OI and volume concentration mapping at round strike numbers

✓

Absorption Detection

CVD (Cumulative Volume Delta) vs price divergence detection

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Automatic Regime Switch

Instantly switches from momentum acceleration to pin/exhaustion modes

INSTANTANEOUS TELEMETRY: NET DEALER GAMMA

+$42.8M (LONG)

Mean Reversion Regime • Breakouts Vetoed

sentinel_gex_engine.pyINVARIANTS ENFORCED

// Dealer Gamma Invariant Check
if (netDealerGamma > POSITIVE_GAMMA_THRESHOLD) {
  gexRegime = GEXRegimeState.POSITIVE_GAMMA;
  vetoBreakoutSetups(reason="Dealer long gamma cushions volatility");
}

Regulatory & Operational Scope Notice: TradeBot Sentinel is an engineering research and market microstructure observability framework developed by Aixion Lab. It operates exclusively in an isolated, read-only paper telemetry mode (broker_api_called=false, is_order_action=false). It does not provide investment advice, trading tips, portfolio management, or public financial recommendations under SEBI regulations. All metrics reflect streaming data integrity, feed freshness, and software invariant proofs.

A quiet engineering studio with a system map on glass.

02 / ORCHESTRATION

A PLATFORM TAKING SHAPE

Useful automation needs a clear boundary around action.

A governed orchestration layer for context, agents, tools, policy, evidence and human authority. Control Core is in development, with current work on orchestration, tool boundaries, policy and evidence capture.

BUILDINGExplore Control Core

Annotated research notes and a chart on a desk.

A RESEARCH DECISION, KEPT IN THE RECORD

Some of the most useful results are the ones that stop a claim.

The mean-reversion candidate did not retain sufficient support after its validation boundary. It remains marked rejected, so a weak result is not quietly recast as a success.

REJECTEDMean reversion candidate

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HOW THE WORK IS DONE

Make the important parts visible.

State

Show what is operating, being built, under validation or still a question.

Evidence

Keep the reasoning and result close enough to inspect, including when a hypothesis fails.

Authority

Keep policy and human decisions explicit where software can affect important outcomes.

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AIXION LAB

Have a system that deserves a closer look?

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Applied intelligence.Engineered with evidence.