Smallmoves adaptive financial data system displayed across a risk-analysis interface
Adaptive risk engine for independent income

Calibrate financial decisions to income that doesn't arrive on a schedule.

Smallmoves analyses your cash flow, models your risk tolerance, and adjusts allocation logic automatically between contracts. No manual rebalancing, no static spreadsheets.

// system.status
INCOME_SYNCACTIVE
RISK_PROFILECALIBRATED
MODEL_VERSIONv2.3
LATENCY<60s
The volatility problem

Irregular income breaks fixed-rule financial planning.

TaskManual approachSmallmoves system
Tracking income variance Spreadsheet review, weekly or ad hoc Continuous, event-triggered
Rebalancing against risk tolerance Reactive, after a shortfall is noticed Modelled ahead of cash-flow gaps
Decision latency Days, dependent on available time Sub-minute execution window
Consistency under pressure Subject to fatigue and bias Fixed parameters, no drift
Smallmoves analyst reviewing adaptive risk modelling on a data dashboard

Freelance income rarely follows a predictable curve. A project ends, a payment slips, a quiet month runs longer than planned. Manual risk management assumes a steady baseline that most independent earners don't have.

Smallmoves treats income variability as an input rather than an exception. The system recalibrates exposure as new data arrives, instead of waiting for a quarterly review.

Model logic

Three stages, no manual intervention required.

01 — Ingestion

Synthesize income data

Connected accounts feed transaction history, payment cadence, and outstanding invoices into the model via Open Banking standards. The system builds a rolling profile rather than a single snapshot.

02 — Modelling

Calibrate risk parameters

Your stated tolerance is cross-checked against observed behaviour: withdrawal patterns, buffer usage, and response to volatility. Parameters adjust incrementally rather than resetting on each session.

03 — Execution

Execute within guardrails

Allocation adjustments run automatically inside pre-approved limits. Any action outside those limits is flagged for manual confirmation before it proceeds.

<60s Target decision cycle, ingestion to execution
Interface

A dashboard built for scanning, not scrolling.

Buffer statusWithin target
Risk exposureBalanced — 42%
Next review triggerInvoice +14d
Model confidenceHigh
Pending confirmations0
  • Live view of income variance against your defined buffer threshold.
  • Risk exposure shown as a single adjustable parameter, not a dozen settings.
  • Audit trail of every automated adjustment, timestamped and reversible.
  • Manual override available at any point without disabling the model.
Data refresh: continuous via webhook, polling fallback every 15 minutes. Figures shown are indicative interface values, not live account data.
Methodology

How the model is tested, and what it assumes.

ParameterDefinition
Testing window Historical income and market data segmented into rolling periods, re-run against each model revision.
Rebalancing frequency Event-driven, triggered by deposits, invoice settlement, or threshold breaches — not fixed calendar dates.
Drawdown limits Hard caps set per risk profile; the model cannot exceed these regardless of market signal strength.
Override logging Every manual override is recorded with timestamp, reason code, and resulting parameter change.

Conservative

Prioritises buffer stability over growth. Allocation shifts are gradual and capped.

Balanced

Targets a defined buffer while allowing moderate exposure to growth-oriented allocation.

Growth

Accepts wider short-term variance in exchange for higher long-term allocation targets.

  • Open Banking (UK) data standards
  • UK GDPR & data minimisation principles
  • FCA regulatory guidance on automated advice
  • Independent model audit, annual cycle

Set your risk profile before your next invoice clears.

Provide a work email to begin account integration. No commitment is made until you review and approve the proposed parameters.

Compatible with major UK current account providers via Open Banking