Development
Building what comes next.
Blake Wiltshire continues to develop systems that combine structured context with AI assistance, widening what can be investigated while reducing the friction required to move from a question to useful work.
Financial Insight Tools · FIT2
In developmentFrom investigation to continuous intelligence.
FIT2 is currently in development as the mobile operational companion to Financial Insight Tools.
FIT2 extends Financial Insight Tools into a mobile, programme-based environment where structured context and AI can work together across opportunities, relationships, market conditions, portfolio exposure and developing positions.
FIT Core provides the structure. AI expands the aperture. FIT2 removes much of the friction between an observation, a wider investigation and the next operational question.
Context + AI
The system provides structure.
AI provides aperture.
Work across relationships, evidence, market conditions and programme context without designing every possible question into the application.
Programme context
A programme, not an account.
FIT2 is designed around the investment programme. Objectives, rules, relationships, observations, positions, costs and decision history remain part of the context as opportunities develop.
Brokers, market data, news and AI services can extend that environment without defining it. The programme remains the persistent layer connecting investigation, operation and review.
AI-assisted investigation
Aperture without losing structure.
A fixed application can provide depth across known analytical paths. AI can work across the context to explore questions and relationships that were not designed into a particular screen or workflow.
Expand
Move beyond the immediate observation to examine related capabilities, relationships and possible pathways.
Compare
Work across candidate expressions, structures and portfolio context without rebuilding the investigation each time.
Challenge
Question assumptions, surface missing evidence and expose alternative interpretations within the preserved context.
Revisit
Return to developing positions and previous decisions as conditions, evidence and programme context change.
Programme-based operation
Keep the context moving.
Investment Programmes
Maintain programme capital, objectives, rules, accounts and operating context in one continuing environment.
Opportunities
Carry investigated ideas forward without losing the relationships, observations and context behind them.
Trade Structure
Compare different ways of expressing an idea across shares, spread bets, CFDs, pairs and multi-leg structures.
Rules & Risk
Apply programme rules, risk constraints and portfolio context as opportunities move towards operation.
Positions & Monitoring
Maintain position state, relevant developments and operating conditions across the life of an investment or trade.
Programme Accounting
Bring broker costs, financing, data, AI and other operating expenses into the programme view.
Cyber Resilience Toolkit
Continuing developmentContext for a wider investigation.
CRT brings frameworks, obligations, controls and organisational context into a structured environment. Continuing development extends the context available to AI through Structural Lenses, organisational catalogues, mappings and programme artefacts.
The structure establishes what matters to the organisation. AI can then investigate across that context, surface relationships, challenge omissions and assist with construction and review without requiring every possible pathway to be designed into the application itself.
Structured context
Frameworks & Obligations
Controls
Organisational Context
Structural Lenses
Dependencies & Evidence
Programme Artefacts
Investigate
Connect
Construct
Review
Development approach
Structure the context. Open the aperture.
No fixed application can anticipate every useful question. Blake Wiltshire develops the structure around the work: context, relationships, classifications, constraints, evidence and continuity. AI adds analytical capacity across that structure at breadth and speed.
Development is informed by practical use of the systems. New capabilities are introduced when they strengthen the wider investigation or reduce unnecessary friction, rather than simply adding more features.
Current systems
Explore the work today.
Financial Insight Tools and the Cyber Resilience Toolkit are available now.