Governed AI delivery

Meet our AI agent team.

FST combines experienced professionals with IKANISA's specialist AI agents to prepare clearer evidence, stronger workpacks and faster first drafts—while people keep every judgement and approval.

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FST professionals reviewing a structured evidence pack together
Governed workflows
168
Defined deliverables
543
Senior-equivalent capacity
129/258
Controlled gates
102/102

Capacity figures are planning equivalents based on defined workflow coverage—not staff headcount, professional authority or guaranteed throughput.

Five specialist workstreams. One governed delivery bench.

Each agent prepares source-linked workpacks in a defined professional domain. FST reviews the evidence, resolves exceptions and keeps every decision, signature and external action with an authorised person.

01Patrick · Audit & Assurance

Open Patrick's AI specialist profilePatrick, FST Audit & Assurance AI agent
Audit & Assurance

Patrick

44 workflows · 147 deliverables
35/70Average / optimised audit-senior equivalents

Planning, risk assessment, PBC, workpapers, evidence registers, completion, reporting and QC/EQR support.

Open Sofia's AI specialist profileSofia, FST Accounting & Finance AI agent
Accounting & Finance

Sofia

35 workflows · 115 deliverables
27/55Average / optimised senior-accountant equivalents

Ledgers, reconciliations, trial-balance review, close packs, management reporting and audit-readiness support.

Open Matthew's AI specialist profileMatthew, FST Tax AI agent
Tax

Matthew

31 workflows · 91 deliverables
22/43Average / optimised tax-senior equivalents

Income tax, VAT, EC Sales, Intrastat, FSS, compliance calendars, tax-risk registers and authority-query packs.

Open Claire's AI specialist profileClaire, FST Corporate, Legal & Regulatory AI agent
Corporate, Legal & Regulatory

Claire

38 workflows · 118 deliverables
28/56Average / optimised legal/regulatory-associate equivalents

Company administration, beneficial ownership, AML/CFT, MBR, contracts, GDPR and regulator-facing drafts.

Open Emma's AI specialist profileEmma, FST Insurance & Solvency II AI agent
Insurance & Solvency II

Emma

20 workflows · 72 deliverables
17/34Average / optimised insurance/Solvency II specialist equivalents

ORSA, QRT, SFCR/RSR, DORA, IRRD, IDD, governance, actuarial evidence and MFSA-facing packs.

FST uses supervised AI to increase capacity, strengthen evidence and keep professional judgement in human hands.

More capacity for client work

Our specialist agents organise documents, clean data, prepare schedules and produce first drafts so FST professionals can focus on judgement and client decisions.

Clearer evidence by design

We use AI to index sources, flag gaps, cross-reference schedules and maintain visible review trails across audit, tax, corporate, insurance and regulatory work.

Faster, controlled delivery

FST professionals define the scope, supervise each agent, resolve exceptions and approve every output before it is relied on, communicated or submitted.

Agents prepare. Professionals approve.

The agent team is a supervised preparation layer inside FST's service delivery—not a substitute for professional responsibility.

Frame the task

The objective, scope, deadline, source material and required outputs are defined before preparation begins.

Prepare the workpack

The relevant agent organises sources, prepares schedules and drafts the structured first version.

Professional review

An FST professional checks the evidence, challenges assumptions, resolves gaps and applies judgement.

Approve and act

The authorised professional or client approves what may be used, filed, communicated or acted upon.

Supervision is the operating model.

  • A named task, purpose and professional owner
  • Source-linked outputs and visible evidence gaps
  • Review before reliance, communication or external action
  • Client confidentiality and controlled information handling
  • Final judgement, approval and accountability remain human

Defined outsourced work. Clear professional ownership.

FST adds governed preparation capacity inside an agreed service model. It does not sell unsupervised automation or replace the professional who remains responsible for the result.

Professional-firm outsourcing

Audit, accounting, tax, legal and advisory firms outsource defined production work. The firm keeps the client relationship, reviews the work and signs the engagement; FST works under an agreed share of the professional fee.

Defined workpacks · fee-share delivery · no seat licences

Managed outsourced services

Public bodies and organisations contract FST for a defined scope, volumes, service levels, security and reporting. FST prepares the evidence and workpacks; the authorised officer retains every decision and external action.

Monthly or annual scope · governed outputs · accountable review

AI supports the work. People remain accountable.

The agents do not sign reports, issue opinions, approve filings, contact clients or authorities, change client systems or take external action on their own. FST professionals and authorised clients decide what is complete, appropriate and ready to use.

  1. Source materialFiles, information and context
  2. Agent-prepared workpackStructured first version with visible gaps
  3. FST professional reviewEvidence checked and judgement applied
  4. Approved actionClient or authorised professional decides

Bring us the task, deadline and source material.

FST will define the right workpack, assemble the relevant expertise and agree the review and approval responsibilities before work starts.

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