Client workload
A client sends one function, file set, deadline, question, or recurring operating pain point.
Professional agents
Specialist Professional AI Agents for outsourced professional work.
IKANISA is not selling generic chatbots. Clients outsource work to service pods where Professional AI Agents prepare files, drafts, workpapers, registers, and review packs under human supervision.
What this means
Each agent maps to work a client can outsource
The agent is the execution capability. The service pod is the operating model. The client receives professional work products such as DOCX drafts, XLSX workbooks, evidence registers, workpapers, trackers, schedules, and review packs.
Agent preparation
The relevant Professional AI Agent prepares workfiles, drafts, trackers, schedules, evidence indexes, and open-item logs.
Human review
A human reviewer approves, rejects, edits, or escalates the work before any client-facing or external use.
Measured improvement
Value is measured against the baseline: preparation time, rework, completeness, review comments, cycle time, and cost per package.
Agent directory
All active professional agents
Each card explains the outsourced workload, the problems solved, the deliverables, the value levers, and the hard boundary. Where a claim needs client evidence, the site uses target language or Content required instead of inventing numbers.
Global legal support
Chantal: Jurisdiction-specific legal work support
Prepares legal research, contract drafts, matter trackers, authority indexes, deadlines, and review packs.
Who it helps: Legal aid teams, NGOs, founders, operators, and firms preparing work for lawyer review.
Legal aidNGOsSMEsOperating teams
Work clients outsource
- Legal research and authority indexing
- Contract and correspondence drafting
- Matter intake, document registers, and deadline trackers
- Dispute chronology and evidence pack preparation
Problems tackled
- Case files are scattered across emails, PDFs, WhatsApp exports, and unsorted folders.
- Legal drafts move forward before authorities, missing facts, and review status are clear.
- Deadlines and evidence gaps are tracked informally.
Deliverables
- Draft legal memo or letter
- Contract review table
- Matter evidence register
- Authority index with verification status
Value added
- Less time spent sorting files before lawyer review
- Clearer missing-fact and authority gaps
- Reduced rework from unsupported draft positions
Boundary
- No final legal advice
- No court, regulator, or client contact without approval
- No filing or notarization by the agent
Global legal support
Claire: Legal and regulatory support
Prepares legal research, conflict checks, contract reviews, registry files, regulatory files, privacy files, and dispute support.
Who it helps: Legal, compliance, corporate, NGO, and regulated operating teams that need legal work prepared but not treated as final advice.
Operating teamsFinancial servicesCorporate servicesNGOs
Work clients outsource
- Matter intake and conflict-check preparation
- Legal research and citation workfiles
- Corporate, AML/CFT, privacy, and regulatory pack preparation
- Dispute, litigation, employment, property, and contract support drafts
Problems tackled
- Regulatory files lack a clean evidence trail before review.
- Drafts mix legal assumptions, missing facts, and unverified authorities.
- Teams need legal work organized without bypassing human lawyers.
Deliverables
- Legal research memo draft
- Regulatory evidence request list
- Contract redline summary
- Matter register and action log
Value added
- Faster lawyer review because facts, gaps, and authorities are separated
- Cleaner compliance evidence files
- Lower avoidable rework before regulated submissions
Boundary
- No final legal advice
- No registry, regulator, court, or client submission without approval
- No authority treated as verified unless source status is recorded
Cross-border
Patrick: Audit and assurance support
Prepares audit plans, risk assessments, control tests, testing schedules, issue trackers, management letters, and QC indexes.
Who it helps: Audit teams, NGOs, regulated firms, finance teams, and practices that need evidence-led audit support.
Audit firmsNGOsFinancial servicesPublic programmes
Work clients outsource
- Audit acceptance and planning support
- Risk, materiality, controls, and substantive testing workpapers
- PBC request mapping and evidence indexing
- Completion, findings, management-letter, and file-assembly support
Problems tackled
- Audit evidence arrives late, incomplete, or disconnected from risks.
- Control issues and open items are not owned early enough.
- Teams spend too much senior time assembling draft workpapers.
Deliverables
- Audit planning workfile
- Risk and control matrix
- Testing schedule and exception log
- Management-letter draft support
Value added
- Reduced senior-review time on file assembly
- Earlier visibility over missing evidence
- Cleaner audit trail from request to workpaper
Boundary
- No audit opinion or assurance conclusion
- No client, regulator, or PBC contact without approval
- Independence and human professional review remain mandatory
Cross-border
Sofia: Finance operations and reporting
Prepares bookkeeping, GL workfiles, reconciliations, close packs, reporting schedules, FP&A files, cashflow, and payroll support.
Who it helps: SMEs, NGOs, finance teams, founders, boards, and firms needing finance execution capacity.
SMEsNGOsProfessional firmsGrowth companies
Work clients outsource
- Bookkeeping and general-ledger support workfiles
- Bank, supplier, customer, payroll, and balance-sheet reconciliations
- Month-end close and management reporting packs
- Budget, forecast, cashflow, consolidation, and board-pack support
Problems tackled
- Close cycles depend on informal spreadsheets and founder memory.
- Finance packs lack source-to-output traceability.
- Open items carry forward without ownership.
Deliverables
- Monthly close checklist
- Reconciliation tracker
- Variance commentary
- Board finance pack draft
Value added
- Shorter close preparation cycle after baseline confirmation
- Fewer unresolved reconciliation differences
- Better lender, investor, board, and audit readiness
Boundary
- No audit, tax, investment, or statutory filing opinion
- Management remains responsible for approvals
- Assumptions and unresolved differences stay visible
Global tax support
Matthew: Tax support
Prepares tax workfiles, indirect-tax support, payroll-tax support, filing packs, refunds, reconciliations, and calendars.
Who it helps: Companies, tax practices, finance teams, and cross-border operators preparing tax files for professional review.
SMEsCorporate servicesProfessional firmsCross-border groups
Work clients outsource
- Income tax computation support
- VAT, EC Sales, Intrastat, and payroll/FSS workfiles
- Transfer-pricing and tax-planning support packs
- Tax calendar, refund, objection, and reconciliation support
Problems tackled
- Tax packs are assembled late from incomplete accounting records.
- VAT, payroll, and filing calendars are tracked separately.
- Open tax assumptions are not visible before submission review.
Deliverables
- Tax computation workfile
- VAT return support pack
- Compliance calendar
- Tax reconciliation tracker
Value added
- Lower review friction for tax professionals
- Earlier missing-document detection
- Reduced risk of unsupported filing assumptions
Boundary
- No final tax advice
- No tax filing or submission without approval
- Current official-source checks are required for material claims
Global tax support
Emmanuel: Tax authority support
Prepares tax workfiles, indirect-tax reconciliations, payroll support, filing packs, objections, calendars, and query files.
Who it helps: Businesses, finance teams, tax practices, SMEs, NGOs, and operators preparing tax-authority-facing files for review.
SMEsNGOsProfessional firmsTax teams
Work clients outsource
- VAT/EBM, PAYE, WHT, and corporate tax support files
- RRA audit-query and objection response packs
- Tax clearance, refund, and reconciliation support
- Compliance-risk and evidence indexing workfiles
Problems tackled
- EBM, VAT, payroll, and accounting records do not reconcile before review.
- RRA response packs lack source trails and period assumptions.
- Tax deadlines and evidence gaps are handled reactively.
Deliverables
- Tax workfile
- Indirect-tax reconciliation tracker
- Tax-authority query response draft pack
- Tax compliance calendar
Value added
- Earlier detection of missing or inconsistent tax evidence
- Cleaner response packs for tax-professional review
- Less manual reconstruction of period records
Boundary
- No final tax advice
- No tax-authority filing, notice, taxpayer contact, or system mutation without approval
- Official-source checks are required for material tax-authority claims
Global insurance operations
Emma: Insurance and Solvency II operations
Prepares prudential reporting, ORSA, disclosure, governance, risk, actuarial support, underwriting, and evidence packs.
Who it helps: Insurers, captives, intermediaries, risk, compliance, actuarial, finance teams, and boards preparing prudential workfiles.
InsuranceCaptivesRegulated firmsRisk teams
Work clients outsource
- ORSA and board risk pack support
- QRT/SFCR/RSR issue tracking and evidence mapping
- Internal control, governance, DORA, and product-governance workfiles
- Actuarial, reserving, underwriting, and capital-management support files
Problems tackled
- Prudential evidence is spread across reporting, actuarial, finance, and governance teams.
- Board risk narratives are prepared late from disconnected source files.
- QRT, SFCR, RSR, ORSA, and control open items are not tracked together.
Deliverables
- ORSA evidence map
- QRT/SFCR issue tracker
- Board risk briefing draft
- Solvency readiness workfile
Value added
- Earlier visibility over prudential evidence gaps
- Reduced board-pack rework
- Cleaner handoff to actuarial, audit, legal, and regulatory reviewers
Boundary
- No actuarial certification or regulated opinion
- No supervisory submission or regulator contact without approval
- Capital and regulatory interpretations remain specialist-reviewed
Global lender-facing workflows
Fundable: Business-loan readiness
Prepares loan-readiness files, bankability checks, lender checklists, credit-file support, bank packs, approvals, and trackers.
Who it helps: SMEs, startups, cooperatives, sole proprietors, suppliers, service providers, lenders, DFIs, MFIs, and loan applicants.
SMEsCooperativesLendersSupplier networks
Work clients outsource
- Business-loan intake and eligibility workfiles
- Bankability and document-completeness review
- Credit-file, collateral, CRB, and financial-readiness support
- Bank review package and disbursement-readiness tracker preparation
Problems tackled
- Applicants approach lenders with incomplete, inconsistent, or unsupported files.
- Financial statements, collateral notes, CRB readiness, and business plans are not packaged together.
- Lenders and applicants spend time chasing avoidable missing information.
Deliverables
- Loan readiness checklist
- Bank review package draft
- Evidence bundle index
- Disbursement-readiness tracker
Value added
- Fewer avoidable lender information requests
- Shorter application preparation cycle after baseline measurement
- Clearer applicant and lender decision support
Boundary
- No credit approval, guarantee, pricing, brokering, or lending
- Banks, lenders, and DFIs make final decisions
- No external sharing without consent and approval
Global group savings support
Savings-RW: Group savings and cooperative finance support
Prepares savings-group onboarding, reminders, ledger workflows, member statements, dispute packets, escalations, and reports.
Who it helps: Savings groups, cooperatives, community finance teams, NGOs, and operators managing member contribution records.
Savings groupsCooperativesNGOsCommunity finance
Work clients outsource
- Member onboarding and group-rule workfiles
- Contribution verification and balanced-ledger checks
- Member statement and dispute packet preparation
- Bankability evidence summary and compliance escalation support
Problems tackled
- Member contributions are recorded across notebooks, mobile-money messages, and spreadsheets.
- Groups cannot easily prove balanced ledgers or contribution history.
- Disputes and statement sharing happen without a clean evidence trail.
Deliverables
- Verified ledger support pack
- Member statement draft
- Payment dispute packet
- Group bankability report
Value added
- Less manual ledger reconstruction
- Cleaner contribution evidence for member review
- Better readiness for bankability conversations
Boundary
- No holding funds, executing payments, or issuing loans
- No live ledger mutation or statement sharing without approval
- MoMo, bank, SACCO, and member-consent gates remain explicit
Global donor-funded programmes
MEAL: NGO, grants, MEAL, and project operations
Prepares grant maps, funding strategies, proposals, logframes, budgets, MEAL/MEL frameworks, donor reports, and project files.
Who it helps: NGOs, INGOs, foundations, development projects, public programmes, and donor-funded teams needing reporting capacity.
NGOsDonor programmesFoundationsPublic programmes
Work clients outsource
- Grant pipeline and bid/no-bid workfiles
- Proposal narrative, budget, logframe, and compliance pack preparation
- MEAL/MEL framework, indicator, dashboard, and donor-reporting support
- Project operations, procurement, safeguarding, accountability, and knowledge files
Problems tackled
- Grant opportunities are missed because eligibility, evidence, budgets, and narratives are built too late.
- Donor reports depend on unsupported impact claims or scattered field evidence.
- Programme, finance, procurement, safeguarding, and MEAL files are not review-ready together.
Deliverables
- Grant application package draft
- Budget and workplan workbook
- Indicator evidence tracker
- Donor reporting pack
Value added
- More repeatable application production
- Less last-minute donor-report reconstruction
- Better evidence discipline for impact, compliance, and accountability
Boundary
- No donor submission without approval
- No invented impact, beneficiary, or eligibility claims
- Restricted beneficiary and safeguarding data require human handling
Problem, solution, value
Examples without unsupported claims
Loan package preparation
Problem
Applicants give lenders incomplete files and then lose time answering avoidable follow-up requests.
Solution
Fundable assembles a bank review package, evidence index, open-item tracker, and disbursement-readiness file.
Value
Target value: fewer avoidable information requests and shorter preparation time after baseline measurement. Measured percentages require approved proof.
Month-end finance close
Problem
Finance teams spend senior time reconstructing source files, reconciliations, and variance explanations.
Solution
Sofia prepares close checklists, reconciliations, variance notes, board-pack drafts, and carry-forward issue logs.
Value
Target value: reduced manual preparation and review rework. Actual cost or time reduction remains Content required until measured.
Donor reporting and grant applications
Problem
NGO teams rebuild eligibility, budgets, logframes, evidence, and impact narratives close to submission deadlines.
Solution
MEAL prepares grant packages, budget/workplan workbooks, indicator evidence trackers, and donor-reporting packs.
Value
Target value: more repeatable application production and cleaner evidence discipline. No donor approval rate is claimed without proof.
Audit support and evidence readiness
Problem
Audit teams and clients lose time matching evidence to risks, controls, requests, and unresolved exceptions.
Solution
Patrick prepares planning files, risk/control matrices, testing schedules, exception logs, and management-letter support drafts.
Value
Target value: earlier missing-evidence detection and less senior file-assembly time. Assurance conclusions remain human-only.
Start
Send one job, task, or function
Start with a concrete workload: a month-end close, loan package, grant application, audit support request, legal workfile, tax calendar, donor report, Solvency evidence pack, or group savings ledger file.
What to send
- The function or task you want outsourced
- The deadline and current blocker
- Available source files or sample documents
- The reviewer or decision owner