The selfdriven professional ecosystem

Professional trust, built in.

A framework for AI-automated professional services, anchored in verified identity. For legal, accounting, insurance, compliance and advisory professionals.

Explore the domains Or start with the architecture
A professional in a dark suit stands at a curved desk of dashboard monitors, pointing at a chart, with linked icons for community, learning, intelligence, identity, trust and growth above a city view SELFDRIVEN / THE CONDUCTOR Professionals set direction. Agents do the work.
Be Curious.Be Caring.Be Constructive.Be Chill.

Why now

Professional services, rebuilt for the era of autonomous agents.

Legal, accounting, insurance and compliance work still runs on institutional gatekeeping, manual processes and opaque trust models designed for a pre-digital era. As AI, self-sovereign identity and KERI/ACDC infrastructure mature, these services can run autonomously, adapt to verified trust relationships and be governed by the communities they serve.

Agents execute. Professionals conduct. Credentials prove.

Read the full framework

Core principle

Three primitives. Every professional service.

Professional trust should be cryptographically verifiable, AI-augmented and community-governed.

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Identity-native trust

KERI AIDs and ACDC credentials replace institutional accreditation with cryptographic proof of qualification, licensing and professional standing.

  • KERI AIDs
  • ACDC credentials
  • Licensing
  • Delegation
dip DELEGATED AGENT FLOW intake review sign conductor Human at the decision boundary

Agentic automation

AI agents run professional workflows such as document review, compliance checks and risk assessment, with human oversight at decision boundaries.

  • Document review
  • Compliance checks
  • Risk assessment
  • Human oversight
v1.4 CREDENTIAL POLICY · VOTE 0 50% 100% Approve 72% · Reject 28%

Programmable governance

Professional standards evolve through community consensus rather than centralised regulatory capture. Rules become code and compliance becomes continuous.

  • Standards by consensus
  • Rules as code
  • Continuous compliance

How it fits together

Five layers, each building on the last.

Identity anchors trust. Agents work inside it. Services carry the domain expertise, governance sets the rules and the network settles the result.

  1. 01 · Identity

    Cryptographic trust anchor

    Professional qualifications become verifiable claims, issued and presented without central intermediaries.

    • KERI AIDs
    • ACDC credentials
    • DID resolution
    • Key management
    • Delegation hierarchies
  2. 02 · Agent

    Autonomous task execution

    Agents carry their own KERI AIDs, so every action is attributable and auditable.

    • SKILL.md protocols
    • A2A agent discovery
    • Task orchestration
    • Human-in-the-loop boundaries
  3. 03 · Service

    Domain-specific logic

    Professional expertise as versioned, auditable modules that agents invoke.

    • Workflow engines
    • Document processing
    • Compliance models
    • Risk assessment
    • Evidence capture
  4. 04 · Governance

    Community-governed standards

    Not unregulated. Rules are transparent, versioned and evolved through structured consensus.

    • Standards schemas
    • Credential policies
    • Voting mechanisms
    • Policy enforcement
  5. 05 · Network

    Infrastructure and settlement

    selfdriven.network settles transactions and lets credentials cross organisational boundaries.

    • On-chain settlement
    • Credential anchoring
    • Decentralised compute
    • Inter-community bridges

Where it applies

Nine domains. One trust layer.

Each domain maps traditional professional functions onto autonomous agents, verifiable credentials and programmable trust.

  • Legal services

    AI-driven contract analysis, clause extraction and regulatory mapping. Attorney credentials verified via ACDC, with programmable enforcement and dispute resolution.

    AgentsContract review · Credential verification · Dispute resolution · Regulatory mapping · Agreement drafting

  • Accounting & audit

    Continuous autonomous audit through agents with verifiable access credentials. Real-time reconciliation, anomaly detection and provenance-tracked reporting.

    AgentsContinuous audit · Anomaly detection · Financial reporting · Credential chain verification · Tax compliance

  • Healthcare administration

    Patient identity anchored in KERI AIDs. Agents coordinate referrals, insurance pre-authorisation and care pathways with verifiable consent chains.

    AgentsPatient identity · Care coordination · Consent management · Claims automation · Pathway optimisation

  • Insurance

    Claims intake, evidence capture and assessment powered by agents. Claimant identity and policy credentials verified via ACDC, with transparent risk models.

    AgentsClaims automation · Evidence capture · Risk assessment · Policy credential verification · Underwriting

  • Real estate & property

    Title verification, settlement coordination and property management through agents. Ownership, valuation and inspection records as verifiable data.

    AgentsTitle verification · Settlement automation · Property management · Valuation · Inspection records

  • HR & workforce

    Credential-verified recruitment, AI-assisted onboarding and continuous professional development. Qualifications as portable ACDC credentials.

    AgentsCredential-based recruitment · Skill verification · Onboarding automation · CPD tracking · Portable credentials

  • Regulatory & compliance

    Continuous compliance monitoring, regulatory change detection, gap analysis and automated reporting. Compliance state as a real-time credential.

    AgentsRegTech automation · Gap analysis · Change detection · Compliance credential issuance · Policy enforcement

  • Advisory & consulting

    AI-augmented strategic analysis with verified expertise credentials. Engagement scoping, deliverable tracking and knowledge capture through agents.

    AgentsStrategic analysis · Expert credential matching · Knowledge capture · Engagement automation · Expertise verification

  • Supply chain & trade

    End-to-end provenance with KERI-anchored participant identity. Agents manage logistics, trade finance documentation and customs compliance.

    AgentsProvenance tracking · Trade finance · Logistics optimisation · Customs automation · Participant verification

The Human Conductor model

Professionals conduct. Agents execute.

The professional is not replaced by AI. They become the conductor of an orchestra of autonomous agents.

Conductor

What stays human.

People provide strategic direction, ethical judgment and accountability. Agents handle execution, analysis and routine decisions.

  • Direction

    Define objectives, priorities and constraints for agent fleets.

  • Judgment

    Decide at boundaries that exceed agent authority or call for ethical reasoning.

  • Governance

    Set and evolve the rules under which agents operate.

  • Accountability

    Hold ultimate responsibility for outcomes, backed by their own verifiable professional credentials.

Use cases

Work that crosses domains.

Verified identity lets agents carry a matter across disciplines, with a conductor at every boundary.

  • Legal → Insurance

    Cross-domain claims resolution

    A claimant's KERI AID anchors their identity across insurer, legal counsel and medical provider. Agents gather evidence, assess liability and coordinate settlement, with every credential verified in real time.

    Conductor: steps in at liability disputes and settlement thresholds.

  • Compliance → Audit

    Continuous regulatory compliance

    Instead of annual audits, agents monitor regulatory change, assess impact and generate reports. Auditor findings are issued as verifiable credentials, building an immutable history.

    Conductor: the compliance officer reviews flagged items and approves remediation.

  • HR → Advisory

    Credential-verified expert matching

    Organisations find qualified professionals through ACDC credential matching. Agents scope engagements, verify expertise claims and coordinate deliverables.

    Conductor: the engagement manager makes the final selection from verified profiles.

  • Property → Finance

    Autonomous settlement coordination

    Agents coordinate buyer, seller, lender and title authority. Authorisations are verified via KERI delegation, and settlement conditions run as programmable rules with on-chain finality.

    Conductor: the conveyancer approves milestones and resolves exceptions.

Transformation

What changes.

The shift from traditional to identity-native professional services changes fundamental assumptions.

  • Institutional accreditation

    Cryptographic credential verification (ACDC)

  • Manual document review

    AI agent processing with human oversight

  • Periodic compliance audits

    Continuous autonomous monitoring

  • Opaque pricing models

    Programmable, transparent fee structures

  • Siloed client records

    Portable, consent-governed verifiable data

  • Centralised regulatory bodies

    Community-governed professional standards

  • Point-in-time assessments

    Real-time credential and compliance state

  • Professional as executor

    Professional as conductor

Benefits & challenges

What it delivers. What still needs work.

Addressing the challenges takes gradual adoption, transparent governance design and active engagement with existing regulatory frameworks.

Benefits

Trust you can check.

Credentials, actions and outcomes become verifiable rather than asserted.

  • Verifiability

    Every professional credential, action and outcome is cryptographically verifiable rather than institutionally asserted.

  • Efficiency

    Agents run routine workflows at machine speed, freeing professionals for judgment and strategy.

  • Portability

    Credentials and client records move with their holders, not locked within institutional silos.

  • Transparency

    Fee structures, governance rules and compliance states are programmable and auditable.

  • Resilience

    Decentralised infrastructure and community governance reduce single points of failure in professional service delivery.

Challenges

Open questions.

The work still ahead before this becomes the default.

  • Regulatory recognition

    Existing frameworks may not yet recognise cryptographic credentials as equivalent to institutional accreditation.

  • Governance complexity

    Community-governed standards need robust decision-making to maintain quality and accountability.

  • Identity infrastructure adoption

    Widespread adoption of KERI/ACDC infrastructure is still in its early stages.

  • Professional liability

    The legal framework for liability in human-conductor and AI-agent relationships is still evolving.

  • Interoperability

    Credential schemas and agent protocols must be standardised across jurisdictions and professional domains.

Interfaces & ecosystem

Where selfdriven.pro connects.

Interfaces to work with today, and the selfdriven properties this framework plugs into.

Interfaces

Put it to work.

Start with the human interface, or read the framework in full.

Ecosystem

The wider selfdriven family.

Governance, community, infrastructure and finance around selfdriven.pro.

Work with us

Your practice.
Your agents. Your call.

Bring a workflow, a credential or a compliance problem. We'll build the agents around how you already work, with you as the conductor.

Open the Human Interface