Hybrid workforce intelligence

Redesign work for AI.
Move your people forward.

Talyn connects your structure, people, skills, work and AI agents. It plans the workforce you need and moves people into it through learning, internal mobility and redesigned work, with every consequential decision approved, explained and audited.

  • Arabic and English
  • People approve decisions about people
  • Tamper-evident audit trail

The platform

Eight modules on one shared foundation

Each module is useful on its own from the first day. Together they share one model of your organization, one set of permissions and one audit trail.

  • Transform work

    Strategy & transformation

    A strategy map, the transformation portfolio and a workspace for each initiative, with diagnostics, change plans and executive briefings.

  • Transform work

    Human–AI work design

    Redesign processes task by task, compare scenarios side by side, and give every critical AI task an accountable person.

  • Transform work

    Organization intelligence

    Effective-dated structure, jobs, positions, processes and AI assets, on a skills ontology built from ESCO and O*NET.

  • Empower people

    Workforce intelligence

    The skills inventory, gap analysis, task exposure and readiness, the workforce plan and nationalization targets.

  • Empower people

    Talent & career mobility

    Publish internal opportunities, work the mobility queue, and plan succession and talent pools.

  • Empower people

    Learning & development

    Programs, sprints and assessments of practical work, with assessor-validated evidence that updates readiness.

  • Grow business

    Growth & opportunity

    Register real business demand, match it to verified capacity, then staff the work and track its delivery.

  • Grow business

    Performance & value

    A dual scorecard that gives people and business results equal weight, with KPIs, experiments and outcome evidence.

Oversight in every module

The same controls apply wherever a decision is made.

  • Approvals & policies

    Approval workflows, policy checkpoints and separation of duties.

  • Audit & evidence

    A hash-chained log of every consequential action.

  • Privacy & consent

    A consent ledger, data rights and careers private by default.

  • AI oversight

    Review, confidence and override on AI suggestions, with incidents tracked.

How it works

From an AI change to a new opportunity

When AI changes a process, Talyn follows the change all the way through: from the redesigned work, to the people it frees, to the business demand they move into.

  1. 01

    Map the work

    Processes, tasks, roles and skills, from your systems or from files you import.

  2. 02

    Model the change

    Versioned scenarios that state their uncertainty. A forecast is never shown as a result.

  3. 03

    Verify the capacity

    Time freed by AI moves from potential to observed to deployable before anyone allocates it.

  4. 04

    Validate the demand

    New work needs evidence of real demand. AI-generated ideas stay hypotheses until an owner confirms them.

  5. 05

    Move people

    Opportunities people choose, learning that closes the gap, and transitions a person approves.

  6. 06

    Measure both sides

    Human progress and business value side by side, with the lessons kept for the next change.

Capacity, counted in stages

Example

Hours move forward only with evidence, and the same hour can't be allocated twice. None of it counts as savings until finance has reviewed it.

  • Potential1,240 h
  • Observed860 h
  • Deployable610 h
  • Allocated420 h

Realized valueCounted after finance review

Results, measured on both sides

Example

The dual scorecard gives human progress and business progress equal weight, so neither is traded away unseen.

Human progress

68/100

  • Skills verified72
  • Internal moves61

Business progress

64/100

  • Demand fulfilled66
  • Cycle time59

My Talyn

A private career space for every employee

My Talyn is where people explore their future, build evidence of their skills and apply for the opportunities they want. What they explore stays theirs until they choose to share it.

  • Career paths and an AI career mentor

    See where you could go next and what it takes to get there.

  • Learning with an AI tutor

    Courses, sprints and certificates tied to the skills you're building.

  • Skills backed by evidence

    Self-declared skills are marked as such. Assessed work is what counts.

  • Your data, your rights

    See what you share, take it back, and ask for an export, a correction or deletion.

Trust

Built for decisions that affect people

Talyn recommends. People decide. Every step leaves evidence you can check.

  • People approve people decisions

    AI never makes a termination, demotion or other adverse decision. Transitions follow your approval chain, with separation of duties.

  • Every recommendation explained

    Sources, confidence and policy limits are shown, and anyone affected can challenge the outcome.

  • A tamper-evident audit trail

    Consequential actions go into a hash-chained log that can be verified and can't be quietly rewritten.

  • Private by default

    Consent is recorded and revocable. Private data stays out of manager exports and AI prompts, and small groups are suppressed.

  • Your systems stay authoritative

    Each connector declares its authority and sync direction. Talyn never silently overwrites your HR system.

  • Enterprise sign-in

    Single sign-on with SAML and OpenID Connect, MFA policies, passkeys and scoped service accounts.

  • A database per organization

    Each organization's data lives in its own database, with object-level access checks on every read.

  • AI under control

    AI runs only when someone asks. Every call is logged, spending has a monthly limit, and AI incidents are tracked.

Works with the systems you run

Talyn works on its own, without an HRIS, ERP or LMS. Where you have them, it connects to them, and they stay the source of truth.

  • SAP SuccessFactors
  • HRIS files
  • LMS files
  • CRM and ERP files
  • ESCO
  • O*NET
  • SAML 2.0
  • OpenID Connect
  • Webhooks

Arabic and English, built in

Every screen works in both languages, right to left in Arabic, with each person's choice of digits. Nationalization targets and subsidy claims sit inside the workforce plan.

See what Talyn would do for your organization

Book a guided walkthrough: one redesign, from the first scenario to the people it moves, and what each employee sees along the way.