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AI agents, ready to put to work.

Browse production-grade agents that automate real work — across your lab, your back office and your IT. Pick one, prove it in weeks, scale what works. Human-in-the-loop and governed by default.

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20+
ready-to-deploy agents across five areas
weeks
from pilot to a working agent on your data
Human
in the loop, on every decision that matters
EU AI Act
governed and audit-ready by design

What it is

Most AI never makes it past the demo. Agents are different — they do the work.

An agent understands intent and executes multi-step tasks end to end: reading a document, reconciling the numbers, resolving the ticket, steering the batch. We've packaged the ones that deliver the clearest value into a catalog you can browse, pilot and scale — built on your data, with a human in the loop wherever it counts.

Start with biotech and the lab, where we go deepest — then put the same agentic automation to work across finance, operations, IT and HR. Any function, any industry.

The work that's quietly eating your teams

Every function carries repetitive, multi-step work that never gets automated — too fiddly for rules, too costly for headcount.

That's exactly the work an agent does best.

  • 01

    Manual, repetitive work

    Skilled people spending their days re-typing, reconciling and chasing instead of deciding.

  • 02

    Knowledge that doesn't scale

    Answers locked in a few experts' heads — and a queue forming behind them.

  • 03

    Slow, multi-step processes

    Work that crosses five systems and three approvals before anything actually happens.

  • 04

    AI that stays a demo

    Impressive proofs of concept that never reach production or touch the P&L.

  • 05

    Automation you can't trust

    Black-box tools with no oversight — a non-starter in a regulated environment.

Browse the catalog

21 production-grade agents, grouped by where they work. Filter to your area, pick one, and prove it in weeks.

Biotech & Lab

4 agents

Domain agents where we go deepest — built for GxP, data integrity and the realities of the bench and the plant.

  • Bioreactor Growth Agent

    Live

    Monitors and steers bioreactor runs in real time, holding cultures at peak growth and flagging deviations before a batch is lost.

    Fewer lost batches

  • Batch Review Agent

    New

    Reviews electronic batch records, catching deviations and missing entries before QA does — review by exception, not page by page.

    Faster batch release

  • Lab Data Steward Agent

    New

    Normalizes and FAIR-ifies instrument output into AI-ready, audit-ready data, with no manual transcription.

    Clean, compliant data

  • Deviation & CAPA Agent

    New

    Drafts deviation reports and CAPA actions from the evidence, ready for a human to review and sign off.

    Less manual QA writing

Finance

3 agents

Take the manual load off your finance team — closing faster, with fewer errors.

  • AI Controlling Agent

    New

    Reconciles actuals against plan, explains the variances, and drafts the management commentary your controllers used to write by hand.

    Close the books faster

  • AI Invoice Processing Agent

    New

    Reads, validates and posts incoming invoices end to end — matches POs and routes only the exceptions to a human.

    Touchless accounts payable

  • Custom Financial Dashboards

    New

    Live, self-updating dashboards that answer plain-language questions about your numbers.

    Decisions on live data

Processes

4 agents

Automate the multi-step back-office work that crosses systems and teams.

  • Process Mining & Discovery

    New

    Reconstructs how your processes actually run from system logs and pinpoints where time and money leak.

    See the real process

  • Agentic Workflow Automation

    New

    Deploys agents that execute multi-step workflows end to end, with humans approving only what matters.

    Hands-off throughput

  • Document Processing Agent

    New

    Turns unstructured documents — contracts, specs, forms — into structured, validated data.

    No more manual entry

  • Knowledge Management Agent

    New

    Answers staff questions instantly from your own documents, wikis and SOPs.

    Instant answers

IT

7 agents

Keep your stack healthy, secure and efficient — with agents that watch, diagnose and fix.

  • AIOps & Observability Agent

    New

    Correlates alerts into incidents and surfaces the probable root cause before users even notice.

    Less downtime

  • Network Management Agent

    New

    Detects, diagnoses and remediates network issues automatically.

    A self-healing network

  • Security & Compliance Agent

    New

    Continuously checks configs and activity against your security and regulatory baselines.

    Always audit-ready

  • Identity & Access Agent

    New

    Automates joiner–mover–leaver access and flags risky entitlements.

    Least privilege by default

  • Cloud & FinOps Agent

    New

    Tracks cloud spend, finds waste and recommends — or applies — the savings.

    A lower cloud bill

  • IT Support Copilot

    New

    Resolves common tickets and guides your service desk with grounded, accurate answers.

    Faster resolution

  • Engineering Acceleration

    New

    Brings agentic coding into your SDLC to ship faster with higher test coverage.

    Ship faster

HR

3 agents

Give your people team back their time — from hiring to onboarding to everyday questions.

  • Recruitment & Screening Agent

    New

    Screens and ranks candidates against the role, drafting shortlists and interview notes.

    Faster hiring

  • Onboarding Automation

    New

    Runs the new-hire checklist end to end across systems so day one just works.

    A smooth day one

  • HR Knowledge Assistant

    New

    Answers employee policy and benefits questions instantly from your HR knowledge base.

    Self-service HR

Don't see your use case?

The catalog is a starting point. We build custom agents on your data, for your function — same governed, human-in-the-loop approach.

Tell us what you need

How every agent ships

Agent Assessment → Agent Pilot & Deploy → Agent Care

Every agent ships the same way — start small, prove it, scale what works.

Assess → Pilot → Care. One agent at a time, on your data, with a human in the loop.

  1. 01 Entry

    Agent Assessment

    In about two weeks, find the agents that will pay back fastest in your function — mapped to your systems, scoped and costed.

    • Your highest-value automation opportunities, ranked
    • Feasibility against your real systems and data
    • Human-in-the-loop and governance design
    • A costed pilot plan with expected return
  2. 02 Core

    Agent Pilot & Deploy

    We build and deploy a working agent on your data in weeks — with the guardrails, oversight and audit trail a real operation needs.

    • A production-grade agent live on your data
    • Human-in-the-loop controls where it matters
    • Integration with your existing systems
    • Audit trail and governance built in
  3. 03 Expansion

    Agent Care

    Run, monitor and improve your agents — and add the next one. The catalog is a roadmap, not a one-off.

    • Managed operation and monitoring
    • Continuous improvement and retraining
    • Governance and audit-trail upkeep
    • Roll out new agents as you grow

What you get

Real work, done by agents — governed, accountable and built to scale.

  • Work that runs itself

    Repetitive, multi-step tasks handled end to end, so your people focus on decisions, not data entry.

  • Proof in weeks

    Start with one agent, on your data, and see the value before you scale.

  • Human in the loop

    Oversight on every decision that matters — automation you and your auditors can trust.

  • Governed by design

    Audit trails, access control and EU AI Act readiness built in from the first pilot.

Proof

Ready to put an agent to work?

Contact us today