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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

    Early access

    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

    Early access

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

    Clean, compliant data

  • Deviation & CAPA Agent

    Early access

    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

    Early access

    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

    Early access

    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

    Early access

    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

    Early access

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

    See the real process

  • Agentic Workflow Automation

    Early access

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

    Hands-off throughput

  • Document Processing Agent

    Early access

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

    No more manual entry

  • Knowledge Management Agent

    Early access

    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

    Early access

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

    Less downtime

  • Network Management Agent

    Early access

    Detects, diagnoses and remediates network issues automatically.

    A self-healing network

  • Security & Compliance Agent

    Early access

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

    Always audit-ready

  • Identity & Access Agent

    Early access

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

    Least privilege by default

  • Cloud & FinOps Agent

    Early access

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

    A lower cloud bill

  • IT Support Copilot

    Early access

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

    Faster resolution

  • Engineering Acceleration

    Early access

    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

    Early access

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

    Faster hiring

  • Onboarding Automation

    Early access

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

    A smooth day one

  • HR Knowledge Assistant

    Early access

    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

Related insights

Frequently asked

What's the difference between an AI agent and a chatbot or copilot?
A chatbot answers; an agent acts. An AI agent (agentic AI) can plan a multi-step task, use tools and systems, and carry it through — under defined guardrails — rather than just replying. We build production-grade agents for real workflows, not demos, with a human in the loop where it matters.
Are AI agents compliant with the EU AI Act — what changes on 2 August 2026?
From 2 August 2026 the EU AI Act's obligations for high-risk AI systems become enforceable, requiring risk management, human oversight, traceability and logging. We build agents to be EU AI Act-ready: governed, auditable and human-overseen, so you can adopt them without inheriting a compliance problem.
What does 'human-in-the-loop' mean for agents in regulated industries?
It means a person reviews or approves the decisions that carry risk, while the agent handles the rest. The agent's actions are logged and explainable, so you get the speed of automation with the oversight and audit trail that regulated work — and the EU AI Act — demands.
How do AI agents work in a lab or drug-discovery setting?
They automate the loop around the science — pulling data, running analyses, drafting reports, triaging results across the design-make-test-analyze (DMTA) cycle — so scientists spend time on decisions, not glue work. Because they sit on a connected, compliant data layer, their outputs are traceable.
Can AI agents automate finance, procurement or IT — and how is data access governed?
Yes — our catalog spans lab, finance, processes, IT and HR. Each agent only touches the systems and data it's explicitly granted, with role-based access, logging and human approval on sensitive actions, so automation never outruns your governance.
Should we build our own agents or use a platform like Agentforce or Copilot?
Platforms are quick for generic tasks but hard to govern and validate for regulated, domain-specific work. We build the independent, compliant alternative — agents shaped to your processes, running in your environment, EU AI Act-ready — and prove one in weeks before you scale.

Ready to put an agent to work?

Contact us today