01
Visual agent builder
Drag, drop and wire up nodes. No code needed, and Python is there when you want it.
Designed to connect with systems such as these. Each connection is confirmed during mapping
Designed around people
Automation should feel like relief, not replacement.
Liba handles the system work around the team: intake, knowledge, review and handoff, while people stay in control of the decisions that matter.
The platform
Agents that hold up
long after the demo.
Most tools help you build an agent and stop there. Liba also handles the review, the approval and the audit that come afterwards. The screens below are illustrative and use sample data.
02
Teams of agents
An orchestrator delegates to specialists and merges the results.
03
Knowledge with citations
Point it at your documents. Every answer links to its source page.
04
Human in the loop
When the agent is unsure, the decision goes to a named reviewer instead of straight out the door.
05
Governed lifecycle
Dev, staging and production, versioned. Publishing needs approval.
06
Any model, local too
Commercial APIs, your own cloud, or open models running on your hardware.
How a project runs
From a mapped process to an accepted workflow.
Our engineers build the first agents together with your team, so the knowledge stays with you when we leave.
STEP 01
Connect
We map your systems and stand up secure connections.
STEP 02
Build
We pick one painful process and build it together, with your people driving.
STEP 03
Govern
Roles, gates and retention set before production. Compliance designed in.
STEP 04
Scale
We train internal builders so departments ship their own agents.
Working with Liba
What you get when working with Liba
The platform runs the workflow. Our implementation team helps you get there, one process at a time.
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A map of the process
We map the process with the people who run it: its information sources, systems, responsibilities and the points that need judgement. You receive it in writing.
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Agreed scope and acceptance criteria
A short scope document for the first implementation: its objective, inputs and outputs, systems, dates, and the measures it must meet to be accepted.
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The workflow, connected
We build the workflow and connect the systems it needs, with your existing systems kept as the system of record.
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Approvals, exceptions and traceability
We define where a person approves, how exceptions are routed, and what is recorded for every case.
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Testing, training and handover
Results are tested with your process owner, users are trained by role, and responsibility for running the workflow is handed over explicitly.
Exact scope, timing, deployment and ongoing support depend on the agreed engagement.
Public sector
Municipal workflows
Applications, document checks and exceptions, with employees making the decisions. Includes a municipal case study.
Read about municipal workflows → OrganisationsEnterprise implementation
How an existing business process becomes an agreed AI implementation, with an anonymous example and what affects scope and timing.
Read about enterprise implementation →Government & local authorities
Language, sovereignty and audit
were here from the start.
In most enterprise AI, the language your people actually work in is a translation layer bolted on late, and sovereignty costs extra. We built the platform the other way round.
Resident service centres
Permits & licensing
Tenders & procurement
Freedom of information
Welfare casework
Inspection & enforcement
Use cases
What organisations put into production first.
Each one is scoped, measured against your own baseline and accepted before anyone relies on it.
Resident contact centre
Grounded strictly in your published bylaws. Hands off to a human when unsure.
Answers only from your published material
Hands over to a person when it cannot answer
Permit & licensing intake
Files classified and checked against requirements before a planner sees them.
Checks completeness against defined requirements
Exceptions go to an employee with the evidence
Credit file review
OCR and validation against your credit policy. Exceptions drafted as a memo.
Validates documents against your credit policy
An analyst reviews every exception memo
Contract review & redlining
Agreements compared clause by clause, with a deviation report and redlines at the end.
Flags deviations clause by clause
A lawyer approves the redlines
Control testing & audit
Reads the audit programme, pulls the evidence, records where it was found.
Records where each piece of evidence was found
The auditor signs off the findings
Tender drafting & bid comparison
Draft tenders from your clause library, then score bids against the criteria.
Drafts from your approved clause library
The tender committee makes the decision
Security & governance
Assume the auditor will ask.
Every step is saved, so you can always check what happened and why.
Your data stays yours
Nothing you process is used to train a model, and that is written into the contract.
Encryption end to end
AES 256 at rest, TLS 1.3 in transit, and encrypted credentials.
Identity and access
SAML SSO, SCIM, enforced MFA and access by role.
Retrieval that respects permissions
Answers respect the reader permissions you already set.
Complete audit trail
Every run is logged, versioned and can be replayed later.
Ready for a compliance review
Controls designed with ISO 27001, SOC 2, the GDPR and local data protection law in mind. Ask us for current certification status.
Sovereign cloud
Region of your choice
Private VPC
Your cloud tenancy
In your data centre
Hardware you own
Disconnected
No external network
Engagement models
Start with one process
and grow from there.
We would rather deliver one agent that survives contact with your auditors than fifty that never leave the pilot.
Pilot
Fixed fee
One process, scoped and accepted in writing, built together with your team.
- Process map and written scope
- System connections agreed in the scope
- Human approvals and exceptions defined
- Testing with your process owner
- Training and handover
Organisation
Annual
Departments build their own agents under central governance.
- Unlimited agents and projects
- Full connector library
- Dev / staging / production
- SSO, SCIM and access by role
- Evaluation and observability suite
- Named solutions engineer
Government & Defence
Tendered
Sovereign deployment for ministries, authorities and defence.
- Everything in Organisation
- Installed in your data centre, or on a disconnected network
- Open models running on your hardware
- Accessibility certification support
- Security review and control mapping
- Delivery team arranged to your security requirements