PUT WORK
IN MOTION.
Connect the information, software and people that move your business forward.
Monolit labs builds AI-assisted workflows for enquiries, documents and internal knowledge. We start with the operation, then choose what to connect, automate and keep in human hands.
Discuss your workflow FREE DISCOVERY CALL · 30 MINUTES
FOLLOW THE WORK.
Choose a familiar problem. See where software, AI and your team each have a job.
An enquiry should start a workflow.
A message arrives. Someone copies it, checks the details and chases the next person. The customer waits between every step.
- 01Receive the enquiry
- 02Find the right context
- 03Prepare the next action
- 04Hand over with a record
- 01 / SOFTWAREConnect and check.
- Connect the enquiry channel, customer record and booking or task system. Apply agreed routing and follow-up rules.
- 02 / AIInterpret and prepare.
- Interpret a free-text request, summarize the conversation or prepare a reply from approved information.
- 03 / PEOPLEDecide and own.
- Review exceptions, sensitive requests and commitments that need a person's decision.
THE INTENDED RESULTA team member receives the enquiry with its context and a clear next action.
Explore the Digital Front DeskTurn incoming documents into usable work.
Information arrives in files and emails. The team reads it, retypes the same fields and checks whether anything is missing.
- 01 / SOFTWAREConnect and check.
- Validate formats, check required fields, match records and write approved information to the destination system.
- 02 / AIInterpret and prepare.
- Extract or classify information from varied text and document layouts when fixed rules alone are insufficient.
- 03 / PEOPLEDecide and own.
- Resolve missing, ambiguous or conflicting information before it affects a business record.
THE INTENDED RESULTAn organized review queue with traceable source material, rather than repeated copying between tools.
Explore the Operations PlatformGive the team a route to an answer.
The answer exists somewhere in a policy, an SOP or a shared document. Finding the current version becomes another person's job.
- 01 / SOFTWAREConnect and check.
- Manage permissions, source selection and document versions so the system searches the right information.
- 02 / AIInterpret and prepare.
- Retrieve relevant passages and explain them in the context of a question, with references for the reader to inspect.
- 03 / PEOPLEDecide and own.
- Own the source documents, check consequential answers and handle questions the available material cannot support.
THE INTENDED RESULTA useful starting point grounded in the team's information, with a clear path when an answer is unavailable.
Explore a Custom BuildIllustrative workflows. Capabilities and integrations are scoped around your systems, access and requirements.
DEFINE IT.
THEN BUILD IT.
A useful system starts with a specific job, a person responsible for it and a way to judge whether it works.
- 01
Find the bottleneck.
Map the current workflow, its volume, the repeated work and the tools already involved. A simpler form, rule or integration may be the right answer.
- 02
Set the boundaries.
Identify available data, system access, decision rights and the cases that need review. Agree the outcome and how it will be evaluated.
- 03
Scope a working release.
Define the interfaces, integrations, testing, handover and support. The delivery plan follows the constraints established in discovery.
MEASURE.
INTERPRET.
MAKE IT USEFUL.
Our Free Audit combines browser-based checks with AI-assisted review to turn a website URL into a report.
It is one example of how we combine deterministic checks, model interpretation and a complete delivery workflow in a product of our own.
Inside the Free AuditCONTROL
BELONGS IN
THE DESIGN.
These decisions are part of scoping a production system. The agreed architecture and proposal define the commitments for your build.
01Data and access
Before selecting a model or connecting a source, we define what information the workflow needs, who may access it and what may leave your systems. Provider terms, retention and hosting choices are reviewed for the agreed solution; they are not identical across every build.
02Evaluation and human approval
Agree representative tasks, difficult cases and acceptance criteria before launch. Define which actions can run automatically, which need approval, and what the system should do when it cannot support an answer. A convincing demo alone is not an acceptance test.
03Failure, monitoring and cost
Decide how failures surface, who owns the response and when work moves to a manual path. Usage limits, logs and monitoring need to fit the workflow and support arrangement. The proposal identifies dependencies and recurring third-party costs.
04Ownership and change
The scope defines the production assets, documentation, access and handover. Model or provider changes can affect behavior, cost and integrations; portability and maintenance requirements belong in the architecture and agreement from the start.
WHAT WORK
SHOULD MOVE?
Bring one workflow, the tools it touches and the part that keeps getting stuck. We can work out a sensible next step together.