What we build

Every system an engineer ships inside your company.

Fourteen production AI system types, from autonomous agents that run whole workflows to copilots that sit beside your teams. Not configured. Not templated. Built in your repository by an engineer who stays until it runs.

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System types

47+

Production systems

6 weeks

Kickoff to production

Industries

01The briefs

Fourteen production system types.

Each brief covers what the system is, how it is built, where it has been deployed, and what the first weeks look like.

Autonomous Agents

Most enterprise AI stops at suggestions. Autonomous agents perceive context, reason through ambiguity, and take action across your systems -- completing in seconds what previously required hours of human coordination across teams and tools.

87%

Reduction in manual process cycle time across deployed agent workflows

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Team Copilots

Not another chatbot. Team Copilots are role-specific AI systems that live inside your workflows — drafting, researching, analysing, and recommending in real time. They learn your processes, respect your compliance boundaries, and get sharper with every interaction. Production-grade in 4–6 weeks.

3.2x

Average team productivity gain at 90 days

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Document Intelligence

Combine state-of-the-art OCR with large language models to extract, classify, and validate data from invoices, contracts, claims, compliance filings, and any unstructured document -- at enterprise scale with human-grade accuracy.

95%+

Straight-through processing rate on standard document types

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Decision Engines

Replace gut-feel decisions and static spreadsheets with intelligent systems that ingest thousands of data points, weigh competing factors in real time, and deliver explainable recommendations -- so your best people spend their time on judgment, not data wrangling.

40%

Faster time-to-decision across complex operational workflows

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Workflow Automation

Replace brittle rule chains and manual handoffs with AI-orchestrated workflows that route, decide, and escalate based on context -- not just pre-programmed if/then trees.

87%

Reduction in Manual Handoff Time

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Predictive Analytics

Turn operational data into demand forecasts, risk scores, and opportunity signals that compound in accuracy over time. No data-science team required -- Neume deploys production-grade predictive models with human-in-the-loop validation, so your team acts on insights, not equations.

34%

Average Forecast Error Reduction vs. Legacy BI

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Conversational AI

Deploy AI agents that understand context, handle complexity, and operate across chat, voice, and messaging channels — built around your business logic, not a generic template.

70%+

Automated resolution rate

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Data Integration & ETL

Enterprises lose 30-40% of analyst capacity to manual data wrangling -- reconciling mismatched schemas, chasing down custodian feed failures, and hand-mapping fields between systems that were never designed to talk to each other. Neume replaces brittle, rule-based ETL with AI agents that understand your data semantically, adapt to schema drift automatically, and deliver clean, reconciled datasets to downstream systems in hours instead of weeks.

85%

Reduction in manual data mapping effort

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Knowledge Management

Stop losing critical expertise when employees leave. Neume indexes every document, email, ticket, and system of record into a unified knowledge layer -- so your entire organization can find answers in seconds, not hours.

73%

Reduction in Time Spent Searching for Information

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Compliance & Audit AI

Regulated enterprises spend 15,000-40,000 person-hours per year on manual compliance activities -- evidence gathering, control testing, policy mapping, and audit preparation -- that are fundamentally pattern-matching and document-processing tasks. Neume's Compliance & Audit AI compresses these cycles from quarterly marathons into always-on, machine-verified assurance with human oversight at every decision boundary.

80%

Reduction in manual evidence-collection hours

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Computer Vision

Turn cameras, scanners, and satellite feeds into structured, actionable data -- replacing manual visual inspection with auditable, sub-second analysis at any scale.

99.4%

Defect Detection Accuracy

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Process Mining

Neume's AI process mining reconstructs real execution paths from system event logs, surfaces bottlenecks invisible to management, and quantifies the gap between documented procedures and ground-truth behavior -- in weeks, not quarters.

73%

Of Processes Deviate from Documented SOPs

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AI Training & Enablement

Generic courses teach theory. Neume embeds AI literacy directly into your workflows, creating internal AI champions who drive adoption long after the engagement ends. Your people stop fearing AI and start leveraging it -- within weeks, not quarters.

Faster Time-to-Competency vs. Self-Paced Courses

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Custom LLM Fine-Tuning

Neume Labs builds fine-tuned LLMs that speak your industry's language -- from legal clause interpretation to medical coding taxonomy -- delivering measurably higher accuracy, lower inference cost, and full data sovereignty throughout the training lifecycle.

40%

Average accuracy improvement over base models on domain-specific tasks

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Not sure which one?

If the work runs on documents, decisions, and handoffs, one of these applies. The audit tells you which to build first.

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Where to start

We audit first. Then we build.

The engineer embeds with the teams doing the work, maps every workflow, and ranks each one by AI leverage. You get a build plan with ROI attached to every system before any retainer.

Book a call with an engineer Or start from your industry