National AI ImplementationSince 2012
Put AI to work on the process that is costing you the most.
Lingows builds AI agents, agentic workflows, and process automation that run in production. We scope the workflow first, pick the model second, and stay on to operate the system after launch.
- Founded 2012
- Building with AI since 2017
- Led by a 37-year industry veteran
01The Problem
Most AI projects fail for reasons that have nothing to do with the model.
Fourteen years of implementation work turns up the same four failures. Naming them early is how a project avoids them.
01
Pilots that never reach production
A demo works in a sandbox, then stalls on access, data quality, and error handling. The gap between a demo and a system people depend on is where most budgets die.
02
Tools bought before the workflow is understood
A license gets signed, then someone tries to find a job for it. The right order is the other way around. Map the workflow, measure the cost, then choose what to build.
03
Single-vendor lock-in
Standardizing on one model provider means every task runs on whatever that provider is good at. Cost, latency, and quality all suffer on the tasks that fit somebody else.
04
Nobody operating the system after launch
Models change, prompts drift, and upstream data shifts. Without monitoring, evaluation, and an owner, an AI system quietly degrades until people stop trusting it.
02Solutions
Eight practices, one delivery team.
Every engagement starts with the workflow and ends with a system somebody owns. Pick the entry point that matches where you are.
03Track Record
Longevity is the proof point.
Lingows was building with AI years before it was a category. That is the record. No inflated counts, no borrowed metrics.
14
Years in business
Founded in 2012 and still independently run.
2017
Building with AI since
Years before the current wave arrived.
37
Years of industry experience
Behind the firm, in one pair of hands.
04How We Work
Four steps. The fourth is the one that matters.
Assess, design, and build get a system live. Operate keeps it working after the launch meeting ends.
01
Assess
We map the workflow, count the hours it consumes, and find where the errors happen. If automation is not worth it, we say so.
02
Design
We specify the system before writing it. Data sources, model routing, human handoffs, failure modes, and how success gets measured.
03
Build
We build against your real systems, not a sandbox. Integrations, evaluation, logging, and access control ship with the first release.
04
Operate
This is the step most firms skip. Models change and data drifts, so we monitor output quality, re-run evaluations, adjust routing, and keep an owner on the system for as long as it runs.
05Platforms
We are not married to one model provider.
Lingows is vendor-neutral. We run the current frontier lineup, Claude, GPT, Gemini, Grok, Perplexity, Llama, and Mistral, and route each task to whichever model actually fits it on cost, latency, and quality. That routing is the work.
- Anthropic Claude ImplementationAnthropic is an AI research and deployment company known for a safety-focused approach to model training and a strong reputation for long context reasoning and careful instruction following. Lingows AI treats Anthropic as a primary vendor for document heavy and compliance sensitive work across client engagements.
- Google Gemini ImplementationGoogle is a cloud infrastructure company whose model family is built natively into its search, workspace, and Vertex AI cloud products, giving it deep integration with document storage, spreadsheets, and video content that other vendors reach only through separate connectors. Lingows AI leans on Google for multimodal and search grounded work.
- Meta Llama ImplementationMeta is a consumer technology company that publishes an open weight family of models under a license permitting broad commercial use, making it the most common self hostable option Lingows AI deploys for clients that need models running inside their own infrastructure. It differs structurally from proprietary vendors by shipping downloadable weights instead of only API access.
- Mistral ImplementationMistral is a European AI company that publishes both open weight models and a proprietary hosted API, giving clients a choice between self hosting and managed access from a single vendor. Lingows AI frequently recommends Mistral to clients with European data residency requirements or a preference for smaller, efficient models.
- OpenAI Implementation for EnterpriseOpenAI is the vendor most responsible for popularizing chat based large language models and maintains one of the broadest tool ecosystems in the industry, spanning function calling, code execution, image understanding, and voice interfaces. Lingows AI relies on OpenAI for breadth of tooling and general purpose reasoning across many client projects.
- Perplexity Implementation for Search Grounded AIPerplexity is an answer engine company built around retrieving current web sources and citing them directly inside generated responses, rather than relying only on knowledge fixed at training time. Lingows AI uses Perplexity specifically for tasks that require sourced, checkable answers about recent events or niche public information.
- xAI Grok ImplementationxAI is a newer entrant in the model provider market built with close ties to a large real time social data platform, giving its models comparatively fast access to current events and public conversation trends. Lingows AI treats xAI as a specialist vendor for real time social and trend aware tasks rather than a general purpose default.
06Colorado and National
Rooted in Colorado. Delivering across the country.
Headquarters
Lafayette, Colorado
One office, on the Front Range. We work on site with Colorado clients from Boulder to Colorado Springs and know the local operating economy firsthand.
400 E Simpson St #210-BLafayette, CO 80026Colorado service areasNational delivery
Remote-first implementation
Most of our work happens inside your systems, not in a room. We deliver nationally from our single Colorado office, with scheduled on-site visits where a project needs them.
Metro areas we serve07Group companies
Four companies, one operating group.
Lingows AI handles agents, agentic workflows, and automation. Marketing, application builds, AI blueprinting, and voice AI run through sister companies that share the same team and standards.
Bring one workflow. Leave with a scope, a cost, and a timeline.
A consultation is a working session with the people who do the build. No slide deck.