“We re-key thousands of vendor invoices a month.”
A pipeline reads each invoice, matches it to the PO and receipt, and queues only the exceptions.
the problem is the purpose.
Start with the problem.
Then build what solves it.
Vigoris Labs helps established companies take the hard, expensive problems in their operations and solve them with AI: properly built, measured, and with people in control.
Where the cost hides
Most companies don't need more AI. They need specific problems gone.
Document-heavy back officesInvoices, contracts, claims and reports read, keyed and checked by hand, at volume.
Systems that don't talkERP, CRM, finance and operations data in different places, reconciled in spreadsheets.
Review work that never endsReconciliation, audit prep and compliance checks that tie up skilled people for days.
Reporting that arrives lateLeadership decisions made on numbers that took a week to assemble.
See it work
An agent that does the checking, and asks before it acts.
This is the kind of workflow we build: an agent works through a batch of vendor invoices, matches each one against its purchase order and receiving record, and routes the exceptions to a person with its reasoning attached. Nothing is approved without a human.
Illustrative demo. Vendors, numbers and system names are invented.
Batch · vendor invoices
Invented vendors and figures, for illustration only.
How we help
Three ways in. One aim: the problem solved.
When off-the-shelf doesn't fit
Bespoke AI Software
Software built around how your company actually works, with AI where it earns its keep.
Read more →
When multi-step work needs doing reliably
AI Agents & Agentic Systems
Agents that carry defined workflows end to end, with approval gates and full logs.
Read more →
When leadership needs a plan
AI Integration Consulting
A clear roadmap, governance and policy, and someone senior on your side of the table.
Read more →We'd rather be a solution than a feature list. Every engagement starts with one question: what problem are we actually solving?How Vigoris Labs works
From the shop floor to the back office to the boardroom. Based in Midland, Texas.
How we work
Simple, in this order.
01
Assess
We learn how the work is done today, what it costs, and what ‘fixed’ looks like in your own numbers.
02
Build in phases
Fixed-scope phases, each delivering something working in production, not a slide deck.
03
Keep people in control
Approval gates, logs and clear ownership. You own what we build.
Bespoke AI Software
When nothing off the shelf fits the way you work.
We build software around your company's real processes, with AI doing the reading, matching, checking and drafting your teams now do by hand.
Problems it solves
Data trapped in documentsContracts, invoices, forms and reports that someone has to read and re-key.
Spreadsheets running the businessCritical processes that depend on one person and one fragile file.
Errors found too lateMismatches that surface at month-end, in an audit, or with a customer.
Platforms that almost fitPaying for enterprise software and still working around it every day.
What we build
- Document intelligence that extracts, validates and files data
- Reconciliation and exception engines across systems
- Internal tools and dashboards on live operational data
- Replacements for fragile spreadsheet processes
- Secure integrations into ERP, CRM and finance systems
Master services agreement · Vendor AReviewing
Limitation of liability vs. policy 4.2Outside policy
Payment terms (net 60 vs. standard net 30)Flag
Data handling and retention clauseMatches
Termination for convenienceMatches
Routed to: Legal reviewerAwaiting approval
How an engagement works
From problem to production.
01
Assess
Map the process, data and systems, and agree on what ‘fixed’ means in measurable terms.
02
Build in phases
Fixed-scope phases with working software early, so feedback is cheap.
03
Hand over and support
You own the code. We document, train, and optionally maintain it.
Example problems
The kind of problem this is built for.
Illustrations of problem types, not client stories.
“Our job costing and our books never agree.”
A nightly reconciliation lists every gap with the source documents attached.
“Contract intake is a bottleneck for legal.”
Incoming contracts are checked against policy and routed with the issues highlighted.
“Ops reporting takes a week to assemble.”
Reports build themselves from source systems, ready for review on Monday morning.
Questions & answers
Bespoke AI Software, answered.
Straight answers to what leadership teams usually ask first. Anything else, bring it to the strategy session.
Book a free strategy session01What does a bespoke build actually include?
Discovery, design, the build itself, integration with your existing systems, testing on your real data, documentation, training for your team, and a period of fixes after launch.
02How long does it take?
An assessment typically takes weeks, not months. A first production phase is usually measured in weeks to a few months depending on scope and integrations.
03How is it priced?
We start with a paid assessment so the work is scoped against real data, not guesses. Builds are then quoted as fixed-scope phases, so you know the cost of each phase before it starts. After launch, an optional retainer covers monitoring, model and API changes, and ongoing improvements. We share figures once we understand the scope.
04Why not just buy a SaaS product?
Often you should, and we'll say so. Bespoke makes sense when your process is a genuine advantage, when off-the-shelf tools force costly workarounds, or when the job spans systems no single product connects.
05Who owns the code and the data?
You do. The code, data and documentation are yours, and we hand everything over so your team or another vendor can maintain it.
06Where does our data live, and how is it secured?
We design around your requirements: your cloud, a private server, or approved vendors. Access is limited to what the system needs, and we document where every piece of data flows.
07What results should we expect?
We don't promise numbers up front. In the assessment we measure a baseline in your own terms, such as hours, error rates or cycle time, agree on the target metric together, and report against it.
AI Agents & Agentic Systems
When multi-step work needs doing, every day, reliably.
Agents that carry defined workflows from start to finish across your systems, gathering, checking, drafting and routing, with a person approving anything that matters.
Problems it solves
Exceptions that pile upQueues of items that need investigation across several systems before anyone can act.
Cross-department hand-offsWork that stalls between finance, operations and sales because nobody owns the gap.
Research and prep by handAnalysts pulling the same information from five places before every decision.
Reporting cyclesRecurring reports assembled manually from systems that could feed them directly.
What we build
- Single-workflow agents for one clear, measurable job
- Multi-agent systems that hand work along a process
- Approval gates for anything sent, spent or changed
- Confidence thresholds that escalate uncertain cases
- Full audit logs of every step, source and decision
Run #2041 · Weekly ops reportComplete
1. Pull orders and shipments from ERPDone
2. Reconcile against carrier invoicesDone
3. Flag 3 late-shipment exceptionsNeeds review
4. Draft summary for operations leadAwaiting approval
Full log · every step and source recordedView
How an engagement works
From problem to production.
01
Pick one workflow
Frequent, well-defined and costly to do by hand, with a clear measure of success.
02
Run it supervised
The agent drafts, a person approves, and we measure accuracy on real work.
03
Widen carefully
More autonomy only where it's proven, with monitoring and guardrails in place.
Example problems
The kind of problem this is built for.
Illustrations of problem types, not client stories.
“Every carrier invoice needs checking against shipments.”
An agent reconciles each one and flags overcharges with the evidence attached.
“Month-end close takes the team a full week.”
Agents prepare reconciliations and variance notes for review instead of from scratch.
“Inbound requests are sorted by hand.”
An agent classifies, routes and drafts first responses across departments.
“Account reviews need hours of prep.”
An agent assembles history, open items and documents into one brief.
Questions & answers
AI Agents, answered.
Straight answers to what leadership teams usually ask first. Anything else, bring it to the strategy session.
Book a free strategy session01What exactly is an AI agent?
Software that carries out a defined, multi-step task: reading inputs, looking things up across systems, making a draft decision, and handing it to a person or the next step. It works within limits you set.
02What happens when an agent gets something wrong?
We design for it. Agents run with approval gates on anything that sends, spends or changes records, confidence thresholds that route uncertain cases to people, and full logs so any decision can be traced and corrected.
03How much human oversight is there?
As much as you want, and more at the start. New agents begin with a person approving every action. Autonomy is widened only where accuracy has been proven on your real work.
04Will it work with our existing systems?
Agents connect to the tools you already run (ERP, CRM, document stores, email, ticketing) through their APIs or approved connectors. Integration is scoped in the assessment.
05How long until an agent is in production?
A single, well-defined workflow typically reaches supervised production in weeks. Multi-agent systems are delivered in phases.
06How is it priced?
We start with a paid assessment so the work is scoped against real data, not guesses. Builds are then quoted as fixed-scope phases, so you know the cost of each phase before it starts. After launch, an optional retainer covers monitoring, model and API changes, and ongoing improvements. We share figures once we understand the scope.
07How is this different from an off-the-shelf AI tool?
Generic tools are built for everyone. Our agents are built around your process, data, permissions and approval rules, and they're monitored and maintained after launch.
AI Integration Consulting for Business
When leadership knows AI matters, but not where to start.
An independent, senior view of where AI genuinely helps your company, where it doesn't, how to govern it, and what to do first. Then, if you want, help doing it.
Problems it solves
Tools bought, no planSubscriptions adopted department by department, with no owner and no measure.
Staff using AI without rulesCompany and customer data going into tools nobody approved.
The board asks for an AI strategyAnd nobody in-house has the time or background to write one.
Every vendor says yesYou need someone on your side who will tell you what's real.
What we build
- Assessment of workflows, tools, data and risk
- A ranked opportunity list, including what not to do
- An enterprise AI acceptable-use policy and governance
- Vendor selection and build-versus-buy decisions
- Fractional AI executive leadership
Opportunity rankingEffort · Risk
AP invoice matchingStart here
Contract intake reviewPhase 2
Customer email triagePhase 2
Automated pricing decisionsDon't build yet
AI acceptable-use policyWeek 1
How an engagement works
From problem to production.
01
Assess
Interviews across teams and a look at real workflows, systems and data.
02
Prioritise
A short, ranked roadmap with effort, risk and expected value for each item.
03
Act
We help deliver the first win, so the plan doesn't sit in a folder.
Example problems
The kind of problem this is built for.
Illustrations of problem types, not client stories.
“Is our data safe in the tools people already use?”
A review of what's in use, and clear rules for what can go where.
“Should we buy this platform or build our own?”
An independent view weighed against budget, risk and how you work.
“We need an AI leader but can't hire one yet.”
Fractional leadership that owns the roadmap until you're ready.
“We tried AI and it didn't stick.”
Find out why, then restart with one problem small enough to win.
Questions & answers
AI Consulting, answered.
Straight answers to what leadership teams usually ask first. Anything else, bring it to the strategy session.
Book a free strategy session01What does an engagement include?
A review of current workflows, tools and data; a ranked list of opportunities with effort, risk and expected value; an AI acceptable-use policy; vendor and build-versus-buy guidance; and a roadmap leadership can hold us to.
02How long does the assessment take?
Typically weeks, not months, depending on how many teams and systems are in scope.
03How is consulting priced?
The assessment is a fixed, paid engagement. For companies that want ongoing senior leadership, we offer a fractional AI executive arrangement on a monthly basis. Any build work is quoted separately as fixed-scope phases. We share figures once we understand the scope.
04What is a fractional AI executive?
A part-time AI lead who owns the roadmap, vendor and build decisions, governance and risk, and reports to leadership, without the cost and search time of a full-time hire. It can also hold the seat until you hire.
05How do you handle governance and policy?
We write a practical policy covering which tools are approved, what data can go where, and who signs off, and we set up the light-touch reviews needed to keep it current.
06Will you work with our IT team?
Yes, closely. IT owns security, access and infrastructure; we work within your standards and make sure they're comfortable with every system before it goes live.
07What results should we expect?
A clear, prioritised plan and one early win delivered. We agree up front on the measures that matter, and report against them, rather than promising numbers.
About Vigoris Labs
We started with problems we couldn't solve.
Vigoris Labs grew out of real operational problems, and the discovery that AI, applied carefully, could finally fix them.
Our story
It began inside a working business.
Before Vigoris Labs, there was a working business with the problems every operator knows: paperwork that never ended, records that didn't line up, and hours lost to work nobody should do by hand.
Christopher Taylor is closely involved in running an established automotive service business. Some of its problems had no good off-the-shelf answer. The software available didn't fit, or didn't talk to the rest of the business.
So we turned to AI, not as a buzzword, but as a way to fix those specific problems. We built tools around the business's paperwork and operations, tested them on real work, and kept only what helped.
The problem is the purpose. If it doesn't solve a real problem, we don't build it.Christopher Taylor, founder
What we took from it
The same method works at any scale.
The lessons were simple: start with the problem, measure it, build the smallest thing that fixes it, and keep people in charge. Those are the principles we now bring to established companies, whose problems are larger and more connected but no different in kind.
“I started Vigoris Labs on one idea: problems have a purpose, and that purpose is a chance for each of us to become better. I’ve been building with AI for five years, and it lets a business build on the greatness it has already earned through years of strife and success.”
Christopher Taylor, Founder
What we believe
- Start with the problem, not the technology.
- Be a solution, not a feature list.
- People approve what matters.
- You own what we build.
- Say plainly when AI isn't the answer.
Christopher Taylor
Founder, Vigoris Labs · Midland, Texas
Founded 2026
Free Strategy Session
One conversation about one real problem.
A free, no-obligation session with our founder to talk through the problem costing your company the most, and whether AI can honestly help solve it.
Who it's for
- Operations, finance, legal and IT leaders at established companies
- Teams with a specific, recurring, expensive problem
- Executives asked for ‘an AI plan’ who want a straight answer
- Companies that tried AI and didn't see results
Length: 60 minutes Format: video call or in person in Midland Cost: free
The agenda
What's included.
01
Your problem
What's happening today, who it affects, and what it costs.
02
An honest view
Whether AI is a good fit, a partial fit, or not the answer, and why.
03
A first step
The smallest practical move you could make next, with or without us.
Afterwards: a one-page written summary of the problem, the options and the recommended first step
Not a sales presentation. Not a product demo. Not a commitment. Just your problem, taken seriously.
Questions & answers
The strategy session, answered.
Straight answers to what leadership teams usually ask first. Anything else, bring it to the strategy session.
Book a free strategy session01What should we expect from the session?
A focused conversation about one real problem in your operations: what it costs, whether AI is a good fit, and the most sensible first step. You'll leave with a clearer view either way.
02Who is it for?
Leaders of established companies (operations, finance, legal, IT or the executive team) with a specific problem in mind or a mandate to figure out AI.
03How long is it, and where?
60 minutes, by video call or in person in Midland, Texas.
04Who should attend from our side?
The person who owns the problem, and ideally someone who knows the systems involved. One or two people is plenty.
05How should we prepare?
Bring one problem, a rough sense of how often it occurs and what it costs in time or money, and the systems it touches. No documents are needed.
06Is there any obligation?
None. There is no pitch. If AI isn't the right answer, we'll say so.
07Is what we share kept confidential?
Yes. Everything you share is confidential by default, and we'll sign an NDA on request.
08What happens afterwards?
You receive a one-page written summary of the problem, the options and the recommended first step. If there's a fit and you want to proceed, the usual next step is a paid assessment.
Book
Book your free strategy session.
Tell us about your company and the problem you'd like solved. We'll be in touch to confirm a time.
Or pick a time directly
Questions & answers
AI for business, answered.
Straight answers to what leadership teams usually ask first. Anything else, bring it to the strategy session.
Book a free strategy session01Where do most companies start with AI?
With one high-volume, rules-heavy process (invoice matching, document intake, reconciliation or reporting) where the cost is easy to measure and a person can review the output.
02How do we know if our company is ready?
You're ready if you can name a recurring problem, the data behind it exists in a system, and someone owns the outcome. Perfect data isn't required; an assessment will show the gaps.
03Is our data secure and private?
It should be designed in from the start: approved vendors or private deployment, least-privilege access, and documentation of where data flows. We work within your IT and security standards.
04What about accuracy and errors?
AI makes mistakes, so systems should expect them. We use approval gates, confidence thresholds and logs, and measure accuracy on your real work before widening anything.
05Will AI replace our staff?
In our approach, AI takes the repetitive checking, keying and assembling, so skilled people spend their time on judgement and exceptions. People remain in control of decisions.
06What does it cost?
It depends on scope. We start with a paid assessment, then quote builds as fixed-scope phases so costs are known before work begins. The strategy session is free.
07Will we be locked in to a vendor?
We design to avoid it: you own the code and data, models can be swapped as the market changes, and everything is documented for your team.
08What does working with Vigoris look like?
Assess the problem, prioritise what's worth doing, build in phases, and keep a person in control throughout. Each phase delivers something working, and is measured against what we agreed.
Legal
Terms of Use
Last updated November 1, 2026
These Terms of Use apply to vigorislabs.com (the “site”), operated by Vigoris Labs (“Vigoris Labs,” “we,” “us”) in Midland, Texas. By using the site, you agree to these terms and to our Privacy Policy. If you don’t agree, please don’t use the site.
1. What this site is for
The site gives general information about Vigoris Labs and our services, and lets you ask us about a project or request a strategy session. Any work we do for you will be covered by a separate written agreement, and that agreement will control if it conflicts with these terms.
2. Using the site
You may browse the site and share links to it. Please don’t:
- use the site for anything unlawful, or to send spam, malware or misleading information;
- try to get unauthorized access to the site or the systems behind it, or disrupt how it works;
- scrape or copy the site in bulk with automated tools, or frame or mirror it elsewhere;
- submit someone else’s details, or information you don’t have the right to share.
3. What you send us
When you submit a form or contact us, you confirm that the information is accurate and that you’re allowed to share it. Please don’t send highly sensitive personal information through the site. We treat what you share about your business as confidential, as described in our Privacy Policy. Sending us an inquiry doesn’t create a client relationship or any obligation on either side.
4. Text messages (SMS)
Vigoris Labs sends text messages about your request, such as scheduling, reminders and follow-up, only if you opt in by ticking the optional text-message box on our form. Message frequency varies. Message and data rates may apply. Reply STOP to cancel at any time, or HELP for help; you can also call 432-315-2034. Agreeing to texts is not a condition of purchase. Carriers are not liable for delayed or undelivered messages. See our Privacy Policy for how we handle your mobile information.
5. Our content
The text, design, graphics, logos and the Vigoris Labs name and light-bulb mark on this site belong to Vigoris Labs or are used with permission. You may not copy, adapt or reuse them for commercial purposes without our written permission. Some photographs on the site are illustrative.
6. No professional advice
Content on the site is general information, not advice for your specific situation. Descriptions of services, examples and timelines are typical, not promises. Decisions about your business should be based on a written engagement with us or your own advisers.
7. Links to other sites
If the site links to another website, it’s for convenience only. We don’t control and aren’t responsible for other sites, and their own terms and privacy policies apply.
8. Disclaimer
The site is provided “as is” and “as available.” To the extent the law allows, we disclaim all warranties, express or implied, including warranties of merchantability, fitness for a particular purpose, accuracy and non-infringement. We don’t promise that the site will always be available or free of errors or harmful components.
9. Limitation of liability
To the extent the law allows, Vigoris Labs will not be liable for any indirect, incidental, special, consequential or punitive damages, or for lost profits, revenue or data, arising from your use of the site. Our total liability for any claim relating to the site is limited to one hundred US dollars (US$100). Some jurisdictions don’t allow these limits, so they may not fully apply to you.
10. Indemnity
If you misuse the site or break these terms, you agree to cover reasonable losses and costs (including legal fees) that Vigoris Labs incurs as a result.
11. Governing law
These terms are governed by the laws of the State of Texas, without regard to conflict-of-law rules. Any dispute about the site will be heard in the state or federal courts serving Midland County, Texas, and you agree to that venue.
12. Changes and general terms
We may update these terms. The “Last updated” date above shows when they last changed, and continuing to use the site means you accept the updated version. If any part of these terms can’t be enforced, the rest still applies. Not enforcing a term isn’t a waiver of it.
13. Contact
Questions about these terms: call 432-315-2034 or use the form on our booking page. Vigoris Labs, Midland, Texas.
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Privacy Policy
Last updated November 1, 2026
This policy explains what personal information Vigoris Labs (“we,” “us”) collects through vigorislabs.com, how we use it, and the choices you have. We keep it short because we collect very little.
1. Information we collect
What you give us. When you use the strategy-session form, we collect what you enter: your name, company, role, company size, phone number, email address, the problem you’d like solved, your preferred days and times, and your contact choices (including whether you agreed to text messages). If you call us, we’ll have your phone number and whatever you tell us.
Collected automatically. Like any website, the servers that deliver this site receive standard technical information such as your IP address, browser type and the page requested. The site loads its fonts from Google Fonts, so your browser connects to Google’s servers, which receive your IP address and browser details; Google’s own privacy policy applies to that. We do not use advertising cookies, analytics or tracking tools on this site. If that changes, we’ll update this policy first.
2. How we use it
- to respond to your inquiry and arrange and prepare for your strategy session;
- to follow up with you about your request, including by phone, email and, if you opted in, text message;
- to keep a record of your contact choices and consent;
- to run, secure and improve the site, and to prevent spam and abuse;
- to meet legal obligations and protect our rights.
We don’t cold call or send cold email, and we don’t add you to marketing lists. We use your details for the request you made and follow-up about it.
3. Text messages
If you tick the optional text-message box, we may text you about your request, such as scheduling, reminders and follow-up. Message frequency varies, and message and data rates may apply. Reply STOP to stop texts or HELP for help, or call 432-315-2034. Agreeing to texts is not a condition of buying anything. No mobile information will be shared with third parties or affiliates for marketing or promotional purposes. Text messaging originator opt-in data and consent will not be shared with any third parties.
4. How we share it
We do not sell your personal information, and we do not share it for targeted advertising. We share it only:
- with service providers that help us run the site and our business (for example web hosting, form processing, email, phone and scheduling tools), who may use it only to provide those services to us;
- if required by law or to protect our rights, safety or property;
- as part of a merger, sale or reorganization of our business, subject to this policy.
5. How long we keep it
We keep inquiry details for as long as we need them to respond and follow up, and for a reasonable period afterwards for our records, typically no more than one year after our last contact unless you become a client or the law requires longer. You can ask us to delete it sooner.
6. Security
We use reasonable technical and organizational safeguards to protect your information. No method of transmission or storage is completely secure, so please don’t send highly sensitive information through the site.
7. Your choices and rights
You can ask us to tell you what personal information we hold about you, correct it, delete it, or stop contacting you. Depending on where you live, including under the Texas Data Privacy and Security Act and other US state privacy laws, you may have rights to access, correct, delete or get a copy of your information, and to opt out of its sale, targeted advertising or profiling (we do none of these). To make a request, call 432-315-2034 or use the form on our booking page. We may need to verify your identity, and we won’t treat you differently for exercising your rights. If we decline your request, you can ask us to reconsider by contacting us the same way.
8. Children
This site is for businesses and is not directed to children under 13 (or under 16 where that age applies). We don’t knowingly collect their information; if you think we have, contact us and we’ll delete it.
9. Where we operate
Vigoris Labs is based in the United States, and information is processed in the United States.
10. Changes to this policy
If we change this policy, we’ll post the new version here and update the date above. Significant changes will be made clear on the site.
11. Contact us
Vigoris Labs, Midland, Texas. Phone 432-315-2034, or use the form on our booking page.
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