AI Consulting · Tri-Cities AI Lab
Practical AI for real work., on Tri-Cities AI Lab
AI workflows, document intelligence, and automation without generic slop.
Service · OSINT & Research
Trace it back, check it twice, explain it plainly.
You bring a corporate structure, an asset trail, or a claim that needs checking. You leave with a sourced report that holds up.
Intelligence Analysis · Litigation Support
OSINT research, public records, and litigation support that holds up under scrutiny.
Useful research is not a pile of links. It is sourced, organized, qualified, and presented in a way that attorneys, investigators, and decision-makers can actually use. I help with open-source intelligence, corporate structure research, public-record review, digital-footprint analysis, asset context, and litigation-support research.
The information problem
The internet makes information feel easy to find. It does not make it easy to verify.
Public records are scattered across jurisdictions. Corporate structures are layered. Social profiles are incomplete or misleading. Addresses change. Businesses operate under different names. Screenshots circulate without source context. AI-generated summaries can sound confident while missing the evidence.
OSINT work is not just finding something interesting. It is finding the source, understanding the context, preserving the distinction between fact and inference, and presenting the result clearly.
Intelligence Analyst
Dustin Lifford works as an Intelligence Analyst with Barrister Intelligence, supporting law firms and litigation teams through sourced, verified research deliverables.
Related reading
Screenshots Are Not Evidence: Why source verification still matters, and what screenshots actually prove.
The problem
The problem is rarely a lack of information. The problem is knowing what the information proves.
A social media profile may indicate a connection, but it may not prove identity. A business filing may show ownership, but not day-to-day control. A property record may show title, but not operational responsibility. A news article may establish a date, but not the full context. A screenshot may be useful as a lead, but it is not the same thing as source-verified evidence.
That distinction matters in litigation support, corporate research, witness location, background review, and intelligence analysis.
Details matter. The difference between a lead and a finding is a source. The difference between a finding and evidence is context, verification, and qualified presentation.
What this work actually looks like
I research, verify, organize, and write.
Depending on the matter, that may include identifying corporate entities, mapping relationships between people and businesses, reviewing public records, checking litigation history, documenting online presence, preserving source URLs, summarizing findings, and preparing a clean report or memo.
The goal is not volume. The goal is clarity.
Common research situations
- A company has multiple entities, trade names, locations, or responsible parties
- A person's current address, employment, business connection, or online footprint needs review
- A law firm needs a litigation-support memo with sourced findings
- A business relationship needs basic due diligence before engagement
- A digital footprint needs to be documented and interpreted
- Public records need to be gathered from multiple jurisdictions
- A screenshot, post, profile, or online claim needs source verification
- A research question needs a second set of trained eyes
What I deliver
- OSINT research memo
- Corporate structure report
- Entity relationship map
- Public-record summary
- Digital-footprint review
- Social media presence review
- Source log
- Timeline of findings
- Asset context summary
- Litigation support report
- Verification notes
Scope
Research support only. I do not provide legal advice, private-investigator services where licensure is required, credit decisions, employment screening, tenant screening, or FCRA-covered consumer reports.
Who this helps
This service is a fit for:
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Attorneys and law firms
Litigation support research, corporate structure analysis, and sourced intelligence memos designed to hold up under scrutiny.
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Investigators
Open-source research support, digital-footprint documentation, and entity-mapping for active investigations.
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Businesses and organizations
Pre-engagement due diligence, ownership review, online presence analysis, and public-record summaries for decision-makers.
What makes this different
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I write for use, not for clutter.
A good research report should not force the reader to decode the work. It should explain what was found, why it matters, where it came from, how confident the finding is, and what still needs confirmation.
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Facts and inferences are kept separate.
That means separating confirmed facts from reasonable inferences. It means source-linking findings. It means avoiding overstatement. It means knowing when a lead is only a lead.
Research support for Northeast Tennessee, Southwest Virginia, and beyond.
I can support law firms, investigators, businesses, and organizations across Kingsport, Johnson City, Bristol, the Tri-Cities, Northeast Tennessee, Southwest Virginia, and beyond. Many research problems are not strictly local, but local context often matters when records, addresses, businesses, employers, and regional connections are involved.
How I work
Four steps, no surprises.
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Step 01
Understand the real problem
Before starting any research, I want to know what question needs answering and what kind of answer would be useful.
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Step 02
Separate signal from noise
Most research subjects generate a lot of information. Not all of it is relevant, verified, or usable. I narrow the work to what matters.
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Step 03
Build the sourced answer
Findings are documented with source links, confidence notes, and clear distinctions between confirmed facts and working inferences.
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Step 04
Deliver something usable
The report should be clear enough to act on, hand to an attorney, or use in a decision without needing me to explain it.
Service area
Serving Kingsport, Johnson City, Bristol, Northeast Tennessee, and Southwest Virginia.
I am based in Kingsport and work with businesses, law firms, organizations, and teams across Johnson City, Bristol, the wider Tri-Cities region, Northeast Tennessee, and Southwest Virginia. Some work is local and hands-on. Some work can be handled remotely. The fit depends on the problem.
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Fix what is wrong with the website.
Technical SEO, AEO, analytics, and performance, WordPress included.
Send me the research question.
Tell me what you are trying to understand, what you already know, and what kind of answer would be useful. I will tell you how I would approach it and what may or may not be possible from open sources.
Common questions
FAQ
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What is OSINT?
OSINT stands for open-source intelligence. It means research based on publicly available or legally accessible sources, organized and analyzed to answer a specific question.
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Is this the same as a background check?
Not exactly. A background check is usually a defined product. OSINT research is more flexible and question-driven. It may include public records, corporate filings, online presence, address history, media, litigation records, and other source-backed information.
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Can you guarantee that you will find what I need?
No. Good research has limits. I can explain what sources are available, what was found, what was not found, and how confident the findings are.
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Do you work only with attorneys?
No. I work with attorneys, investigators, businesses, and organizations, but litigation-support research is one of the strongest fits.