Gather from many sources
Pull from your documents, databases, and the live web in a single run, so nothing relevant is missed.
AI Agents & Assistants · AI-First · Results-Driven
Research & Analysis AgentsThat Read, Gather and Summarize For You
Short answer: A research and analysis agent is an AI worker that gathers, reads, and summarizes information across your documents, databases, and the web, then hands you a clear brief with the key points and a link back to every source. Instead of spending hours skimming reports, comparing vendors, or pulling numbers, you ask a question and get a cited answer in minutes. Zen in Tech builds these agents in-house, wired to your real files and tools, with guardrails so the output is grounded in fact and safe to act on.
What a Research & Analysis Agent Actually Does
Most research work is not hard, it is slow. Someone has to open every document, read the relevant parts, cross-check the figures, and write it all up. A research agent does that legwork for you: it retrieves the right sources, reads them in full, and returns a structured summary you can scan in a minute.
The difference from a plain chatbot is grounding. Our agents pull from your actual files, databases, and approved web sources, and they cite what they used, so you are never trusting a confident guess. When the facts change, a scheduled run tells you exactly what moved.
We build each agent around one job you do often, whether that is market scans, document review, competitor tracking, or reporting, and connect it to the systems where your information already lives. You keep the judgment; the agent removes the reading and the copy-paste.
What we cover
What Research Agents Can Do
Read and extract
Parse PDFs, spreadsheets, slide decks, and long reports to find the specific facts and figures that matter.
Summarize and synthesize
Condense dozens of sources into one brief with the key points up front and detail available underneath.
Cite every claim
Each statement links back to the source document, page, or URL, so you can verify before you act.
Compare and score
Line up vendors, competitors, or options side by side against the criteria you care about.
Monitor on a schedule
Re-run the same research daily or weekly and flag only what has changed since last time.
Services
Research Agents We Build
Each agent is built around a specific research task and connected to your real data. These are the ones we are asked for most.
Market & competitor research agents
Track competitors, pricing, and market moves on a schedule and deliver a running brief to your team.
Document & due-diligence review agents
Read contracts, reports, and data rooms to surface risks, key terms, and the answers to your checklist.
Knowledge-base review agents
Search across your wikis, past projects, and internal docs to answer specific questions with citations.
Web monitoring & alerting agents
Watch chosen sites, news, and sources, then alert you in Slack or email when something relevant appears.
Data analysis & reporting agents
Query your databases and spreadsheets, run the numbers, and write up the findings in plain language.
RFP & tender screening agents
Scan incoming opportunities against your fit criteria and rank the ones worth pursuing.
Tools & platforms
Tools & Platforms We Use
The exact toolset depends on your goals — these are the platforms we use most, and we work with whatever your team already relies on.
Language models
Retrieval & search
Data sources
Orchestration
Delivery
Chosen per project — not a fixed menu. Have a preferred tool or platform? We’ll work with it.
Built to last
Secure, Private & Reliable
Your data stays yours — we deploy on your infrastructure or a private cloud, with access controls, encryption and no training on your data by default. Sensitive workflows keep a human in the loop.
Every agent and automation ships with monitoring, guardrails and fallbacks, so it behaves predictably in production and you can trust it with real work.
Who we work with
Industries We Automate
20+ years across sectors — in Houston and internationally.
Transparent pricing
Estimate your project in seconds
Pick what you’re building for an indicative range, then request an exact quote. No email wall.
Simple prices for typical tasks
- Agent pilotfrom $8k
- Production agentfrom $15k
- Multi-agent systemfrom $30k
- Support & tuningfrom $1.5k/mo
Proof
700+ projects, 20+ years
See the products and growth work we’ve shipped across industries — and request a case study relevant to yours.
How we work
Fixed scope. Sprints. Working software.
- 01
Scope & fixed estimate
A short discovery call turns your idea into a clear spec and a firm range — free.
- 02
Design & architecture
UX, data model and stack chosen for your scale, not ours.
- 03
Build in sprints
Working software every 1–2 weeks — you see progress, not promises.
- 04
Launch & scale
We ship, measure and keep improving with care plans.
FAQ
Research & Analysis Agent FAQs
What is a research and analysis agent?
A research and analysis agent is an AI system that gathers information from your documents, data, and the web, reads it, and returns a summarized, cited answer to a question you ask. It automates the reading and note-taking part of research while you keep the decisions.
How is this different from just using ChatGPT?
The main differences are grounding and connection. A generic chatbot answers from memory and can invent details, while our research agents pull from your actual files and approved sources, cite what they used, and can re-run on a schedule to catch what changed.
Can it cite its sources so we can trust the output?
Yes. Every summary links back to the source document, page, or URL it came from, so you can click through and verify any claim before you rely on it.
How much does a research agent cost?
Cost depends on how many sources it reads, how often it runs, and the integrations involved; a focused research agent is typically a few thousand dollars to build plus a small monthly usage cost. We confirm a fixed quote on a free call after a short scoping conversation.
How long does it take to build?
Most research agents take a few weeks from kickoff to a working pilot, quicker for a single well-defined task and longer when we connect several data sources or add scheduled monitoring.
Can it work with our private and internal documents securely?
Yes. We connect to your private files through secure, permissioned access, keep your data within approved systems, and can restrict the agent to only the sources and web domains you allow.
Do you work with clients outside Houston?
Yes. We are based in Houston but build and support AI agents for clients across Texas, the wider USA, and internationally, working remotely with your team.
Can we meet your team in Houston?
Yes. Our team is 100% in-house at 9800 Richmond Ave in Houston's Westchase area, and local clients are welcome to meet with us in person.
Put a research agent to work on your slowest reading task
Tell us the research you keep repeating and we will scope an agent that gathers, reads, and summarizes it for you. Free call, honest advice, fixed quote.
Knowledge hub
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