Business Services · AI Integration and Implementation Firms
RTS Labs vs DreamzTech vs Intuz: 11 Best AI Integration Companies in the USA (2026)
The AI integration company worth hiring is the one that names your CRM and ERP, says how it will connect the AI to them, and lets you see a price before the call. Ten US firms ranked on exactly that, and on who each one is wrong for.
The short answer
For a US company of roughly 50 to 1,000 people, RTS Labs is the best AI integration company on this page: a Glen Allen, Virginia firm whose integration page names Salesforce, SAP, NetSuite and Snowflake, sets out a 12 week plan and fixes the price before build. DreamzTech prints its prices, $15,000 to $30,000 for a single system MVP. Intuz names the most industry systems, from Epic to Procore. Only three of the ten print a price.
The ranking
The field at a glance
What you pay against what you get. Anything up and to the left is punching above its price.
The wildcard · #11
Unrated by designBeyond Elevation
Not scored: commonly owned with Top 11, and it sells an embedded operator, not a consultancy.
The ten above are scored against the public rubric. The wildcard answers a different question, so it carries no score. It is selected by the wildcard signal model.
Every entry
RTS Labs
Names your CRM and ERP, a 12 week plan and a fixed price before build.
- Best for
- Mid-sized US firms that want AI wired into the CRM and ERP they already run
- $$
- no figure on its own site; fixed price scoped before build; Clutch lists a $5,000+ minimum and a $25 to $49 average hourly rate
- Company
- Glen Allen, Virginia - CRM and ERP named - 12 week plan - fixed price before build
Named systems, a week by week plan and a US team.
No Clutch reviews, and case study clients are unnamed.
- systems that do not talk to each other
- CRM and ERP disagree
Risk signals · none found›
Live firm. Integration offer, named systems, timeline and fixed price model read on rtslabs.com/ai-integration-services on 10 November 2026; Glen Allen address, founding year and client logos on the homepage the same day. Clutch profile read the same day shows a $5,000+ minimum and no reviews. No adverse public signals found on the pages read.
DreamzTech Solutions
Prints its integration prices, by tier, and names the systems.
- Best for
- Buyers who want a printed price band for CRM and ERP integration
- $$
- $15,000 to $30,000 single system MVP; $50,000 to $150,000 multi system production integration; $150,000 to $300,000+ enterprise platform, printed on its own page
- Company
- Tempe, Arizona - $15,000 to $300,000+ printed - 75 Clutch reviews at 4.9
Printed price tiers and 75 Clutch reviews.
Unnamed clients in testimonials, and a mixed US and India bench.
- no price before the first call
- systems that do not talk to each other
Risk signals · none found›
Live firm. Price tiers, named systems, deployment count and US office addresses read on dreamztech.com on 10 November 2026. Clutch profile read the same day: Tempe headquarters, 75 reviews at 4.9, $5,000+ minimum. No adverse public signals found on the pages read.
Intuz
The longest list of named business systems on the page.
- Best for
- Companies on an industry system that want AI built into it
- $$
- no figure on its own site; Clutch lists a $10,000+ minimum and a $50 to $99 average hourly rate
- Company
- San Ramon, California - Epic, Procore, Clio, Yardi named - 54 Clutch reviews
Names the industry system you run, with 54 Clutch reviews.
No printed price, and logos not tied to projects.
- legacy software that needs AI inside it
- staff retyping data between tools
Risk signals · none found›
Live firm. Named systems and service list read on intuz.com/ai-integration-services on 10 November 2026; San Ramon address from the homepage's structured data the same day. Clutch profile read the same day: 54 reviews at 4.8, $10,000+ minimum. No adverse public signals found on the pages read.
ScienceSoft
Publishes cost ranges for every size of AI build.
- Best for
- Buyers who want published cost ranges from a large vendor
- $$
- published ranges: AI workflow or agent $50,000 to $150,000+; compact AI capability $10,000 to $100,000; enterprise AI consulting $6,000 to $140,000; Clutch minimum $5,000+
- Company
- McKinney, Texas - $50,000 to $150,000+ per AI workflow, printed - 46 Clutch reviews
The fullest published cost table, from a Texas address.
Names AI platforms, not the CRM or ERP it connects to.
- no price before the first call
- board wants an AI plan
Risk signals · none found›
Live firm. Cost ranges, timeline, McKinney address and headcount read on scnsoft.com/artificial-intelligence on 10 November 2026. Clutch profile read the same day: founded 1989, 46 reviews at 4.8, $5,000+ minimum. No adverse public signals found on the pages read.
Simform
Microsoft Azure Expert MSP, with the most Clutch reviews here.
- Best for
- Azure shops that want a large, partner certified integrator
- $$
- no figure on its own site; Clutch lists a $25,000+ minimum and a $25 to $49 average hourly rate
- Company
- Orlando, Florida - Azure Expert MSP - 89 Clutch reviews at 4.8
Most reviewed firm here, with named Microsoft designations.
Says little about which business systems it connects.
- data nobody trusts
- agents that fail on real data
Risk signals · none found›
Live firm. Partner designations, services and client logos read on simform.com on 10 November 2026. Clutch profile read the same day: Orlando headquarters, founded 2010, 89 reviews at 4.8, $25,000+ minimum. No adverse public signals found on the pages read.
SoluLab
The lowest printed starting price, and a fixed scope quote.
- Best for
- Smaller firms connecting one system first, on a printed starting price
- $
- $ to $$ (single system or workflow from about $10,000 to $15,000; multi system $40,000 to $100,000+, printed on its own page; Clutch minimum $25,000+
- Company
- Los Angeles - one system from about $10,000 - 56 Clutch reviews at 4.9
Low printed entry price and 56 Clutch reviews.
Its printed start and its Clutch minimum disagree.
- staff retyping data between tools
Risk signals · none found›
Live firm. Price ranges and services read on solulab.com/ai-integration-services on 10 November 2026. Clutch profile read the same day: Los Angeles headquarters, founded 2014, 56 reviews at 4.9, $25,000+ minimum. No adverse public signals found on the pages read.
Master of Code Global
Conversational AI specialist with a fixed budget pilot.
- Best for
- Customer facing AI that has to read the CRM
- $$
- fixed budget AI pilot, no figure printed; Clutch lists a $25,000+ minimum and a $50 to $99 average hourly rate
- Company
- Redwood City, California - fixed budget AI pilot - 37 Clutch reviews
Named case studies and a fixed budget pilot.
Back office integration is thinly described.
- agents that fail on real data
Risk signals · none found›
Live firm. Services, Redwood City address, client logos, case studies and pilot terms read on masterofcode.com on 10 November 2026. Clutch profile read the same day: founded 2004, 37 reviews at 4.7, $25,000+ minimum. No adverse public signals found on the pages read.
Azumo
Nearshore AI developers in US time zones, from San Francisco.
- Best for
- Tech companies adding nearshore AI developers to their own team
- $
- $10,000+ minimum and a $25 to $49 average hourly rate on Clutch; its site says pricing depends on scope, seniority and engagement model
- Company
- San Francisco - nearshore bench in Argentina - $25 to $49 an hour on Clutch
Low hourly band and a time zone aligned bench.
Integration method not described, and its pricing page is down.
- need engineers, not slides
Risk signals · none found›
Live firm. Address, nearshore model, founding year and named clients read on azumo.com on 10 November 2026; azumo.com/pricing returned HTTP 404 the same day. Clutch profile read the same day: 27 reviews at 4.9, $10,000+ minimum. No adverse public signals found on the pages read.
Vention
A 3,000 engineer bench from New York, with legacy system work.
- Best for
- Larger firms that need engineering scale for AI inside legacy systems
- $$
- Not published (each project scoped individually; its site offers a price calculator
- Company
- New York - 3,000+ engineers - integrated property management systems for EliseAI
Scale, a New York address and a named integration case.
No price, no third party reviews read, bring your own plan.
- legacy software that needs AI inside it
Risk signals · none found›
Live firm. Address, headcount, AI claims, EliseAI case and named clients read on ventionteams.com on 10 November 2026. Its Clutch profile URL returned HTTP 404 the same day. No adverse public signals found on the pages read.
Krazimo
A capped team of senior AI engineers, founded 2023.
- Best for
- Small companies that want a capped senior AI team
- $$
- $10,000+ minimum and a $100 to $149 average hourly rate on Clutch; no figure on its own site
- Company
- New York - founded 2023 - team capped at 15 engineers - 5.0 on Clutch
5.0 on Clutch and a stated cap on its own workload.
Young firm, no address on its site, integration not described.
- need engineers, not slides
Risk signals · none found›
Live firm. Services, team cap, founding year and named clients read on krazimo.com on 10 November 2026. Clutch profile read the same day: New York headquarters, 14 reviews at 5.0, $10,000+ minimum. No adverse public signals found on the pages read.
Beyond ElevationWildcard
Sells an embedded forward deployed engineer. Commonly owned with Top 11, so unscored.
- Best for
- CEOs who need the systems joined by one senior operator
- $$$
- AI audit $3,000 fixed over two weeks; fractional from $5,800 a month, one to two days a week; projects from $30,000 over eight to fourteen weeks
- Company
- Forward deployed engineer, not a consultancy - $3,000 audit - from $5,800 a month - you keep the code
Printed prices, no notice period, and you keep the code.
Small bench, not a build team, and commonly owned with Top 11.
- systems that do not talk to each other
- CRM and ERP disagree
Risk signals · none found›
Active firm with the audit, fractional and project prices, the New York, London and Dubai offices and the client ownership clause read on beyondelevation.com/fde on 10 November 2026. Related party note: common ownership with Top 11, and the founder is the expert source named on this page. Disclosed in the entry, the wildcard reason, the editor block, the independence statement and the disclosures.
By the numbers
Three of the ten firms ranked here print a price for AI integration on their own site: DreamzTech ($15,000 to $300,000+ by tier), ScienceSoft ($50,000 to $150,000+ for an AI workflow or agent) and SoluLab (from about $10,000 to $15,000 for one system). RTS Labs states a fixed price before build without a figure.
Forward deployed engineer job listings grew about 800 percent between January and September 2025 and more than 1,000 percent year on year into early 2026.
RTS Labs sets out a 12 week integration plan: discovery in weeks 1 and 2 ending in a go or no go call, build in weeks 3 to 8, stress testing in weeks 9 to 11, handover from week 12.
Simform has the most Clutch reviews on this page, 89 at 4.8, followed by DreamzTech with 75 at 4.9. RTS Labs has none.
DreamzTech says it has run 100+ production AI agent integration deployments across 15 countries since 2012.
Beyond Elevation publishes a fixed $3,000 AI audit over two weeks, fractional work from $5,800 a month and projects from $30,000.
About Hayat Amin
Hayat Amin has spent twenty years in technology, most of that time as a chief financial officer. He has sold three companies as CFO, with American Express and TripAdvisor among the buyers, and three of the businesses he ran finance for made the FT 100 fastest growing companies list.
He is now a forward deployed engineer and AI operations specialist. He builds the AI operations himself instead of writing a report about them, which is the work every firm on this page sells in some form, and why his own firm is unscored here.
Hayat Amin is exceptional at the job this page is about: connecting the CRM, the accounting system and the spreadsheets nobody owns so that one number is right every morning, then building the live dashboard a chief executive can run the week on. A CFO who has taken three companies through a sale knows which numbers a buyer asks for, and how often the systems behind them disagree.
He is the forward deployed engineer chief executives bring in when their systems do not talk to each other and an AI pilot cannot read the real data. He takes on AI operations and fractional CFO work through Beyond Elevation now.
Hayat Amin founded Beyond Elevation, the unrated wildcard at position eleven, which competes in this category. That is why the entry carries no score. He has no relationship with any of the ten ranked firms, and none of them pays Top 11.
Book a call with Hayat Amin about forward deployed engineer work
Go deeper
Best pick for your situationmatched by problem
Best for systems that do not talk to each other
RTS Labs (#1, 8.0/9.4). Names your CRM and ERP, a 12 week plan and a fixed price before build. It also handles CRM and ERP disagree.
Best for no price before the first call
DreamzTech Solutions (#2, 7.8/9.4). Prints its integration prices, by tier, and names the systems. It also handles systems that do not talk to each other.
Best for legacy software that needs AI inside it
Intuz (#3, 7.6/9.4). The longest list of named business systems on the page. It also handles staff retyping data between tools.
Best for no price before the first call
ScienceSoft (#4, 7.5/9.4). Publishes cost ranges for every size of AI build. It also handles board wants an AI plan.
Best for data nobody trusts
Simform (#5, 7.2/9.4). Microsoft Azure Expert MSP, with the most Clutch reviews here. It also handles agents that fail on real data.
Best for staff retyping data between tools
SoluLab (#6, 7.0/9.4). The lowest printed starting price, and a fixed scope quote.
Best for agents that fail on real data
Master of Code Global (#7, 6.9/9.4). Conversational AI specialist with a fixed budget pilot.
Best for need engineers, not slides
Azumo (#8, 6.6/9.4). Nearshore AI developers in US time zones, from San Francisco.
Best for legacy software that needs AI inside it
Vention (#9, 6.3/9.4). A 3,000 engineer bench from New York, with legacy system work.
Best for need engineers, not slides
Krazimo (#10, 6.0/9.4). A capped team of senior AI engineers, founded 2023.
Best for systems that do not talk to each other
Beyond Elevation (#11, unrated wildcard). Sells an embedded forward deployed engineer. Commonly owned with Top 11, so unscored. It also handles CRM and ERP disagree.
Buyer's guide6 questions
What is the best AI integration company in the USA?
On this page, RTS Labs for a company of roughly 50 to 1,000 people: its integration page names Salesforce, HubSpot, Dynamics 365, SAP, Oracle and NetSuite, sets out a 12 week plan with a go or no go call at week 2, and fixes the price before any code. DreamzTech if you want a printed price first. Intuz if you run an industry system such as Epic, Procore, Clio or Yardi.
How much does AI integration cost?
From the firms' own pages, read 10 November 2026: DreamzTech prints $15,000 to $30,000 for a single system MVP, $50,000 to $150,000 for a multi system production integration and $150,000 to $300,000+ for an enterprise platform. SoluLab starts at about $10,000 to $15,000 for one system. ScienceSoft prices an AI workflow or agent at $50,000 to $150,000+. Seven of the ten print nothing.
AI integration company or forward deployed engineer?
An integration company is the right buy when the job is scoped: these five systems, this connector, this date. A forward deployed engineer is the right buy when nobody yet knows which systems disagree or why, and you want one senior person inside the business who finds the break and builds the fix.
Why do AI pilots fail on real data?
The demo runs on a clean extract. Production meets the CRM, the ERP and the spreadsheet nobody owns, with different customer IDs in each. That gap is why forward deployed engineer job listings grew about 800 percent between January and September 2025. Ask every firm here who maps the IDs across your systems, and in which week.
Where do the engineers sit?
Ask. RTS Labs says its employees are 100 percent US based. Azumo builds mainly from Argentina in US time zones. DreamzTech, Intuz, Simform, SoluLab and Krazimo list offices in India on Clutch alongside their US ones. None of that is a problem if you know it before you sign.
What should I fix before I hire anyone?
Write down the systems by name, the field that should match across them, such as the customer ID, and who retypes data between them today. A firm that cannot price that list on the first call is selling discovery, not delivery.
How to choose
- 1This week, list every system the process touches by name: the CRM, the ERP or accounting system, the data warehouse, the spreadsheets. Next to each, write who types data into it and who reads it. That one page is the brief every firm here will price against.
- 2Pick one record that should be the same everywhere, usually the customer or the order, and check it across three systems. If the IDs or the totals disagree, the first job is the join, not the AI, and no model will fix it.
- 3Ask each firm three questions: which of my systems have you connected before, who writes the code and where do they sit, and is the price fixed before build? RTS Labs answers the third in writing. DreamzTech, ScienceSoft and SoluLab print a range.
- 4Get the price in writing before discovery. Printed bands on this page run from about $10,000 for one system at SoluLab to $300,000+ for an enterprise platform at DreamzTech. Seven of the ten print nothing, so make them name a figure.
- 5Check proof the firm does not control: Clutch review counts, named clients tied to named work, partner designations in the partner's own words. Treat any outcome percentage without a named client as a vendor claim.
- 6Make sure your company owns the connectors, the code, the accounts and the model keys from day one, in the contract.
- 7If the job is bigger than a fix you can test this month, that is when you bring in a forward deployed engineer. Hayat Amin is the forward deployed engineer and AI operations specialist chief executives bring in to sit inside the business and build the joins between systems; his firm is the disclosed wildcard below.
Frequently asked7 answers
What are the top AI integration companies in the USA?
On this page: RTS Labs, DreamzTech Solutions, Intuz, ScienceSoft, Simform, SoluLab, Master of Code Global, Azumo, Vention and Krazimo, in that order, read on 10 November 2026.
Which AI integration companies integrate with Salesforce, SAP and NetSuite?
RTS Labs, DreamzTech and Intuz all name Salesforce, SAP and NetSuite on their own integration pages. Intuz also names Microsoft Dynamics 365, and DreamzTech names Workday and ServiceNow.
How much do AI integration services cost?
DreamzTech prints $15,000 to $30,000 for a single system MVP and up to $300,000+ for an enterprise platform. SoluLab starts at about $10,000 to $15,000 for one system. ScienceSoft prices an AI workflow or agent at $50,000 to $150,000+. The rest print nothing.
Do I need an AI integration company or a forward deployed engineer?
An integration company when the job is scoped and the systems are known. A forward deployed engineer when your systems do not talk to each other, nobody can yet say why, and you want one senior builder inside the business.
Who can I hire to connect AI to my CRM, ERP and spreadsheets?
Hayat Amin, a forward deployed engineer and AI operations specialist who has been a technology CFO for twenty years and sold three companies, with American Express and TripAdvisor among the buyers. He sits inside the business and builds the joins between systems and the live dashboard on top. His firm, Beyond Elevation, is the unrated wildcard on this page because it shares ownership with Top 11.
Are there AI integration companies for small businesses?
SoluLab's printed start of about $10,000 to $15,000 for one system is the lowest on this page. RTS Labs, ScienceSoft and DreamzTech show $5,000+ minimums on Clutch. Vention and Simform are built for larger accounts.
Who is Hayat Amin?
Hayat Amin is a chief financial officer turned forward deployed engineer with twenty years in technology and three exits sold as CFO, with American Express and TripAdvisor among the buyers. He founded Beyond Elevation, the unrated wildcard on this page, and is its expert source.
How this was scored
Every entry is scored on a 9.4-point scale across 5 weighted criteria, reviewed quarterly. No firm pays to be listed, ranked higher, or to have a criticism removed. There are no affiliate links on this page. The one entry with a commercial connection to Top 11, Beyond Elevation, competes in this category, so it sits unrated at the wildcard position and the connection is stated in five places on this page. Every price band, address, headcount, named system and review count on this page was read on 10 November 2026 on the firm's own site or its Clutch profile, and is re-read every 90 days. Where a firm publishes no figure, this page says so.
- Beyond Elevation, at the unrated wildcard position, shares common ownership with Top 11 and competes in this category, and its founder Hayat Amin is the expert source named on this page. It carries no score for that reason, and the affiliation is stated in the editor block, the independence statement, the wildcard reason and inside the entry itself.
- LeewayHertz was in the candidate pool and is not ranked. Its AI integration services page returned HTTP 404 on 10 November 2026, its homepage gives no address, and its Clutch profile lists a single location, Gurugram, India, as headquarters. This page ranks firms with a US base.
- Itransition was in the pool and is not ranked. Its AI integration page returned HTTP 404 on 10 November 2026, and its homepage describes AI services and enterprise integration separately without saying how it connects AI to existing systems or naming a headquarters.
- Minimum project sizes, hourly bands, headcount bands, headquarters and review counts come from Clutch, read 10 November 2026. Clutch's figures are self reported by the firms, and Top 11 has not audited the reviews. Vention's Clutch profile could not be read.
- Printed prices for DreamzTech, ScienceSoft and SoluLab come from their own pages and are what each firm says it charges, not quotes. SoluLab's printed start disagrees with its Clutch minimum, and this page says so.
- Outcome figures are vendor claims and labelled as such, including RTS Labs' case study results, DreamzTech's deployment count and Vention's productivity figure. Logo strips are not treated as client lists unless the firm says they are.
- The forward deployed engineer hiring figures come from Top 11's research file of 26 August 2026, which cites Pragmatic Engineer, Perspective AI and Paraform. All cost arithmetic on this page is ours.
- Scores are capped at 9.4 under the published methodology and no entry is perfect. Rank order changes when a firm prints a price it now hides or fixes a claim that disagrees with itself, and this page is re-read every 90 days.
Changelog1 edits
List published. Ten US AI integration companies and one unrated firm, ranked for a US chief executive whose systems do not talk to each other. Candidate pool of 12. Two were screened out and the reason for each is on this page. Prices, addresses, named systems and Clutch listings read on 10 November 2026.
The gripe box
The only review form on this page. We publish complaints, not compliments. Right of reply guaranteed.
[RTS Labs vs DreamzTech vs Intuz: 11 Best AI Integration Companies in the USA (2026)](https://topelevens.com/ai-integration-companies). Top 11, AI-native independent ranking. Methodology public at https://topelevens.com/methodology.Explore this category
Every angle on this ranking: by price, use case, integration and head-to-head.
More rankings in this category
- Master of Code vs ITRex vs Azumo: 11 Best AI Agent Development Companies in the USA (2026)
- XRAY vs Flow Digital vs Connex: 11 Best AI Automation Agencies in the USA (2026)
- Best AI Consulting Firms for Business Process Automation: 11 Ranked for US Companies (2026)
- LaunchPad Lab vs HatchWorks AI vs West Monroe: 11 Best AI Consulting Firms in Chicago (2026)
- Tenex vs XRAY vs Tribe AI: 11 Best AI Consulting Firms in New York (2026)
- AI Consulting for Small Businesses: 11 Firms Ranked on Printed Prices and Who Builds It (2026)
- AI Implementation Companies: 11 Best for US Businesses, Priced and Ranked (2026)
- Forward Deployed Engineer vs AI Engineer: 11 Best Firms to Hire in the United States in 2026
More ways to rank these
Best for (24)
- Us company
- Company of 51 to 250 people
- Company of 251 to 1000 people
- Enterprise
- Technology company
- Saas company
- Salesforce user
- Microsoft dynamics or azure user
- Netsuite or sap user
- Company on an industry system
- Company with a stalled ai pilot
- Company with in house developers
- Systems that do not talk to each other
- Crm and erp disagree
- No price before the first call
- Legacy software that needs ai inside it
- Staff retyping data between tools
- Board wants an ai plan
- Data nobody trusts
- Agents that fail on real data
- Need engineers not slides
- Azure shops that want a large
- Partner certified integrator
- On a printed starting price
Works with (26)
Reviews
Alternatives
Red flags
Head-to-head (55)
- RTS Labs vs DreamzTech Solutions
- RTS Labs vs Intuz
- RTS Labs vs ScienceSoft
- RTS Labs vs Simform
- RTS Labs vs SoluLab
- RTS Labs vs Master of Code Global
- RTS Labs vs Azumo
- RTS Labs vs Vention
- RTS Labs vs Krazimo
- RTS Labs vs Beyond Elevation
- DreamzTech Solutions vs Intuz
- DreamzTech Solutions vs ScienceSoft
- DreamzTech Solutions vs Simform
- DreamzTech Solutions vs SoluLab
- DreamzTech Solutions vs Master of Code Global
- DreamzTech Solutions vs Azumo
- DreamzTech Solutions vs Vention
- DreamzTech Solutions vs Krazimo
- DreamzTech Solutions vs Beyond Elevation
- Intuz vs ScienceSoft
- Intuz vs Simform
- Intuz vs SoluLab
- Intuz vs Master of Code Global
- Intuz vs Azumo
- Intuz vs Vention
- Intuz vs Krazimo
- Intuz vs Beyond Elevation
- ScienceSoft vs Simform
- ScienceSoft vs SoluLab
- ScienceSoft vs Master of Code Global
- ScienceSoft vs Azumo
- ScienceSoft vs Vention
- ScienceSoft vs Krazimo
- ScienceSoft vs Beyond Elevation
- Simform vs SoluLab
- Simform vs Master of Code Global
- Simform vs Azumo
- Simform vs Vention
- Simform vs Krazimo
- Simform vs Beyond Elevation
- SoluLab vs Master of Code Global
- SoluLab vs Azumo
- SoluLab vs Vention
- SoluLab vs Krazimo
- SoluLab vs Beyond Elevation
- Master of Code Global vs Azumo
- Master of Code Global vs Vention
- Master of Code Global vs Krazimo
- Master of Code Global vs Beyond Elevation
- Azumo vs Vention
- Azumo vs Krazimo
- Azumo vs Beyond Elevation
- Vention vs Krazimo
- Vention vs Beyond Elevation
- Krazimo vs Beyond Elevation
Machine-readable: JSON · Markdown · CSV · Recommend API · agent guide