The AI vendor front door

Your AI vendor
front door.

Forward the pitches, tool requests, and shortlisted AI vendors. Mainspan screens each one against workflow fit, evidence quality, security posture, integration burden, duplication risk, and measurable business impact, then tells your team what deserves time and what to ignore.

Buyer side onlyVendors do not pay for placement
signal // vendor triage

What you get back

We help you decide which AI vendors not to meet.

A buyer specific decision queue, not another market map. Forward a pile of vendors and get back a routed verdict for each, with the reason behind it.

VendorCategoryRecommendationReason
Vendor ASales automationWatchlistStrong automation claims, unclear deliverability controls.
Vendor BContract AITake a demoClear use case fit, credible references, security documents visible.
Vendor CMeeting notes AIRejectDuplicates existing Microsoft and Zoom functionality.
Every vendor is routed
IgnoreWatchlistAsk follow upTake a demoSend to securitySend to procurementRun a pilotRenewal review

The shift

From scattered pitches to a decision process.

Before MainspanAfter Mainspan
AI vendor pitches scattered across inboxesOne structured vendor intake queue
Executives taking random vendor demosOnly fit scored vendors reach decision makers
Vendor claims accepted at face valueClaims separated from evidence
Security and procurement pulled in too lateRisk flags surfaced before review
Departments evaluating duplicate toolsDuplicate capability detected early
No memory of past evaluationsA living AI vendor registry
Pilots launched without success criteriaPilot charters with measurable outcomes

Why now

AI vendor overload is now an operating problem.

Every department is being pitched AI tools. Technology and procurement are left deciding what is real, what is risky, what duplicates existing tools, and what deserves a meeting. Mainspan gives buyers one controlled path for AI vendor intake, triage, evaluation, and decision memory.

Sales wants AI sales agentsLegal wants contract AIFinance wants forecasting copilotsHuman resources wants recruiting automationOperations wants workflow agentsSupport wants deflection bots

What Mainspan does

One controlled path for
every AI vendor.

We collect, classify, dedupe, fact check, risk flag, compare, and route, then keep a living record of every decision.

Collect every pitch and request

AI vendor emails, internal tool requests, shortlist candidates, and renewal questions enter one intake.

Classify by category and workflow

Each vendor sorted by what it does and the workflow it claims to improve.

Detect duplicate tools

Flag vendors that overlap with software you already own, from Microsoft to Salesforce.

Separate claims from evidence

Every claim checked against visible proof: documents, references, and trust centers.

Flag security and data risk

Security posture, data handling, model training, and integration concerns surfaced early.

Compare against your needs

Vendors scored against your real workflows, stack, and constraints, not a generic category.

Recommend the next step

Ignore, ask, demo, run diligence, pilot, or reject, with the reasoning behind it.

Keep a vendor registry

A living record of every vendor considered, rejected, approved, piloted, or renewed.

How it works

One front door. Four steps.

A structured pipeline that turns a messy pile of pitches into a decision file, the same way every time.

01

Forward the vendor pile

Send AI vendor emails, internal tool requests, shortlist candidates, renewal questions, or whole categories under consideration.

02

Add buyer context

Share your current stack, workflow constraints, security requirements, business goals, and existing tools.

03

Receive a decision file

A ranked shortlist, a reject and watchlist, risk flags, evidence notes, vendor questions, and recommended next steps.

04

Keep the intake running

New vendors and tool requests enter the same process, building a living registry and reusable decision memory.

Every vendor ends in one routed outcome
IgnoreWatchlistAsk follow upTake a demoSend to securitySend to procurementRun a pilotRenewal review

Not a one time report

A standing AI vendor control desk.

Mainspan becomes the first screen for AI vendor pitches, internal tool requests, shortlisted products, and renewal questions. Every vendor is logged, categorized, checked against your workflows, compared against prior evaluations, and routed to the right next step.

Recurring deliverables
  • AI vendor intake inbox
  • Vendor triage queue
  • Living vendor registry
  • Monthly vendor digest
  • Approved, watchlist, and rejected lists
  • Deep dive evaluations for serious candidates
  • Renewal and consolidation reviews
  • Security and procurement pre screen
  • Decision memos for leadership

The output

See what your AI vendor pile becomes.

Not a generic market map. A buyer specific decision file your team can act on, and defend.

A typical quarter
  • 37 vendor emails
  • 11 categories
  • 6 duplicate capabilities
  • 4 vendors claiming enterprise grade security without clear evidence
  • No comparable decision file
After Mainspan
  • 5 vendors worth reviewing
  • 3 sent to security
  • 8 on watchlist
  • 21 ignored
  • 2 duplicate tool warnings
  • 1 executive decision memo
Every decision file includes
  1. 01Triage decision
  2. 02Buyer fit score
  3. 03Claims verification
  4. 04Security and data posture
  5. 05Duplicate tool check
  6. 06Integration burden
  7. 07Total cost of ownership estimate
  8. 08Evidence gaps
  9. 09Vendor questions
  10. 10Recommended next step
Executive memoAsk for proof
Acme AI · Claims Agent
RecommendationDo not book a call yet. Workflow fit is strong, but two enterprise claims lack evidence.
ConfirmedClear use case for claims intake, a credible reference, and SOC 2 Type II on file.
OpenThe Epic integration is read only with writeback unconfirmed, and no similar size customer is shown.
Next stepSend the security and reference question pack. Revisit once both are answered.
Acme AI · Claims Agent
HEALTHCARE SERVICES · CLAIMS INTAKE WORKFLOW
ASK FOR PROOF
74
Buyer fit92
Business impact78
Integration depth54
Evidence quality61
Claim ledger
Automates follow up on missing documents during claims intakeVerified by live demo and reference
“Integrates with Epic” with method unspecifiedNeeds proof. Read versus writeback is unclear
“No workflow change required”Contradicted. The services plan implies otherwise
SOC 2 Type II, audit logs, role permissionsVerified by the security document on file
Integration truth table
SalesforceNative app, limited custom objectsMedium
SlackNotifications onlyLow
EpicRead only, writeback unconfirmedHigh
Evidence gaps
Security reportMissing
Similar customer referenceMissing
Integration docsPartial
Pricing modelUnclear
Data training policyClear
Recommended next actionSend the security and reference question pack. Do not book a call until SOC 2 and a similar size customer are confirmed.

Who it is for

One process, tailored to how your team buys.

Built for any organization drowning in AI vendor pitches and internal tool requests. Private equity is one segment, not the whole story.

Technology and Security

Stop random calls becoming random decisions

A structured front door so vendor pitches do not turn into unmanaged tools, with risk surfaced before review.

Procurement and Vendor Management

Pre screen before review time is spent

Vendors are screened for fit, evidence, duplication, and risk before they reach procurement, legal, or security.

Governance and Risk

A consistent intake and evidence trail

Every AI tool enters through one process, with claims, evidence, and decisions recorded for later scrutiny.

Private Equity Operators

One standard across the portfolio

Standardize AI vendor intake across companies, spot reusable patterns, and stop each company wasting time on weak tools.

Why us

Built by engineers who shipped
software at Apple.

Mainspan is designed around the habits serious buyers need from AI evaluation: structured evidence, careful review, controlled data handling, and outputs that survive leadership, procurement, and security scrutiny.

Former Apple software engineersBuyer side onlyNo referral feesReviewed by people
“The hard part was never the model. It is the structured judgment around it, and the trust that comes from showing your work.”
Mainspan founding team

Neutrality

Buyer side only. No pay for placement.

Neutrality is not a footnote. It is the entire reason a front door can be trusted.

  • Vendors do not pay for placement.
  • Recommendations are made for the buyer only.
  • Every claim is separated from the available evidence.
  • A person reviews every client facing recommendation.
  • Sensitive materials are handled within the engagement.
  • Vendor outreach is not shared with third parties without approval.

Questions

Questions buyers ask before taking a vendor call.

Still have one? Talk to us

No. Mainspan is buyer side only. Vendors do not pay for placement or influence recommendations.
No. Mainspan is for any organization overwhelmed by AI vendor pitches, internal tool requests, and AI evaluation pressure. We tailor the workflow for private equity, enterprise technology, procurement, governance, and regulated industries.
No. Mainspan pre screens vendors before they consume those teams time. Serious vendors can still be routed to procurement, security, legal, or technical diligence.
Yes. Initial triage can be done from vendor names, public materials, vendor emails, and high level buyer criteria. Deeper review can be scoped separately.
Analyst research helps with market context. Mainspan handles the operating layer: actual vendor pitches, internal tool requests, buyer specific fit, risk flags, duplicate detection, and decision files.
Directories list vendors. Mainspan decides what matters for your organization and what should happen next.
No. Neutrality is the entire point. We take no vendor referral fees, because the value of a front door collapses the moment its recommendations are for sale.
We operate under a nondisclosure agreement, isolate data by engagement, and have a person review every client facing output. Sensitive materials are labeled and never used outside their scope.

Get started

Send us 5 AI vendors.
Get a triage snapshot back.

Forward five AI vendor pitches, internal tool requests, or shortlist candidates, plus a little context on your stack and goals. We return a routed verdict for each, with the reasoning, the risks, and the proof still missing.

No vendor referral fees. You are the only client.