Intelligence Anchored in Truth™

Secure the technical win from pursuit to production

As B2B product portfolios expand, a small number of experts end up as the "human API" for everything technical — limiting deal velocity, delivery quality, and account growth. VecturAI grounds AI in product truth — a knowledge architecture of how your products and solutions actually work — so teams reason across complex, multi-product solutions with far greater speed and consistency.

Founded by Sudarshan Dharmapuri — ex-VP of Product, Cisco.
Deterministic
Auditable, grounded outputs
No Bottlenecks
Scales beyond your experts
Customer-Safe
Constraint-aware reasoning
Multi-Product
Reasons across complex stacks
01The Challenge

Your best experts are becoming the bottleneck

AI is making product teams faster — roadmaps that once shipped over years now ship in months, with new SKUs, tiers, and integrations landing every few weeks. Great if you build product; brutal if you sell and deliver it. The bottleneck has shifted downstream into the field and partner ecosystem, where training can't keep up and certifications go stale before the ink dries. Product knowledge fragments across wikis, decks, and tribal memory — and the experts who hold it together can't keep up. Deals stall, deployments struggle, and accounts plateau.

01⚡

Scattered knowledge

Product truth is buried in docs, partner portals, Slack threads, and the heads of a few overloaded experts. Every complex question routes to the same small team — slowing deals and burning out your best people.

02⚠

The "Human API" breaks at scale

Enterprise GTM runs on SEs and Architects treated as middleware between Engineering and the field. This model collapses as you scale across regions, products, and partner networks. 35%+ of SE time gets wasted in tracking information down.

03◇

The verification tax

A general-purpose LLM will answer — but it hedges, conflates, misses constraints, and hallucinates. "It may support X, depending on version and deployment." The burden of checking every line falls back on your experts, so the bottleneck never goes away. In the enterprise, a confident "maybe" is as expensive as a wrong answer.

02Beyond Search & Chat

Digital coworkers that reason, synthesize, and execute

VecturAI isn't a better chatbot or a RAG-powered Q&A box. It's a team of AI coworkers — grounded in deep product truth — that reason across product complexity, synthesize technical and commercial payloads, and carry out the work, not just answer questions — producing customer-ready outputs your teams can stand behind.

01

Reasoning, not Retrieval

For Sales Engineers & Solutions Consultants

Finding documents doesn't mean understanding how features interact, what constraints apply, or which versions matter. VecturAI reasons across product complexity to produce capture plans, fit assessments, and grounded RFP responses — not snippets.

02

Execution, not Conversation

For Solution Architects

Real work requires validated outputs — feasibility analyses, migration impact assessments, deployment plans, and effort estimates — that teams can hand to customers. VecturAI produces customer-ready artifacts, not chat responses.

03

Deterministic, not Probabilistic

For Customer Success Managers

"Usually correct" fails when a single misread feature can erode customer trust or stall an expansion. VecturAI delivers auditable, constraint-aware outputs grounded in the physics of your product — confident enough to say a definitive "no" when something won't work, so every customer conversation moves the account forward.

Without a structured source of product truth, AI is forced to guess — and the burden of verification falls entirely on you. VecturAI doesn't guess. It reasons over a knowledge graph of how your products actually work, and it knows what it knows: every output calls out what it's confident about and what it isn't — so human review focuses on a thin sliver instead of the entire response. The result: up to 80% less verification effort.

03Product Truth

Intelligence Anchored in Truth™

AI for software engineers is grounded in code. AI for UX designers is grounded in design systems. AI for GTM and delivery execution needs product truth — a knowledge architecture of how your products actually work. VecturAI captures features, capabilities, constraints, dependencies, and the relationships between them in a structured graph purpose-built for AI to reason over.

  • →Structured knowledge graphs — not another document repository
  • →Reasoning across constraints, versions, and complex multi-product solutions
  • →Deterministic, auditable outputs your teams can trust with customers
  • →One persistent truth layer powering pursuit, production, and expansion
graph.product_truth · query: capability(sso) live
Knowledge graph: capability(sso) grounded across features, NFRs, constraints and dependencies
04System in Motion

From the first RFP to account expansion. One thread

Every step of the engineering-led sale runs through the same Product Truth layer. No re-explaining. No last-quarter slides. The same ground under every artifact.

01 · Pursuit

RFP lands. Clock starts.

A 800-question RFP hits the bid desk. The account team needs answers your A-team can actually defend.

Reading the RFP● grounded
→ break it down into req
→ extract all 200
→ sort by capability & constraint
02 · Grounding

Anchored in Product Truth.

Every question grounded in your real capabilities, requirements and constraints — not last quarter's deck.

Grounding answers● grounded
→ match each answer to your real product
→ check capabilities & limits
→ add the customer's context
03 · Reasoning

Coworkers do the synthesis.

SAs, SEs and CSMs hand off to agents that reason across the portfolio — and flag what doesn't fit.

Synthesizing● grounded
→ plan, draft & cross-check
→ test security & compatibility
! flag: version requirements and dependencies
04 · Delivery

Validated artifacts. Defensible.

Compatibility analysis, migration impact, effort estimation, commercial scoping — ready to defend in front of the customer.

Customer-ready output● grounded
✓ compatibility report
✓ migration impact
✓ effort estimate
✓ commercial scope
One Product Truth layer beneath every step.
Grounded · Auditable · Defensible
05Collaboration

One workspace. Every party to the deal

Complex deals are rarely won alone — vendors, distributors, resellers, and systems integrators all touch the same opportunity. VecturAI workspaces bring them into one place, with AI anchored in product truth as a default participant in every conversation.

01◎

Cross-organization workspaces

A reseller's SE can bring a Solution Architect from the vendor and the delivery lead from the SI into the same workspace — so every party reasons from the same product truth instead of their own fragments.

02◆

A seamless sales-to-delivery handoff

Because delivery joins the same threads where the deal was shaped, nothing is lost in translation. Teams stop re-running "discovery" on questions already answered during the sale — the handoff becomes a clean transition, not a restart.

03◇

Grounded in your CRM

VecturAI integrates with Salesforce, HubSpot, and more. Account, opportunity, and task history flow in as context automatically — and finished deliverables like BOMs, solution docs, and technical designs get attached to the deal record.

Workspaces carry standing context, account-level rules, and memory that compounds — distilling your instructions and inputs across threads and applying them automatically. The workspace gets more tailored to your deal over time, so no one has to repeat themselves.

06Who We Serve

Two profiles. One shared Product Truth Layer

Vendors & OEMs

Vendors & OEMs

You build sophisticated B2B technology. As your portfolio scales across regions, products, and partner networks, deep product expertise stays trapped with a handful of overloaded SEs and PMs — the bottleneck the rest of the GTM and delivery org depends on. VecturAI converts that expertise into a structured, AI-ready knowledge architecture — powering every field, partner, and post-sale interaction with the same precision your engineering teams deliver.

  • 01Close the widening gap between what Engineering builds and what Sales sells
  • 02Equip global field teams and channel partners with consistent product truth
  • 03Reclaim 35%+ of SE time spent searching for information
  • 04Scale field enablement without scaling headcount
Solutions Providers

Solutions Providers

Your team wears many hats — the same people sell, design, implement, support, and grow accounts — and they navigate multi-vendor complexity every single day. VecturAI makes every team member as capable as your best product expert, across every vendor in your portfolio. Proposals grounded in truth. Implementations right the first time.

  • 01Master multi-vendor stacks without specialized teams per vendor
  • 02Reduce dependency on tribal knowledge and unblock senior architects
  • 03Win more deals with grounded, defensible proposals
  • 04Deliver right the first time — and turn delivery into expansion
07Use Cases

Built for the people who secure the technical win

Front-line reps run the commercial motion — the sequences, the calls, the pipeline. Behind them, SEs, solution architects, and CSMs do the deep knowledge work that actually closes complex deals, lands clean deployments, and grows accounts. VecturAI is built for them — in active design partnership with leaders across these roles.

Engineer the deal — before, during, and beyond the RFP.

sales_engineers · capture_management ● grounded
Capture Management
RFP Fit Assessment
RFP Response
01 / 03Sales Engineers

Capture Management

Qualify, position, and plan the technical pursuit grounded in product truth.

  • 01Capture Management
  • 02RFP Fit Assessment
  • 03RFP Response

Validate feasibility and scope — with artifacts you can defend.

solution_architects · compatibility_analysis ● grounded
Compatibility and Feasibility Analysis
Migration Impact Analysis
Effort Estimation and Commercial Scoping
01 / 03Solution Architects

Compatibility & Feasibility Analysis

Check compatibility across constraints, versions, and dependencies.

  • 01Compatibility & Feasibility
  • 02Migration Impact Analysis
  • 03Estimation & Scoping

Turn product truth into retention, activation, and expansion.

customer_success · feature_triage ● grounded
Feature and Capability Triage
Feature Activation Guide
EBR and QBR Preparation
01 / 03Customer Success

Feature & Capability Triage

Triage features and capabilities against the customer's real environment.

  • 01Feature & Capability Triage
  • 02Feature Activation Guide
  • 03EBR & QBR Preparation
08Early Validation

User feedback from our design partnerships

Active design partnership with enterprise users across bid desk, technical marketing, pre-sales, product management, strategy, sales, and GTM functions — built and proven across some of the most complex portfolios in enterprise tech, spanning networking, security, and contact center.

"

It effectively addresses the AI hallucination problem and provides credible, reliable outputs. I see strong potential in using it for capture activities, fit analysis, developing innovative pricing models, and competitive intelligence — helping us save hours of effort every week.

Business Development Manager
Bid Desk · Enterprise Design Partner
"

The product works very well for GTM and field teams. It saves time for both sides — experts who typically respond to these questions, and field teams who can become more self-sufficient. Especially given globally distributed teams and different time zones, this enables the field to get answers quickly.

Leader, Strategy & Planning
Enterprise Design Partner
"

For a new product launch, I needed a migration guide, a technical blog, and RFP boilerplate. VecturAI cut the time I'd normally spend on those deliverables by 40–70%.

Technical Marketing Engineer
Leading Networking Vendor
"

I use VecturAI in two ways: before customer meetings, to understand the customer landscape and where our contact center solution fits; and for competitive intelligence — especially competitor pricing and fair usage policies. It's added real value to my meeting prep.

Sales Leader, India & ASEAN
Leading CCaaS Vendor
09Trust & Privacy

Enterprise-grade by default. Auditable by design

SOC 2 Type I (In Progress) GDPR Ready TLS 1.3 AES-256 SSO / SCIM

VecturAI is built for regulated, security-conscious enterprises. Your product truth stays yours — every answer traces back to its source, and your data never trains anyone else's model.

◆

Your data never trains shared models

Customer knowledge graphs and documents are isolated per tenant and never used to train foundation or shared models. Your data stays yours.

◇

SOC 2 Type I — In Progress

Our SOC 2 Type I audit is underway. We are building to the Security, Availability, Confidentiality, and Privacy criteria; the report will be available to customers under NDA once complete.

⊟

Encrypted end to end

AES-256 at rest and TLS 1.3 in transit, with secrets held in a dedicated KMS under strict key rotation.

⊞

SSO, SCIM & least-privilege access

SAML / OIDC single sign-on, SCIM provisioning, and granular role-based access. Internal access to customer data is least-privilege and fully logged.

◎

Every answer is auditable

Outputs cite the exact nodes in your product-truth graph — no black-box guessing. Each claim traces to a verifiable source.

⊕

US data residency

Your data is hosted in the United States, in line with enterprise data-residency requirements.

10Request Access

Ready to secure the technical win?

VecturAI is live with enterprise teams where product complexity is a daily reality and accuracy is non-negotiable.

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