Database reset and scoring implementation
The Impulse team has been amazing! We have only been working together for a few months and have already reset our database to provide clear insight into where contacts stand in our funnel. Steve Trapp has been my right hand throughout this process. He understood how I wanted to structure our funnel, reset lifecycle stages for over 100K contacts and implemented lead scoring to best position my marketing team. Strong communication is my number one requirement and no matter the time, I always heard back from Steve and the team and knew exactly what changes were happening when.
LAYER 03 · THE KERNEL · DATA ARCHITECTURE
Data Architecture and Integrations.
Five tools that finally talk.
FIG. 01 · OVERVIEW
B2B teams average 12 SaaS tools that don't share data. Reporting is forensic. Cross-system answers take a week. We architect the data layer so the kernel is queryable — custom integrations, MCP servers, data joins, real-time cross-system answers.
FIG. 02 · WHERE IT LIVES
Data Architecture and Integrations is a Layer 03 service.
Every service we offer maps to one of four layers. Data Architecture and Integrations sits in the Kernel — the layer that owns revops & hubspot admin.
LAYER 01
The Surface
Websites & customer portals
Public interface — read by humans, agents, AEO crawlers.
→
LAYER 02
The Voice
Brand & omni-channel
Story rendered consistently in every format an LLM might cite.
→
LAYER 03
DATA ARCHITECTURE AND INTEGRATIONS LIVES HERE
The Kernel
RevOps & HubSpot admin
Source of truth every agent calls first. Clean, opinionated, agent-ready.
→
LAYER 04
The Agents
AI consulting & co-pilots
Autonomous teammates running on the kernel.
→
Make the kernel queryable.
The default state of B2B data is fragmented: HubSpot has the contacts, NetSuite has the invoices, Jira has the tickets, Slack has the conversations, Snowflake has half the events from each. Asking "what's our most profitable customer this quarter" requires three people, two days, and a shared spreadsheet.
Data architecture is the kernel work that fixes that. Custom integrations between the systems that need to share. MCP servers exposing the kernel to agents. Data joins that make cross-system queries instant. Broader than HubSpot Integrations in our catalog (which is HubSpot-specific) — this is the cross-system architecture that makes the whole company queryable.
The process.
PHASE01
Discover · system inventory + use cases
Inventory what tools you have, what data lives where, and what cross-system answers your team actually needs. Prioritize the highest-leverage integrations.
PHASE02
Expose · target architecture
Field mapping. Versioning strategy. Failure handling. Logging plan. MCP design where applicable. Documented before build.
PHASE03
Wire · build + test + deploy
Custom code actions, native integrations, middleware where needed, MCP servers where useful. Tested under failure conditions.
PHASE04
Operate · monitor + maintain
Logging dashboards. Failure alerts. Schema drift detection. Quarterly maintenance review.
A queryable company.
OUT 01
Live cross-system integrations
Tested under failure. Logged. Documented. Each one owns its corner of the kernel.
OUT 02
MCP servers (where applicable)
Specific tools, partners, or agents can query your kernel directly through governed endpoints.
OUT 03
Real-time cross-system answers
Dashboards and reports that join across systems instantly — no more "let me pull a spreadsheet."
OUT 04
Documented governance
Future-you (or your replacement) can pick up the integrations without spelunking. Quarterly maintenance built in.
Things people ask before booking.
How is this different from HubSpot Integrations?
HubSpot Integrations is HubSpot-specific. Data Architecture is broader: cross-system, multi-tool, often including HubSpot but going beyond. Most companies need both.
Can you build custom MCP servers?
Yes. Custom MCP servers are some of the most valuable architecture work — they expose your kernel to external agents. See Custom MCP Servers in the Agents layer for the dedicated engagement.
What systems can you integrate with?
Most B2B systems with an API. We've built HubSpot ↔ Salesforce, NetSuite, QuickBooks, Snowflake, Looker, custom data warehouses, vertical-specific tools. If it has an API, we can wire it.
What does success look like at 90 days?
Most kernel engagements move you from L1 (Disconnected) to L3 (Instrumented) inside one quarter. That means: clean kernel, working assistants, teams trust the numbers. L4 and L5 are where the compounding starts. L3 is where the pain stops.
FIG. 06 · WHAT CLIENTS SAY
Why teams pick us for Data Architecture and Integrations.
LAYER 03 · DIAGNOSTIC
See how data architecture and integrations fits into The Kernel.
Ninety minutes inside your portal beats a discovery deck. We come in with a hypothesis about where your kernel breaks, check it against the real data model, and hand you a one-page map of what to fix first.
90-minute call · L1 → L3 in 90 days or your money back